The Challenger Disaster
A Case-study in Engineering Ethics
• Shuttle Components
– Orbiter
– Liquid Rocket
Booster
– Solid Rocket
Booster
Shuttle Components
Chronology of the Related Events
• 1974
– NASA contracts Morton Thiokol
• 1976
– NASA accepts the design based on the Titan
missiles
– The joints are sealed by
• Two synthetic rubber O-rings,
• 177 clevis pins,
• Heat shield putty
The Cause of the Disaster
Early Problems
• 1977
– Tests at Thiokol show O-ring leakage
– Joint is made stronger by changing sizes
• 1981
– Post-launch investigation showed O-ring
erosion due to hot gages.
Early Problems
• January of 1985 launch
– First cold-weather launch
– Post-launch investigation showed joint failure
– Tests showed O-rings inability to fill the gap
due to joint rotation at lower temperatures
Early Problems
• July 1985
– Thiokol redesigns the joints w/o O-rings – The
design was not ready for Challenger launch
Political Climate
• Congress is unhappy with NASA
• Competition with Russians to be the first to
observe Halley’s comet.
• Pressure to launch before President
Reagan’s State of the Union Address
Days before Launch
• First launch attempt postponed
• The next launch date was set and was to be
attended by Vice President Bush.
• The temperature at launch: 29 degrees F.
Days Before Launch
• NASA starts an investigation of the effect
of low temperatures on the O-ring seals
• Organization involved
– NASA
– Marshall Space Flight Center
– Morton Thiokol
Engineering Investigation Before
Launch
• Players at NASA
– Larry Mulloy: SRB Project Manager at Marshall
• Players at Thiokol
– Roger Boisjoly: A SRB engineer
– Arnie Johnson: A SRB engineer
– Joe Kilminster: SRB engineering manager
– Alan McDonald: SRB engineering director
– Bob Lund: Vice president for engineering
– Jerald Mason: General manager
Engineering Investigation Before
Launch
• Boisjoly and Johnson recommend the
launch to be postponed.
• Bob Lund, the VP for engineering agrees
and makes a similar recommendation.
Investigation Before Launch
• Larry Mulloy, the NASA manager of SRB
asks Joe Kilminister, the SRB manager at
Thiokol, for his opinion.
• Kilminister agrees with other Thiokol
engineers and recommends a launch delay.
Investigation Before Launch
• After discussion with Mason
• Lund reverses his decision regarding
launch!
• Thiokol recommend the launch to proceed
The Launch in January 1986
• The overnight temperatures drop to 8 F
• The temperature of SRB at launch is 28 F
• There is an immediate blow-by of hot gas at
launch. The seal fails quickly over an arc of
70 degrees.
The Launch in January 1986
• The by-products of combustion forms a
glassy oxide that reseals the joint.
• The brittle oxide is shattered
• Hot gases quickly burn through.
Chapter 2 Assignment The Economic Problem Scarcity & Choice.docxwalterl4
Chapter 2 Assignment: The Economic Problem: Scarcity & Choice20 Points
Chips or Salsa?
In this assignment, you will demonstrate your ability to draw a simple production possibilities curve given data on the quantity of one input (labor) and the amount of labor required to produce each of two outputs (bags of chips and cases of salsa). You should also be able to identify the opportunity cost of one good in terms of the other as the slope of the Production Possibilities Frontier. You will explain your analysis of the figures to explain why it’s not possible to produce combinations of the two goods outside the PPF.
Chips or Salsa?
Suppose a nation has a total of 12 units of labor, which can be used to produce either chips or salsa.
One bag of chips takes 2 units of labor to produce and one case of salsa takes 6 units of labor to produce.
· Explain why scarcity exists in this economy. Use the data as evidence of your reasoning.
· What is the maximum quantity of chip bags that can be produced?
· What is the maximum quantity of salsa cases than can be produced?
· Draw the nation’s production possibility frontier.
· What is the opportunity cost of bags of chips in this nation?
· Explain why the nation can’t produce both 4 bags of chips and 3 cases of salsa.
· Explain why the nation shouldn’t produce both 2 bag of chips and 1 cases of salsa.
Chapter 2 Assignment Rubric
Criteria
Not Evident
Developing
Proficient
Distinguished
Points
Explain why scarcity exists in this economy, and use data to justify
2
Calculate maximum number of chip bags that can be produced
1
Calculate maximum number of salsa cases than can be produced
1
Draw the nation’s production possibility curve
3
Describe the opportunity cost of a case of salsa in this nation
4
Explain why the nation can’t produce both 4 bags of chips and 3 cases of salsa
4
Explain why the nation shouldn’t produce both 2 bag of chips and 1 cases of salsa
4
Articulation of response (citations, grammar, spelling, syntax, or organization that negatively impact readability and articulation of main ideas.)
1
Total:
20
ITS 832 CHAPTER 16
ANALYSIS OF FIVE POLICY CASES IN THE FIELD OF ENERGY POLICY
INFORMATION TECHNOLOGY IN A GLOBAL ECONOMY
DR. JORDON SHAW
OVERVIEW
• Introduction
• Theoretical grounds of policy implementation
• Approaches to policy implementation
• Five case studies
• Lessons learned
• Conclusion
INTRODUCTION
• Population and burning fossil fuels
• Factors of high pollution
• Environmental policy is high priority
• Most nations initiated projects to improve climate
• Focus
• Sustainable energy management
• Renewable energy sources
• Five case studies on climate change and energy use
• Comparative investigation
• What approaches are used?
• How can implications be measured?
• How easily can approaches be applied to other domains?
THEORETICAL GROUNDS OF POLICY
IMPLEMENTATION
• Policy implementation
• Turning theory into .
Discussion 1 Please review the chapter once again. Chapter 1 is a.docxcuddietheresa
Discussion 1: Please review the chapter once again. Chapter 1 is a guide for the rest of the book. The book is a compilation of articles that have been selected to address the topics that are addressed in the course. This chapter is a roadmap for the rest of the course. Although we are not going to be reading all of the articles, we see that the chapters that are included in our reading in the course do address the topics of importance that are outlined in the chapter.
Discussion 2: Please answer the following two questions in your main posting this week.
Do you agree or disagree with the skills and competencies that have been identified in the article this week.
What did the authors miss if anything?
Discussion 3: Describe the different ways in which policy models are used.
What are the key lessons for policy modeling, according to this paper?
Based on the examples that are provided, do you agree that these models would be useful? Please explain why or why not.
Discussion 4: Please find a total of 4 websites that are related to modeling policy with simulations. These can be and include eGovPoliNet and others that have been mentioned in the papers, readings or videos. They can be community-based, software based, or other, but make sure they are related to the topics that we are discussing this week.
Please describe the purpose of the website.
What you learned from visiting the website.
Anything else what you want to describe.
Discussion 5: Please find a video from any source that is sharable and post this in the main discussion. The video should cover a technology adoption theory. A technology adoption theory is a theory that is used to describe how and why technology is adopted. Additionally, write a short introduction which describes the theory that the video is covering and why you think this is valuable for discussion this week.
Discussion 6: Question: How would social media affect the early adoption of eco-farming in the 1980’s if it was available in that time period? What are the different ways that it could be applied? Who would be the stakeholders?
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and Faculty of Technology, Policy, and
Management Management
Delft University of Technology Delft University of Technology
Delft Delft
The Netherlands The Netherlands
Maria A. Wimmer
Institute for Information Systems Research
University of Koblenz-Landau
Koblenz
Germany
ISBN 978-3-319-12783-5 ISBN 978-3-319-12784-2 (eBook)
Public Administration and Information ...
Synopsis:
The energy system has historically been characterised as “mature”, displaying small, incremental technological improvements and low levels of both public and private research intensity. However, over the past decade this situation has been changing, illustrated by significiant increases in public and private energy R&D expenditure across many countries in reaction to strengthening concerns around fossil fuel prices, climate change and energy security. These challenges have driven the search for alternative sources of energy, as well as more efficient ways of extracting and consuming fossil fuels. As support grows for energy innovation so too does the need to understand how energy innovation unfolds with a view to ensure that the vast public and private resources currently being committed to innovation in this sector are being deployed effectively.
In this context the talk outlines the Energy Strategy Fellowship’s current research project, which seeks to map out systems of energy innovation for a range of countries and technologies, measure the effectiveness of these different arrangements and compare different approaches with a view to learning lessons for successful energy research and innovation policy. Following a discussion of the drivers that have led to this renaissance in energy innovation and the project’s research objectives, the talk introduces the different technology and country case studies under examination, the methods employed and some of the innovation theory that underpins this research. Finally, the talk explores some emerging issues in the field of energy technology innovation the project engages with, such as the globalised nature of energy innovation, the role of the private sector and energy innovation outside ‘Western’ countries.
Biography:
Matthew has worked as a Research Associate within the RCUK Energy Strategy Fellowship team at Imperial College since 2012. His research examines the types of conditions responsible for accelerating the development and deployment of energy technologies with the potential to address critical challenges facing the global energy sector, such as climate change, energy security and fuel poverty. This work examines the development of a handful of promising, high-profile energy technologies across a variety of different countries worldwide to understand what makes for an effective energy innovation system. Prior to this he undertook his PhD thesis at the University of Leeds from 2009 exploring how the application of innovative energy business models could help to drive forward sustainability transitions.
This document provides an overview of global issues and how they influence US policy and regulations. It discusses international associations and the importance of understanding global developments. Specific topics that were covered include the election of the new European Commission and Parliament, transparency in lobbying, the EU's climate and energy package, association reforms in China, and trade deals like TTIP. Case studies on issues like food safety and renewable energy integration were also proposed for discussion. Contact information was provided for follow up.
Chapter 2 Assignment The Economic Problem Scarcity & Choice.docxwalterl4
Chapter 2 Assignment: The Economic Problem: Scarcity & Choice20 Points
Chips or Salsa?
In this assignment, you will demonstrate your ability to draw a simple production possibilities curve given data on the quantity of one input (labor) and the amount of labor required to produce each of two outputs (bags of chips and cases of salsa). You should also be able to identify the opportunity cost of one good in terms of the other as the slope of the Production Possibilities Frontier. You will explain your analysis of the figures to explain why it’s not possible to produce combinations of the two goods outside the PPF.
Chips or Salsa?
Suppose a nation has a total of 12 units of labor, which can be used to produce either chips or salsa.
One bag of chips takes 2 units of labor to produce and one case of salsa takes 6 units of labor to produce.
· Explain why scarcity exists in this economy. Use the data as evidence of your reasoning.
· What is the maximum quantity of chip bags that can be produced?
· What is the maximum quantity of salsa cases than can be produced?
· Draw the nation’s production possibility frontier.
· What is the opportunity cost of bags of chips in this nation?
· Explain why the nation can’t produce both 4 bags of chips and 3 cases of salsa.
· Explain why the nation shouldn’t produce both 2 bag of chips and 1 cases of salsa.
Chapter 2 Assignment Rubric
Criteria
Not Evident
Developing
Proficient
Distinguished
Points
Explain why scarcity exists in this economy, and use data to justify
2
Calculate maximum number of chip bags that can be produced
1
Calculate maximum number of salsa cases than can be produced
1
Draw the nation’s production possibility curve
3
Describe the opportunity cost of a case of salsa in this nation
4
Explain why the nation can’t produce both 4 bags of chips and 3 cases of salsa
4
Explain why the nation shouldn’t produce both 2 bag of chips and 1 cases of salsa
4
Articulation of response (citations, grammar, spelling, syntax, or organization that negatively impact readability and articulation of main ideas.)
1
Total:
20
ITS 832 CHAPTER 16
ANALYSIS OF FIVE POLICY CASES IN THE FIELD OF ENERGY POLICY
INFORMATION TECHNOLOGY IN A GLOBAL ECONOMY
DR. JORDON SHAW
OVERVIEW
• Introduction
• Theoretical grounds of policy implementation
• Approaches to policy implementation
• Five case studies
• Lessons learned
• Conclusion
INTRODUCTION
• Population and burning fossil fuels
• Factors of high pollution
• Environmental policy is high priority
• Most nations initiated projects to improve climate
• Focus
• Sustainable energy management
• Renewable energy sources
• Five case studies on climate change and energy use
• Comparative investigation
• What approaches are used?
• How can implications be measured?
• How easily can approaches be applied to other domains?
THEORETICAL GROUNDS OF POLICY
IMPLEMENTATION
• Policy implementation
• Turning theory into .
Discussion 1 Please review the chapter once again. Chapter 1 is a.docxcuddietheresa
Discussion 1: Please review the chapter once again. Chapter 1 is a guide for the rest of the book. The book is a compilation of articles that have been selected to address the topics that are addressed in the course. This chapter is a roadmap for the rest of the course. Although we are not going to be reading all of the articles, we see that the chapters that are included in our reading in the course do address the topics of importance that are outlined in the chapter.
Discussion 2: Please answer the following two questions in your main posting this week.
Do you agree or disagree with the skills and competencies that have been identified in the article this week.
What did the authors miss if anything?
Discussion 3: Describe the different ways in which policy models are used.
What are the key lessons for policy modeling, according to this paper?
Based on the examples that are provided, do you agree that these models would be useful? Please explain why or why not.
Discussion 4: Please find a total of 4 websites that are related to modeling policy with simulations. These can be and include eGovPoliNet and others that have been mentioned in the papers, readings or videos. They can be community-based, software based, or other, but make sure they are related to the topics that we are discussing this week.
Please describe the purpose of the website.
What you learned from visiting the website.
Anything else what you want to describe.
Discussion 5: Please find a video from any source that is sharable and post this in the main discussion. The video should cover a technology adoption theory. A technology adoption theory is a theory that is used to describe how and why technology is adopted. Additionally, write a short introduction which describes the theory that the video is covering and why you think this is valuable for discussion this week.
Discussion 6: Question: How would social media affect the early adoption of eco-farming in the 1980’s if it was available in that time period? What are the different ways that it could be applied? Who would be the stakeholders?
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and Faculty of Technology, Policy, and
Management Management
Delft University of Technology Delft University of Technology
Delft Delft
The Netherlands The Netherlands
Maria A. Wimmer
Institute for Information Systems Research
University of Koblenz-Landau
Koblenz
Germany
ISBN 978-3-319-12783-5 ISBN 978-3-319-12784-2 (eBook)
Public Administration and Information ...
Synopsis:
The energy system has historically been characterised as “mature”, displaying small, incremental technological improvements and low levels of both public and private research intensity. However, over the past decade this situation has been changing, illustrated by significiant increases in public and private energy R&D expenditure across many countries in reaction to strengthening concerns around fossil fuel prices, climate change and energy security. These challenges have driven the search for alternative sources of energy, as well as more efficient ways of extracting and consuming fossil fuels. As support grows for energy innovation so too does the need to understand how energy innovation unfolds with a view to ensure that the vast public and private resources currently being committed to innovation in this sector are being deployed effectively.
In this context the talk outlines the Energy Strategy Fellowship’s current research project, which seeks to map out systems of energy innovation for a range of countries and technologies, measure the effectiveness of these different arrangements and compare different approaches with a view to learning lessons for successful energy research and innovation policy. Following a discussion of the drivers that have led to this renaissance in energy innovation and the project’s research objectives, the talk introduces the different technology and country case studies under examination, the methods employed and some of the innovation theory that underpins this research. Finally, the talk explores some emerging issues in the field of energy technology innovation the project engages with, such as the globalised nature of energy innovation, the role of the private sector and energy innovation outside ‘Western’ countries.
Biography:
Matthew has worked as a Research Associate within the RCUK Energy Strategy Fellowship team at Imperial College since 2012. His research examines the types of conditions responsible for accelerating the development and deployment of energy technologies with the potential to address critical challenges facing the global energy sector, such as climate change, energy security and fuel poverty. This work examines the development of a handful of promising, high-profile energy technologies across a variety of different countries worldwide to understand what makes for an effective energy innovation system. Prior to this he undertook his PhD thesis at the University of Leeds from 2009 exploring how the application of innovative energy business models could help to drive forward sustainability transitions.
This document provides an overview of global issues and how they influence US policy and regulations. It discusses international associations and the importance of understanding global developments. Specific topics that were covered include the election of the new European Commission and Parliament, transparency in lobbying, the EU's climate and energy package, association reforms in China, and trade deals like TTIP. Case studies on issues like food safety and renewable energy integration were also proposed for discussion. Contact information was provided for follow up.
(Springer briefs in applied sciences and technology) thomas brewer transpor...Ivoy Elqila
The document introduces various air pollutants emitted from transportation sources, distinguishing between short-lived pollutants like black carbon and methane that are potent climate forcers in the short-term, and long-lived pollutants like carbon dioxide and nitrous oxides that have long atmospheric lifetimes. It notes that black carbon in particular poses serious public health and climate risks due to its small size and ability to penetrate deep into lungs and bloodstreams. The chapter establishes the global context for understanding the health and climate impacts of transportation emissions to set up discussion in subsequent chapters focused on specific modes, industries, and regions.
This document discusses frameworks for responsible innovation, with a focus on geoengineering. It provides context on the cancelled SPICE geoengineering field trial project in the UK due to concerns about a patent application by some involved in the project and a lack of governance frameworks. The document argues that problems will persist for geoengineering until researchers grasp the need for regulation and oversight frameworks to guide responsible development and prevent public distrust and further disruptions to research.
OECD STIG: Governance of International Science, Technology and Innovation for...Per Koch
This document summarizes the key recommendations from a report on governance of international cooperation on science, technology, and innovation for global challenges. It recommends: 1) taking a broad, multidisciplinary approach that addresses social and cultural factors, not just technologies; 2) exploiting economies of scale and scope through specialized yet complementary cooperation; and 3) allowing diversity and flexibility while respecting each partner's needs. Effective governance requires high-level coordination, communication strategies, aligning agendas with national priorities, legitimizing national funding contributions, and building international capacity.
The document discusses sustainable building design, policy, legislation, and environmental building assessments. It provides examples of legislation enforcement in Tübingen, Germany that set guidelines for an development project, including contractual agreements outlining environmental protection requirements. The development of UK policy for sustainable development from the 1990s to 2000s is examined, including key papers and targets set. The context of legislation in Malaysia is also reviewed, covering the Construction Industry Master Plan 2006-2015. Assessment tools for sustainable construction and green buildings are introduced, specifically mentioning the Green Building Index developed in Malaysia.
ETIP PV conference: 'Photovoltaics: centre-stage in the power systemCluster TWEED
This document summarizes the keynote speech given by Jeroen Schuppers from the European Commission on the Energy Union and the Strategic Energy Technology Plan (SET Plan). The SET Plan aims to accelerate the development and market deployment of low-carbon energy technologies. A new governance model for the SET Plan emphasizes strengthened cooperation between member states, stakeholders, and the European Commission. It includes setting targets, selecting research and innovation actions, identifying joint actions between countries, and flagships projects to demonstrate new technologies. Working groups composed of experts and government representatives will develop implementation plans to achieve the SET Plan's goals.
This document provides guidance for a student's independent study task on climate change. It outlines topics for the student's report such as natural climate change mechanisms, past climate changes including ice ages, the greenhouse effect and human contributions to it, predicted impacts of climate change globally and in the UK, and conclusions on whether the USA was right to refuse signing the Kyoto climate change treaty. It recommends including maps, diagrams and graphs, and provides a list of useful websites for researching the topics, including sites outlining the basics of global warming, climate change impacts, and information on Milankovitch cycles. The student is asked to produce a report of no more than 800 words to clear up the debate on climate change.
Presentation of the OECD project on governance of STI for global challengesPer Koch
Presentation given at the ICSU Rio +20 conference in June 2012 on the OECD-project STIG (on international governance collaboration on science, technology and innovation for meeting global challenges.
Quiz 3.2 Outline FORMAT for JE 3Method 3 – Similarities and Diff.docxaudeleypearl
Quiz 3.2 Outline FORMAT for JE 3
Method 3 – Similarities and Differences
Instructions: Now that you have learned how to organize your writing, write an outline using the format below. This is the outline you will use in writing JE 4. Follow these instructions to submit your work:
1. On page 2 of this document, you have an outline format with text blocks you can populate with information. This information is the skeleton of your writing or of your OUTLINE. Be sure to use KEYWORDS and/or PHRASES. Remember that the purpose of an outline is to help you organize your material in a quick and efficient way before you spend time writing a document. The thesis statement is expected to be a complete sentence which includes the TOPIC, the CONTROLLING IDEA and the BRANCHES. The more material you include in your outline, the easier it will be for you to write your essay. You can make the text boxes bigger to include more text by clicking on the corner and dragging it down.
2. As soon as you complete all the areas that need to be populated with text, copy the outline as a Word document on to your computer memory. You do not need to include this page of instructions.
3. Go back to the quiz where you found this assignment and attach your OUTLINE. To do that, click on ATTACHMENTS. When the little ATTACHMENT window opens, look for the window that says BROWSE.
4. Look for the outline file that you just saved in your computer memory. By clicking on it, you will select it. When you will see your document in the BROWSE window, click on UPLOAD FILE and then click FINISHED.
5. Now your outline document is ready to be submitted from your drop box as an attachment.
6. Before you submit your outline, you will see a link for the RUBRIC which appears on this quiz’s drop box. Click on it to make sure you have covered all the aspects of your outline. This RUBRIC is the grading instrument that your professor will use to grade this quiz.
7. Finally, don’t forget to click SUBMIT. If you don’t, your work will not go through and you will not get a grade.
Thesis Statement (Establishing Similarities and Differences)
Main Idea for Developmental Paragraph 1 (Similarities)
Main Idea for Developmental Paragraph 2 (Differences)
Topic 1
Topic 2
Topic 3
Topic 4
Topic 5
Topic 6
Conclusion Statement
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and Faculty of Technology, Policy, and
Management Management
Delft University of Technology Delft University of Tec ...
Age group is Adolescent 13-18The Integrating the Field of Develo.docxdaniahendric
Age group is Adolescent 13-18
The Integrating the Field of Developmental Psychology: A Review of the Literature
· Must be 8 to 10 double-spaced pages in length (not including title and references pages) and formatted according to APA style as outlined in the Ashford Writing Center (Links to an external site.).
· Must include a separate title page with the following:
· Title of paper
· Student’s name
· Course name and number
· Instructor’s name
· Date submitted
· Must use at least five scholarly sources in addition to the course text.
· The Scholarly, Peer Reviewed, and Other Credible Sources table offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source for a particular assignment.
· Must document all sources in APA style as outlined in the Ashford Writing Center.
· Must include a separate references page that is formatted according to APA style as outlined in the Ashford Writing Center.
You will then review the Developmental Psychology literature examining findings for that age group / developmental stage in terms of the physical, emotional, cognitive, social dimensions, and how they impact development and can best be used to meet developmental needs. Additionally, create a summary of the developmental stage as viewed through the lens of one developmental theory we have studied across the course (Piaget’s Theory of Cognitive Development, Freud’s Psychosexual Theory, Erickson’s Psychosocial Theory, etc.).
In your paper,
· Examine the physical changes associated with the selected developmental stage.
· Examine the cognitive changes associated with the selected developmental stage.
· Examine the emotional changes associated with the selected developmental stage.
· Examine the social changes associated with the selected developmental stage.
· Evaluate the developmental changes and appraise the effects of the physical, cognitive, emotional, and social environments.
· Integrate developmental and environmental factors into an assessment of developmental needs.
· Create a summary of the developmental stage as viewed through the lens of a selected developmental theory.
· Propose solutions for areas not addressed by the theory.
· Analyze the ethical considerations for research and practice with the selected developmental stage.
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and F ...
The document discusses the circular economy concept and policies supporting the transition to a circular economy in Europe. It defines a circular economy as an economic system of closed loops that aims to keep resources in use for as long as possible. The European Commission has adopted an ambitious action plan to stimulate Europe's transition, with goals like recycling 65% of household waste by 2030. Important EU policies include the Circular Economy Package and strategies on plastics and zero waste. However, further international policies are still needed to develop standards, share knowledge, and build coalitions to accelerate the global transition to circularity.
Evolutionary architecture: What can we learn from Nature?Chris Howe-Jones
Chris Howe-Jones explores mapping software architecture concepts to biological systems. Classes and functions could map to cells that communicate to perform higher functions. Message passing between methods could be like neurotransmitters or blood flow. Bounded contexts from domain-driven design are like separate organisms that evolve independently. Monoliths are analogous to single organisms with internal components like organs. Microservices are like colonial organisms like Portuguese man o' wars with specialized components. The document discusses how negative and positive feedback mechanisms aim to maintain homeostasis in biological systems and software architectures.
Write a scholarly paper in which you apply the concepts of epide.docxarnoldmeredith47041
This document provides requirements for an epidemiology paper that analyzes a communicable disease. Students must choose a communicable disease, describe it thoroughly including causes, transmission, symptoms, treatment and complications. They must discuss the population most affected by the disease and the determinants of health related to it. Students must also identify the epidemiologic triad of host, agent, and environmental factors for the disease and discuss the role of public health nurses in finding, reporting, collecting, analyzing data, and following up on the disease. The paper requires a minimum of three references and 1250 words in APA format.
Write a S.M.A.R.T. goal to improve the Habit 5 Seek First to .docxarnoldmeredith47041
This document outlines a goal to improve the ability to seek first to understand others rather than be understood according to Habit 5. The author acknowledges they are able to communicate but struggles with listening skills. The goal is to practice actively listening and understanding what people are saying rather than being focused on themselves.
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The document introduces various air pollutants emitted from transportation sources, distinguishing between short-lived pollutants like black carbon and methane that are potent climate forcers in the short-term, and long-lived pollutants like carbon dioxide and nitrous oxides that have long atmospheric lifetimes. It notes that black carbon in particular poses serious public health and climate risks due to its small size and ability to penetrate deep into lungs and bloodstreams. The chapter establishes the global context for understanding the health and climate impacts of transportation emissions to set up discussion in subsequent chapters focused on specific modes, industries, and regions.
This document discusses frameworks for responsible innovation, with a focus on geoengineering. It provides context on the cancelled SPICE geoengineering field trial project in the UK due to concerns about a patent application by some involved in the project and a lack of governance frameworks. The document argues that problems will persist for geoengineering until researchers grasp the need for regulation and oversight frameworks to guide responsible development and prevent public distrust and further disruptions to research.
OECD STIG: Governance of International Science, Technology and Innovation for...Per Koch
This document summarizes the key recommendations from a report on governance of international cooperation on science, technology, and innovation for global challenges. It recommends: 1) taking a broad, multidisciplinary approach that addresses social and cultural factors, not just technologies; 2) exploiting economies of scale and scope through specialized yet complementary cooperation; and 3) allowing diversity and flexibility while respecting each partner's needs. Effective governance requires high-level coordination, communication strategies, aligning agendas with national priorities, legitimizing national funding contributions, and building international capacity.
The document discusses sustainable building design, policy, legislation, and environmental building assessments. It provides examples of legislation enforcement in Tübingen, Germany that set guidelines for an development project, including contractual agreements outlining environmental protection requirements. The development of UK policy for sustainable development from the 1990s to 2000s is examined, including key papers and targets set. The context of legislation in Malaysia is also reviewed, covering the Construction Industry Master Plan 2006-2015. Assessment tools for sustainable construction and green buildings are introduced, specifically mentioning the Green Building Index developed in Malaysia.
ETIP PV conference: 'Photovoltaics: centre-stage in the power systemCluster TWEED
This document summarizes the keynote speech given by Jeroen Schuppers from the European Commission on the Energy Union and the Strategic Energy Technology Plan (SET Plan). The SET Plan aims to accelerate the development and market deployment of low-carbon energy technologies. A new governance model for the SET Plan emphasizes strengthened cooperation between member states, stakeholders, and the European Commission. It includes setting targets, selecting research and innovation actions, identifying joint actions between countries, and flagships projects to demonstrate new technologies. Working groups composed of experts and government representatives will develop implementation plans to achieve the SET Plan's goals.
This document provides guidance for a student's independent study task on climate change. It outlines topics for the student's report such as natural climate change mechanisms, past climate changes including ice ages, the greenhouse effect and human contributions to it, predicted impacts of climate change globally and in the UK, and conclusions on whether the USA was right to refuse signing the Kyoto climate change treaty. It recommends including maps, diagrams and graphs, and provides a list of useful websites for researching the topics, including sites outlining the basics of global warming, climate change impacts, and information on Milankovitch cycles. The student is asked to produce a report of no more than 800 words to clear up the debate on climate change.
Presentation of the OECD project on governance of STI for global challengesPer Koch
Presentation given at the ICSU Rio +20 conference in June 2012 on the OECD-project STIG (on international governance collaboration on science, technology and innovation for meeting global challenges.
Quiz 3.2 Outline FORMAT for JE 3Method 3 – Similarities and Diff.docxaudeleypearl
Quiz 3.2 Outline FORMAT for JE 3
Method 3 – Similarities and Differences
Instructions: Now that you have learned how to organize your writing, write an outline using the format below. This is the outline you will use in writing JE 4. Follow these instructions to submit your work:
1. On page 2 of this document, you have an outline format with text blocks you can populate with information. This information is the skeleton of your writing or of your OUTLINE. Be sure to use KEYWORDS and/or PHRASES. Remember that the purpose of an outline is to help you organize your material in a quick and efficient way before you spend time writing a document. The thesis statement is expected to be a complete sentence which includes the TOPIC, the CONTROLLING IDEA and the BRANCHES. The more material you include in your outline, the easier it will be for you to write your essay. You can make the text boxes bigger to include more text by clicking on the corner and dragging it down.
2. As soon as you complete all the areas that need to be populated with text, copy the outline as a Word document on to your computer memory. You do not need to include this page of instructions.
3. Go back to the quiz where you found this assignment and attach your OUTLINE. To do that, click on ATTACHMENTS. When the little ATTACHMENT window opens, look for the window that says BROWSE.
4. Look for the outline file that you just saved in your computer memory. By clicking on it, you will select it. When you will see your document in the BROWSE window, click on UPLOAD FILE and then click FINISHED.
5. Now your outline document is ready to be submitted from your drop box as an attachment.
6. Before you submit your outline, you will see a link for the RUBRIC which appears on this quiz’s drop box. Click on it to make sure you have covered all the aspects of your outline. This RUBRIC is the grading instrument that your professor will use to grade this quiz.
7. Finally, don’t forget to click SUBMIT. If you don’t, your work will not go through and you will not get a grade.
Thesis Statement (Establishing Similarities and Differences)
Main Idea for Developmental Paragraph 1 (Similarities)
Main Idea for Developmental Paragraph 2 (Differences)
Topic 1
Topic 2
Topic 3
Topic 4
Topic 5
Topic 6
Conclusion Statement
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and Faculty of Technology, Policy, and
Management Management
Delft University of Technology Delft University of Tec ...
Age group is Adolescent 13-18The Integrating the Field of Develo.docxdaniahendric
Age group is Adolescent 13-18
The Integrating the Field of Developmental Psychology: A Review of the Literature
· Must be 8 to 10 double-spaced pages in length (not including title and references pages) and formatted according to APA style as outlined in the Ashford Writing Center (Links to an external site.).
· Must include a separate title page with the following:
· Title of paper
· Student’s name
· Course name and number
· Instructor’s name
· Date submitted
· Must use at least five scholarly sources in addition to the course text.
· The Scholarly, Peer Reviewed, and Other Credible Sources table offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source for a particular assignment.
· Must document all sources in APA style as outlined in the Ashford Writing Center.
· Must include a separate references page that is formatted according to APA style as outlined in the Ashford Writing Center.
You will then review the Developmental Psychology literature examining findings for that age group / developmental stage in terms of the physical, emotional, cognitive, social dimensions, and how they impact development and can best be used to meet developmental needs. Additionally, create a summary of the developmental stage as viewed through the lens of one developmental theory we have studied across the course (Piaget’s Theory of Cognitive Development, Freud’s Psychosexual Theory, Erickson’s Psychosocial Theory, etc.).
In your paper,
· Examine the physical changes associated with the selected developmental stage.
· Examine the cognitive changes associated with the selected developmental stage.
· Examine the emotional changes associated with the selected developmental stage.
· Examine the social changes associated with the selected developmental stage.
· Evaluate the developmental changes and appraise the effects of the physical, cognitive, emotional, and social environments.
· Integrate developmental and environmental factors into an assessment of developmental needs.
· Create a summary of the developmental stage as viewed through the lens of a selected developmental theory.
· Propose solutions for areas not addressed by the theory.
· Analyze the ethical considerations for research and practice with the selected developmental stage.
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
[email protected]
More information about this series at http://www.springer.com/series/10796
[email protected]
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
[email protected]
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and F ...
The document discusses the circular economy concept and policies supporting the transition to a circular economy in Europe. It defines a circular economy as an economic system of closed loops that aims to keep resources in use for as long as possible. The European Commission has adopted an ambitious action plan to stimulate Europe's transition, with goals like recycling 65% of household waste by 2030. Important EU policies include the Circular Economy Package and strategies on plastics and zero waste. However, further international policies are still needed to develop standards, share knowledge, and build coalitions to accelerate the global transition to circularity.
Evolutionary architecture: What can we learn from Nature?Chris Howe-Jones
Chris Howe-Jones explores mapping software architecture concepts to biological systems. Classes and functions could map to cells that communicate to perform higher functions. Message passing between methods could be like neurotransmitters or blood flow. Bounded contexts from domain-driven design are like separate organisms that evolve independently. Monoliths are analogous to single organisms with internal components like organs. Microservices are like colonial organisms like Portuguese man o' wars with specialized components. The document discusses how negative and positive feedback mechanisms aim to maintain homeostasis in biological systems and software architectures.
Write a scholarly paper in which you apply the concepts of epide.docxarnoldmeredith47041
This document provides requirements for an epidemiology paper that analyzes a communicable disease. Students must choose a communicable disease, describe it thoroughly including causes, transmission, symptoms, treatment and complications. They must discuss the population most affected by the disease and the determinants of health related to it. Students must also identify the epidemiologic triad of host, agent, and environmental factors for the disease and discuss the role of public health nurses in finding, reporting, collecting, analyzing data, and following up on the disease. The paper requires a minimum of three references and 1250 words in APA format.
Write a S.M.A.R.T. goal to improve the Habit 5 Seek First to .docxarnoldmeredith47041
This document outlines a goal to improve the ability to seek first to understand others rather than be understood according to Habit 5. The author acknowledges they are able to communicate but struggles with listening skills. The goal is to practice actively listening and understanding what people are saying rather than being focused on themselves.
Write a Risk Management Plan for a School FacilityInclude th.docxarnoldmeredith47041
Write a Risk Management Plan for a School Facility
Include the following topics listed below
Write at least one page per topic, double spaced, Times Roman, Font Size 12
Provide References.
Use the APA Format
·
Personnel Management
·
Indemnification Waiver
·
General Supervisory Practices
·
Crowd Management Plan
.
Write a review that 750 - 1000 words in length about one chapter in .docxarnoldmeredith47041
Write a review that 750 - 1000 words in length about one chapter in the Niebuhr textbook. Half will be a summary and half will be the student’s personal reflection. The reflection should include points that the student agrees and disagrees with Niebuhr about and why.
Niebuhr, H. Richard. (2001).
Christ and Culture
. New York: Harper and Row.
.
write a resume using the example belowCONTACT INFOFirs.docxarnoldmeredith47041
write a resume using the example below
CONTACT INFO
First and Last Name
City, State (Optional) | Best Phone Number to Reach You | Appropriate Email Address
SUMMARY OF QUALIFICATIONS
· 3-5 sentences describing why you would be a great fit for the position.
· Describe your relevant accomplishments, strengths, knowledge, experience, skillsets, and languages.
· This is the “preview to the movie.” Highlight your best qualifications so they choose to read the rest of the resume.
· Use bullet points to distinguish each sentence if more aesthetically pleasing.
PROFESSIONAL EXPERIENCE
· List jobs you have held in the past 10 years; only list older jobs if they are directly related to desired job.
· Do NOT list a job if you worked at a place of employment for less than 3 months.
· If you have some jobs that are related to your desired position/field and others that are not, only list the related jobs in this section. Create an “Additional Work History” section at the end of the resume for the non-related jobs.
· Use bullet points to list achievements, results, recognitions, and duties for each job.
Company Name - City, State
Job Title
Start Year - End Year or Present
3-5 achievements, results, recognitions, and duties
INTERNSHIP / EXTERNSHIP / CLINICAL EXPERIENCE
· This section should take priority over others unless you have previous work history in exact field.
Company Name - City, State
Title or Role
Month Year - Month Year
2-3 Main Responsibilities/Duties
CERTIFICATIONS and LICENSURES
Name of Certification/License
Issuing Company or Organization
Certification/License Number
Expiration Month Year
EDUCATION
· Only include schools that you received a degree or relevant certifications from, or are currently attending.
· Do NOT include your high school.
School Name - City, State
Major/Area of Study
Degree Earned
Graduation Year/Estimated Graduation Month Year
CORE COMPETENCIES
· List 6-9 competencies, skills, traits, and/or areas of proficiency that directly relate to the job.
· Utilize the job description to find the types of preferred and/or required skills and traits.
· This is a great area to match keywords from the job description that may not otherwise be easily listed in your resume.
· Use bullet points and columns to make this section more aesthetically pleasing and organized.
RELEVANT COURSEWORK
· List the core courses you have already completed and are currently in.
· Use bullet points to list each course.
VOLUNTEER WORK / AFFILIATIONS
Organization
City, State
example of resume
SHARKLY BRUCE, COTA/L
Amity Island, FL | (975) 206-1120 |
[email protected]
SUMMARY OF QUALIFICATIONS
· Certified Occupational Therapy Assistant with two 8-week rotations of Level II OTA fieldwork, as well as 3 years of previous healthcare experience in a hospital setting.
· Extensive direct care experience assisting patients after treatment of traumatic wounds from local wildlife attacks.
· Proven track record o.
Write a resume and cover letter for the following positionOnline.docxarnoldmeredith47041
Write a resume and cover letter for the following position
Online Marketing Strategist
Riverside, CA 92507
Full-time, Contract
Raincross is seeking a full time marketing rockstar to manage client accounts, devise and implement strategies and craft winning content daily. Candidates must be extremely motivated, possess excellent research and writing skills and pay very close attention to detail.
Requirements
Master the art of creating content: blog articles, updates on social sites, press releases, infographics (or at least the concepts behind them for our design team to create) are all part of the ideal candidates daily tasks
Research and analyze the latest data to uncover gaps; stay up to date on the latest trends and be quick enough to jump on them before they pass
Convert through compelling CTA’s: Create copy for signage, newsletters, email campaigns, online promotions, ads, etc to help brand reach their goals
A/B test: Do you know what works and what doesn’t?
Craft brand strategies: Figure out what they’re doing right, what they’re doing wrong and create strategies to implement. Research to include competitor marketing, trends, etc. Come up with creative new ways to help clients grow and become more successful
Social advertising: Run ads on Facebook, Instagram, Twitter, LinkedIn and any other social platform that allows us to
Responsibilities
Bachelors Degree in Communications, Marketing or similar
Excellent written and verbal communication and customer service skills
Must take initiative, possess creativity, be hands on and a team player
Should be open-minded, a fast learner, enthusiastic, and adaptable
Experience in writing, copy-writing, researching trends, analyzing data, a/b testing, brand strategies and running social ads and campaigns a huge plus
.
Write a response to the peers post based on the readings. Origi.docxarnoldmeredith47041
Write a response to the peer's post based on the readings.
Original Prompt:
Compare Carroll's strategies for creating sound in
Jabberwocky
with those used by Swenson in
A Nosty
Fright.
Pay attention to connotative and denotative meanings of the words and how the poet plays with sound.
Edilzon Ramirez
Response to Prompt:
In both poems there is a common element. And that is a wordplay to make nonsense poetry. The effect of this, is that we must think more in depth to figure out the real meaning behind the works of literature. In Jabberwocky, the writer begins by setting up the mood giving us the background of the events that are about to occur. The use of exclamation marks throughout the poem afterwards, are what in my opinion, give it the sound. For example, “O frabjous day! Callooh! Callay!” suggests sort of a proud/relived cry. Which is furthered backed up by the whimsical words that have a positive connation to them due to the slaying of the jabberwocky, who terrorized the people.
While in “A Nosty Fright” another poem with nonsense words or portmanteau the mood is sad, and it only becomes gloomier. Like Miss Brill, the poet describes things together, in the first stanza “roldengod and the soneyhuckle” and jumps to a lonely chipmunk, suggesting that it has lost its companion. There is hope for it when it meets the grasshopper. Ultimately, it comes to an end “Here we part,” said the hassgropper. “Pere we hart,” mipchunk, too”. All hope is lost for the chipmunk and is waiting for the winter to come. This symbolizes death because during the months of October, November, and December many mammals including the chipmunks hibernate and its almost like it wanted to go to sleep permanently remarking things like “Will it ever be morning, Nofember virst”.
Some say, that the chipmunk is a representation of the author and her sexuality. She like the chipmunk, was alone and the typhoon that was mentioned earlier, was her losing her mind. The words and the sounds they make, further makes this evident because it is gibberish written by someone who is broken.
(Your response to your peer should add or extend the point given by your peer.)
.
Write a response to the following prompt.Analyze the characteriz.docxarnoldmeredith47041
Write a response to the following prompt.
Analyze the characterization Shakespeare employed in
Julius Caesar
, paying particular attention to the role of women. (50 pts) Remember, as you write, to use the language of characterization as we have discussed in class.
.
Write a response to a peers post that adds or extends to the discus.docxarnoldmeredith47041
Write a response to a peer's post that adds or extends to the discussion point of your peer by Friday 07/24/2020.
This week's discussion prompt:
Explain how Faith in "Young Goodman Brown," Georgiana in "The Birthmark," and Elizabeth in "The Black Minister's Veil" are use to reveal some truth about the central male characters in each story. Describe the similarities that you see among these women characters.
Peer's Post:
-Emily Seide
In each of the three short stories, the female characters play a large role in the character development of the three male protagonists (Goodman, Aylmer, and Hooper). Throughout each story, the women leave a lasting impact on their significant other’s mentality of the world and perception of others. In “Young Goodman Brown”, Brown is faced with troubling sights that make him alter his point of view on his town and the townspeople. Brown was introduced to the true form of some nasty people, including his wife, Faith. When he returns home the next morning from a place of sinister evil, his encounter with Faith and his townspeople has made him a hardcore skeptic of anyone and everyone around him. Goodman Brown never trusted a soul after that night because he was forced to believe that evil resides in everyone. In “The Birthmark”, Aylmer goes insane trying to remove his wife, Georgiana’s, birthmark. Even after hearing how beautiful and well liked she is, Georgiana agrees to get her birthmark removed. Rather than seeing this as a perfect part of her, Aylmer sees the birthmark as a flaw that gives her an imperfect complexion. Later in the story, as the birthmark fades and she wakes up, she states that he should’ve admired what he had in the first place, then dies. This made Aylmer realize that he took time for granted, and now he lives a life without Georgiana due to his impatience with her already beautiful complexion. And finally, in “The Minister’s Black Veil”, Reverend Hooper consistently wears a black veil that covers the majority of his face. Several people were afraid and intimidated by it, except for his fiancée, Elizabeth. After further questioning, she begins to fear the veil due to what it symbolizes- the sin in all human beings. Hooper’s plea for Elizabeth to stay reveals the extent of which he is willing to sacrifice, and the decision for him to continue to wear the veil reveals great sorrow; “Do not leave me in this miserable obscurity forever!” (Hawthorne, 36). In each of the short stories, each female character, always a love interest, is first skeptical of the main character’s choice of actions, then later comply. In each short story, a life lesson is learned for each male character.
Readings are attached!
.
Write a response mini-essay of at least 150 to 300 words on the dis.docxarnoldmeredith47041
Write a response mini-essay of at least 150 to 300 words on the discussion topic identified below. Take a position and defend it. (Specify a thesis and support it very briefly with evidence)
The response essay should provide one example from the contemporary world to support your
Position. Ideally you have a source reference for your example. You must have a source reference if you
Refer to any material which is neither common knowledge nor personal experience. essay should be typed using
APA style
feature with a title page and list of references if any are used.
Topic:
Technology changes education
Postman argues that television technology substantively changes aspects of culture such as news, politics, religion, and education in ways that suit the technology, not the human culture that uses the technology. It is a point others have made as well, though it is still contested by many other philosophers and social critics. One excellent example of technological change is on-line course delivery. While there are some who say that the new medium does not provide an education, others (such as your instructor) believe they can accomplish a better education in some subject areas. What have you noticed? What differences are there in on-line education that are due to the way it is technologically mediated? What differences do they make in the education you are receiving? Do you think this is a better or worse education? Why might your instructor think it can be better (and not just because he manages the class while in his pajamas)?
.
Write a response for each document.Instructions Your post sho.docxarnoldmeredith47041
Write a response for each document.
Instructions:
Your post should be a thoughtful response and should include outside reference material from the internet or primary literature. That reference should be referred to specifically with an in-text citation (author, year) and your post should have a bibliography with those outside sources you used cited in APA format.
.
write a resonse paper mla styleHAIRHair deeply affects people,.docxarnoldmeredith47041
write a resonse paper mla style
HAIR
Hair deeply affects people, can transfigure or repulse them. Symbolic of life, hair bolts from our head. Like the earth, it can be harvested, but it will rise again. We can change its color and texture when the mood strikes us, but in time it will return to its original form, just as Nature will in time turn our precisely laid-out cities into a weed-way. Giving one's lover a lock of hair to wear in a small locket [3] around his neck used to be a moving and tender gesture, but also a dangerous one, since to spell-casters, magicians, voodoo-ers, and necromancers of all sorts, a tuft of someone's hair could be used to cast a spell against them. In a variation on this theme, a medieval knight wore a lock of his lady's pubic hair into battle. Since one of the arch-tenets of courtly love was secrecy, choosing this tiny memento instead of a lock of hair from her head may have been more of a practical choice than a philosophical one, but it still symbolized her life-force, which he was carrying with him. Ancient male leaders wore long flowing tresses as a sign of virility (in fact,
"kaiser" and "tsar" both mean "long-haired"
). In the biblical story of Samson, the hero's loss of hair brings on his weakness and downfall, just as it did for the hero Gilgamesh before him. In Europe in more recent times, women who collaborated with the enemy in World War II were humiliated by having their hair cut short. Among some orthodox Jews, a young woman must cut off her hair when she marries, lest her husband find her too attractive and wish to have sex with her out of desire rather than for procreation. Rastafarians regard their dreadlocks as "high-tension cables to heaven." These days, to shock the bourgeoisie and establish their own identity, as every generation must, many young men and women wear their hair as freeform sculpture, with lacquered spikes, close-cropped patterns that resemble a formal garden maze, and colors borrowed from an aviary or spray-painted alley. The first time a student walked into my classroom wearing a "blue jay," it did startle me. Royal-blue slabs of hair were brushed and sprayed straight up along the sides of his head, a long jelly roll of white hair fell forward over his eyebrows, and the back was shiny black, brushed straight up and plastered close to the head. I didn't dislike it, it just seemed like a lot to fuss with each day. I'm sure my grandmother felt that way about my mother's "beehive," and I know my mother feels that way about the curly weather system which is my own mane of long thick hair. One's hairstyle can be the badge of a group, as we've always known -- look at the military's crew cut, or the hairstyles worn by some nuns and monks. In the sixties, wearing long hair, especially if you were a man, often fetched a vitriolic outburst from parents, which is why the musical Hair summed up a generation so beautifully. The police, who seemed so clean-cut and cropped then, were succee.
Write a response about the topic in the reading (see attached) and m.docxarnoldmeredith47041
Write a response about the topic in the reading (see attached) and make sure you include the following:
1. Brief summary of the reading
2. What was intersting?
3. The main points highlighted and what do you think of the reading?
( 2 page response)
.
Write a research report based on a hypothetical research study. Con.docxarnoldmeredith47041
Write a research report based on a hypothetical research study. Conducting research and writing a report is common practice for many students and practitioners in any of the behavioral sciences fields.
A research report, which is based on scientific method, is typically composed of the different sections listed below:
Introduction:
The introduction states a specific hypothesis and how that hypothesis was derived by connecting it to previous research.
Methods:
The methods section describes the details of how the hypothesis was tested and clarifies why the study was conducted in that particular way.
Results:
The results section is where the raw uninterpreted data is presented.
Discussion:
The discussion section is where an argument is presented on whether or not the data supports the hypothesis, the possible implications and limitations of the study, as well as possible future directions for this type of research.
Together, these sections should tell the reader what was done, how it was done, and what was learned through the research. You will create a research report based on a
hypothetical
problem, sample, results, and literature review. Organize your data by creating meaningful sections within your report. Make sure that you:
Apply key concepts of inferential hypothesis tests.
Interpret the research findings of the study.
Examine the assumptions and limitations of inferential tests.
Develop a practical application of the research principles covered in this course.
Focus of the Research Report
To begin, create a hypothetical research study (you do not have to carry out the study; you will just have to describe it) that is based on the three pieces of information listed below. Once you have your hypothetical study created, write a three- to four-page research report (excluding title and reference pages) that outlines the study. You are encouraged to be creative with your research study, but be sure to follow the format outlined below and adhere to APA formatting as outlined in the Ashford Writing Center.
Your hypothetical research study should be based on the following information:
Recent research has indicated that eating chocolate can improve memory. Jones and Wilson (2011) found that eating chocolate two hours before taking math tests improved scores significantly. Wong, Hideki, Anderson, and Skaarsgard (2009) found that women are better than men on memory tests after eating chocolate.
There were 50 men and 50 women who were randomly selected from a larger population.
A
t
-test was conducted to compare men and women’s performance on an assessment after eating chocolate. The results showed an independent
t
-test value of
t
.05(99) = 3.43;
p
< .05
Your research study must contain the following:
Title Page
Title of your report
Your name
The course
Instructor
Date
Introduction
Introduce the research topic, explain why it is important, and present the purpose of the paper and the resea.
Write a Research Paper with the topic Pregnancy in the adolesce.docxarnoldmeredith47041
Write a Research Paper with the topic: Pregnancy in the adolescent life.
The conditions are:
APA format
Double space
One inch margin on all sides
All paragraph in the body are indented
The title is centered on the page with your name and school institution
Paragraph 2, 3, and 4 need another inch more
All pages should be numbered and with citation
Apart of the Research paper write the topic sentence (a question or a statement) & the THESIS of the Research Paper. Write 3 citations for your Research Paper.
.
Write a Research Paper with the topic Autism a major problem. T.docxarnoldmeredith47041
Write a Research Paper with the topic: Autism a major problem.
The conditions are:
APA format
Double space
One inch margin on all sides
All paragraph in the body are indented
The title is centered on the page with your name and school institution
Paragraph 2, 3, and 4 need another inch more
All pages should be numbered and with citation
Apart of the Research paper write the topic sentence (a question or a statement) & the THESIS of the Research Paper.
Write 3 citations for your Research Paper.
.
Write a research paper that explains how Information Technology (IT).docxarnoldmeredith47041
Write a research paper that explains how Information Technology (IT) promotes getting people who are affected by policies involved in the policy-making process. Cite specific examples.
1000- 1200 words APA format and
Create a powerpoint presentation using 5 slides on the main points covered in your research paper. You may use a title slide and a reference slide.
Please find the attached text book.
.
Write a research paper outlining possible career paths in the field .docxarnoldmeredith47041
Write a research paper outlining possible career paths in the field of Human Resources Management (HRM) and based upon independent research discuss how different organizations might develop and implement a strategic HRM plan.
Research Paper Instructions:
IMPORTANT!!
Submit your work as an MS WORD ATTACHMENT in either a .doc, .docx, or .rtf format.
Please support your ideas, arguments, and opinions with independent research, include at least three (3) supporting references or sources (NOT Wikipedia, unknown, or anonymous sources), format your work in proper APA format, include a cover page, an abstract, an introduction and a labeled conclusion in accordance with the course rubric, a minimum of 3 FULL pages of written content, and a reference section. Double space all work and cite all listed references properly in text in accordance with the 6th edition of the APA manual, chapters 6 & 7.
.
Write a Research paper on the Legal issues associated with pentestin.docxarnoldmeredith47041
Write a Research paper on the Legal issues associated with pentesting.
Paper Specifics
3000 words (not counting citations)
APA format
Max team size of two
Minimum 5 academic sources
Provides clear summary and introduction to project scope; includes coherent discussion of key concepts, principles, and problem statement; develops clear context between project tasks and performing security testing in a virtual environment
Provides a thorough and concise summary of the project by listing the purpose and results of each test conducted; or research summary; clearly links the results with recommendations/research, which are supported by test data and external references
.
Write a research paper on one of the following topics .docxarnoldmeredith47041
Write a research paper on
one
of the following topics:
1. What are the effects of corruption on capitalism and foreign investment? (Unit II)
Be sure to include at least the following points in your paper:
What are the types of corruption?
What are effects of corruption on MNCs?
How can MNCs deal effectively with these problems?
2. How can MNCs effectively negotiate with local employees, local suppliers, and local governments in the Middle East? (Unit IV)
Be sure to include at least the following points in your paper:
What are some examples of negotiation cases in the Middle East?
How do MNCs use negotiation to solve problems?
What roles do different cultures have in negotiation?
3. Discuss the problems MNCs face when assigning expatriates to an Eastern European country and how they should support the expatriates. (Unit VII)
Be sure to include at least the following points in your paper:
What are problems for international assignments in Eastern Europe?
What are solutions for the problems?
What are strategies MNCs can implement to support their expatriates?
Directions:
The paper should be at least 750 words in length.
You are required to use a minimum of three scholarly sources for the paper.
All sources used must be referenced; paraphrased and quoted material must have accompanying APA citations.
.
How Barcodes Can Be Leveraged Within Odoo 17Celine George
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Chapter wise All Notes of First year Basic Civil Engineering.pptxDenish Jangid
Chapter wise All Notes of First year Basic Civil Engineering
Syllabus
Chapter-1
Introduction to objective, scope and outcome the subject
Chapter 2
Introduction: Scope and Specialization of Civil Engineering, Role of civil Engineer in Society, Impact of infrastructural development on economy of country.
Chapter 3
Surveying: Object Principles & Types of Surveying; Site Plans, Plans & Maps; Scales & Unit of different Measurements.
Linear Measurements: Instruments used. Linear Measurement by Tape, Ranging out Survey Lines and overcoming Obstructions; Measurements on sloping ground; Tape corrections, conventional symbols. Angular Measurements: Instruments used; Introduction to Compass Surveying, Bearings and Longitude & Latitude of a Line, Introduction to total station.
Levelling: Instrument used Object of levelling, Methods of levelling in brief, and Contour maps.
Chapter 4
Buildings: Selection of site for Buildings, Layout of Building Plan, Types of buildings, Plinth area, carpet area, floor space index, Introduction to building byelaws, concept of sun light & ventilation. Components of Buildings & their functions, Basic concept of R.C.C., Introduction to types of foundation
Chapter 5
Transportation: Introduction to Transportation Engineering; Traffic and Road Safety: Types and Characteristics of Various Modes of Transportation; Various Road Traffic Signs, Causes of Accidents and Road Safety Measures.
Chapter 6
Environmental Engineering: Environmental Pollution, Environmental Acts and Regulations, Functional Concepts of Ecology, Basics of Species, Biodiversity, Ecosystem, Hydrological Cycle; Chemical Cycles: Carbon, Nitrogen & Phosphorus; Energy Flow in Ecosystems.
Water Pollution: Water Quality standards, Introduction to Treatment & Disposal of Waste Water. Reuse and Saving of Water, Rain Water Harvesting. Solid Waste Management: Classification of Solid Waste, Collection, Transportation and Disposal of Solid. Recycling of Solid Waste: Energy Recovery, Sanitary Landfill, On-Site Sanitation. Air & Noise Pollution: Primary and Secondary air pollutants, Harmful effects of Air Pollution, Control of Air Pollution. . Noise Pollution Harmful Effects of noise pollution, control of noise pollution, Global warming & Climate Change, Ozone depletion, Greenhouse effect
Text Books:
1. Palancharmy, Basic Civil Engineering, McGraw Hill publishers.
2. Satheesh Gopi, Basic Civil Engineering, Pearson Publishers.
3. Ketki Rangwala Dalal, Essentials of Civil Engineering, Charotar Publishing House.
4. BCP, Surveying volume 1
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.pptHenry Hollis
The History of NZ 1870-1900.
Making of a Nation.
From the NZ Wars to Liberals,
Richard Seddon, George Grey,
Social Laboratory, New Zealand,
Confiscations, Kotahitanga, Kingitanga, Parliament, Suffrage, Repudiation, Economic Change, Agriculture, Gold Mining, Timber, Flax, Sheep, Dairying,
A Visual Guide to 1 Samuel | A Tale of Two HeartsSteve Thomason
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Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
The Challenger Disaster A Case-study in Engineering Ethics.docx
1. The Challenger Disaster
A Case-study in Engineering Ethics
• Shuttle Components
– Orbiter
– Liquid Rocket
Booster
– Solid Rocket
Booster
Shuttle Components
Chronology of the Related Events
• 1974
– NASA contracts Morton Thiokol
• 1976
– NASA accepts the design based on the Titan
missiles
2. – The joints are sealed by
• Two synthetic rubber O-rings,
• 177 clevis pins,
• Heat shield putty
The Cause of the Disaster
Early Problems
• 1977
– Tests at Thiokol show O-ring leakage
– Joint is made stronger by changing sizes
• 1981
– Post-launch investigation showed O-ring
erosion due to hot gages.
Early Problems
• January of 1985 launch
3. – First cold-weather launch
– Post-launch investigation showed joint failure
– Tests showed O-rings inability to fill the gap
due to joint rotation at lower temperatures
Early Problems
• July 1985
– Thiokol redesigns the joints w/o O-rings – The
design was not ready for Challenger launch
Political Climate
• Congress is unhappy with NASA
• Competition with Russians to be the first to
observe Halley’s comet.
• Pressure to launch before President
4. Reagan’s State of the Union Address
Days before Launch
• First launch attempt postponed
• The next launch date was set and was to be
attended by Vice President Bush.
• The temperature at launch: 29 degrees F.
Days Before Launch
• NASA starts an investigation of the effect
of low temperatures on the O-ring seals
• Organization involved
– NASA
– Marshall Space Flight Center
– Morton Thiokol
5. Engineering Investigation Before
Launch
• Players at NASA
– Larry Mulloy: SRB Project Manager at Marshall
• Players at Thiokol
– Roger Boisjoly: A SRB engineer
– Arnie Johnson: A SRB engineer
– Joe Kilminster: SRB engineering manager
– Alan McDonald: SRB engineering director
– Bob Lund: Vice president for engineering
– Jerald Mason: General manager
Engineering Investigation Before
Launch
• Boisjoly and Johnson recommend the
launch to be postponed.
• Bob Lund, the VP for engineering agrees
6. and makes a similar recommendation.
Investigation Before Launch
• Larry Mulloy, the NASA manager of SRB
asks Joe Kilminister, the SRB manager at
Thiokol, for his opinion.
• Kilminister agrees with other Thiokol
engineers and recommends a launch delay.
Investigation Before Launch
• After discussion with Mason
• Lund reverses his decision regarding
launch!
• Thiokol recommend the launch to proceed
The Launch in January 1986
• The overnight temperatures drop to 8 F
7. • The temperature of SRB at launch is 28 F
• There is an immediate blow-by of hot gas at
launch. The seal fails quickly over an arc of
70 degrees.
The Launch in January 1986
• The by-products of combustion forms a
glassy oxide that reseals the joint.
• The brittle oxide is shattered
• Hot gases quickly burn through the liquid
rocket booster
The Aftermath
• Causes of the accident are attributed to
– Inability of the O-rings to expand and seal at
low temperatures.
8. – Heat shield putty did not perform at low
temperatures
– Fits and seating of the O-ring was affected by
low temperature.
The Aftermath
• After all the testimonials
– Biosjoly is taken off the project and subtly
harassed by Thiokol management.
Public Administration and Information
Technology
Volume 10
Series Editor
Christopher G. Reddick
San Antonio, Texas, USA
9. More information about this series at
http://www.springer.com/series/10796
Marijn Janssen • Maria A. Wimmer
Ameneh Deljoo
Editors
Policy Practice and Digital
Science
Integrating Complex Systems, Social
Simulation and Public Administration
in Policy Research
2123
Editors
Marijn Janssen Ameneh Deljoo
Faculty of Technology, Policy, and Faculty of Technology,
Policy, and
Management Management
Delft University of Technology Delft University of Technology
Delft Delft
The Netherlands The Netherlands
Maria A. Wimmer
Institute for Information Systems Research
University of Koblenz-Landau
Koblenz
11. (www.springer.com)
Preface
The last economic and financial crisis has heavily threatened
European and other
economies around the globe. Also, the Eurozone crisis, the
energy and climate
change crises, challenges of demographic change with high
unemployment rates,
and the most recent conflicts in the Ukraine and the near East or
the Ebola virus
disease in Africa threaten the wealth of our societies in
different ways. The inability
to predict or rapidly deal with dramatic changes and negative
trends in our economies
and societies can seriously hamper the wealth and prosperity of
the European Union
and its Member States as well as the global networks. These
societal and economic
challenges demonstrate an urgent need for more effective and
efficient processes of
governance and policymaking, therewith specifically addressing
crisis management
and economic/welfare impact reduction.
Therefore, investing in the exploitation of innovative
information and commu-
nication technology (ICT) in the support of good governance
and policy modeling
has become a major effort of the European Union to position
itself and its Member
States well in the global digital economy. In this realm, the
European Union has
12. laid out clear strategic policy objectives for 2020 in the Europe
2020 strategy1: In
a changing world, we want the EU to become a smart,
sustainable, and inclusive
economy. These three mutually reinforcing priorities should
help the EU and the
Member States deliver high levels of employment, productivity,
and social cohesion.
Concretely, the Union has set five ambitious objectives—on
employment, innovation,
education, social inclusion, and climate/energy—to be reached
by 2020. Along with
this, Europe 2020 has established four priority areas—smart
growth, sustainable
growth, inclusive growth, and later added: A strong and
effective system of eco-
nomic governance—designed to help Europe emerge from the
crisis stronger and to
coordinate policy actions between the EU and national levels.
To specifically support European research in strengthening
capacities, in overcom-
ing fragmented research in the field of policymaking, and in
advancing solutions for
1 Europe 2020 http://ec.europa.eu/europe2020/index_en.htm
v
vi Preface
ICT supported governance and policy modeling, the European
Commission has co-
funded an international support action called eGovPoliNet2. The
13. overall objective
of eGovPoliNet was to create an international, cross-
disciplinary community of re-
searchers working on ICT solutions for governance and policy
modeling. In turn,
the aim of this community was to advance and sustain research
and to share the
insights gleaned from experiences in Europe and globally. To
achieve this, eGovPo-
liNet established a dialogue, brought together experts from
distinct disciplines, and
collected and analyzed knowledge assets (i.e., theories,
concepts, solutions, findings,
and lessons on ICT solutions in the field) from different
research disciplines. It built
on case material accumulated by leading actors coming from
distinct disciplinary
backgrounds and brought together the innovative knowledge in
the field. Tools, meth-
ods, and cases were drawn from the academic community, the
ICT sector, specialized
policy consulting firms as well as from policymakers and
governance experts. These
results were assembled in a knowledge base and analyzed in
order to produce com-
parative analyses and descriptions of cases, tools, and scientific
approaches to enrich
a common knowledge base accessible via www.policy-
community.eu.
This book, entitled “Policy Practice and Digital Science—
Integrating Complex
Systems, Social Simulation, and Public Administration in Policy
Research,” is one
of the exciting results of the activities of eGovPoliNet—fusing
community building
14. activities and activities of knowledge analysis. It documents
findings of comparative
analyses and brings in experiences of experts from academia
and from case descrip-
tions from all over the globe. Specifically, it demonstrates how
the explosive growth
in data, computational power, and social media creates new
opportunities for policy-
making and research. The book provides a first comprehensive
look on how to take
advantage of the development in the digital world with new
approaches, concepts,
instruments, and methods to deal with societal and
computational complexity. This
requires the knowledge traditionally found in different
disciplines including public
administration, policy analyses, information systems, complex
systems, and com-
puter science to work together in a multidisciplinary fashion
and to share approaches.
This book provides the foundation for strongly multidisciplinary
research, in which
the various developments and disciplines work together from a
comprehensive and
holistic policymaking perspective. A wide range of aspects for
social and professional
networking and multidisciplinary constituency building along
the axes of technol-
ogy, participative processes, governance, policy modeling,
social simulation, and
visualization are tackled in the 19 papers.
With this book, the project makes an effective contribution to
the overall objec-
tives of the Europe 2020 strategy by providing a better
understanding of different
15. approaches to ICT enabled governance and policy modeling, and
by overcoming the
fragmented research of the past. This book provides impressive
insights into various
theories, concepts, and solutions of ICT supported policy
modeling and how stake-
holders can be more actively engaged in public policymaking. It
draws conclusions
2 eGovPoliNet is cofunded under FP 7, Call identifier FP7-ICT-
2011-7, URL: www.policy-
community.eu
Preface vii
of how joint multidisciplinary research can bring more effective
and resilient find-
ings for better predicting dramatic changes and negative trends
in our economies and
societies.
It is my great pleasure to provide the preface to the book
resulting from the
eGovPoliNet project. This book presents stimulating research by
researchers coming
from all over Europe and beyond. Congratulations to the project
partners and to the
authors!—Enjoy reading!
Thanassis Chrissafis
Project officer of eGovPoliNet
European Commission
DG CNECT, Excellence in Science, Digital Science
16. Contents
1 Introduction to Policy-Making in the Digital Age . . . . . . . . . .
. . . . . . . 1
Marijn Janssen and Maria A. Wimmer
2 Educating Public Managers and Policy Analysts
in an Era of Informatics . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 15
Christopher Koliba and Asim Zia
3 The Quality of Social Simulation: An Example from Research
Policy Modelling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 35
Petra Ahrweiler and Nigel Gilbert
4 Policy Making and Modelling in a Complex World . . . . . . . .
. . . . . . . . 57
Wander Jager and Bruce Edmonds
5 From Building a Model to Adaptive Robust Decision Making
Using Systems Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 75
Erik Pruyt
6 Features and Added Value of Simulation Models Using
Different
Modelling Approaches Supporting Policy-Making: A
Comparative
Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . 95
Dragana Majstorovic, Maria A.Wimmer, Roy Lay-Yee, Peter
Davis
and Petra Ahrweiler
17. 7 A Comparative Analysis of Tools and Technologies
for Policy Making . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . 125
Eleni Kamateri, Eleni Panopoulou, Efthimios Tambouris,
Konstantinos Tarabanis, Adegboyega Ojo, Deirdre Lee
and David Price
8 Value Sensitive Design of Complex Product Systems . . . . . . .
. . . . . . . . 157
Andreas Ligtvoet, Geerten van de Kaa, Theo Fens, Cees van
Beers,
Paulier Herder and Jeroen van den Hoven
ix
x Contents
9 Stakeholder Engagement in Policy Development: Observations
and Lessons from International Experience . . . . . . . . . . . . . . . .
. . . . . . 177
Natalie Helbig, Sharon Dawes, Zamira Dzhusupova, Bram
Klievink
and Catherine Gerald Mkude
10 Values in Computational Models Revalued . . . . . . . . . . . . .
. . . . . . . . . . 205
Rebecca Moody and Lasse Gerrits
11 The Psychological Drivers of Bureaucracy: Protecting
the Societal Goals of an Organization . . . . . . . . . . . . . . . . . . .
. . . . . . . . . 221
Tjeerd C. Andringa
18. 12 Active and Passive Crowdsourcing in Government . . . . . . . .
. . . . . . . . 261
Euripidis Loukis and Yannis Charalabidis
13 Management of Complex Systems: Toward Agent-Based
Gaming for Policy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . 291
Wander Jager and Gerben van der Vegt
14 The Role of Microsimulation in the Development of Public
Policy . . . 305
Roy Lay-Yee and Gerry Cotterell
15 Visual Decision Support for Policy Making: Advancing
Policy
Analysis with Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . 321
Tobias Ruppert, Jens Dambruch, Michel Krämer, Tina Balke,
Marco
Gavanelli, Stefano Bragaglia, Federico Chesani, Michela
Milano
and Jörn Kohlhammer
16 Analysis of Five Policy Cases in the Field of Energy Policy .
. . . . . . . . 355
Dominik Bär, Maria A.Wimmer, Jozef Glova, Anastasia
Papazafeiropoulou and Laurence Brooks
17 Challenges to Policy-Making in Developing Countries
and the Roles of Emerging Tools, Methods and Instruments:
Experiences from Saint Petersburg . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . 379
Dmitrii Trutnev, Lyudmila Vidyasova and Andrei Chugunov
18 Sustainable Urban Development, Governance and Policy:
A Comparative Overview of EU Policies and Projects . . . . . . . .
19. . . . . . 393
Diego Navarra and Simona Milio
19 eParticipation, Simulation Exercise and Leadership Training
in Nigeria: Bridging the Digital Divide . . . . . . . . . . . . . . . . . .
. . . . . . . . . 417
Tanko Ahmed
Contributors
Tanko Ahmed National Institute for Policy and Strategic Studies
(NIPSS), Jos,
Nigeria
Petra Ahrweiler EA European Academy of Technology and
Innovation Assess-
ment GmbH, Bad Neuenahr-Ahrweiler, Germany
Tjeerd C. Andringa University College Groningen, Institute of
Artificial In-
telligence and Cognitive Engineering (ALICE), University of
Groningen, AB,
Groningen, the Netherlands
Tina Balke University of Surrey, Surrey, UK
Dominik Bär University of Koblenz-Landau, Koblenz, Germany
Cees van Beers Faculty of Technology, Policy, and
Management, Delft University
of Technology, Delft, The Netherlands
Stefano Bragaglia University of Bologna, Bologna, Italy
20. Laurence Brooks Brunel University, Uxbridge, UK
Yannis Charalabidis University of the Aegean, Samos, Greece
Federico Chesani University of Bologna, Bologna, Italy
Andrei Chugunov ITMO University, St. Petersburg, Russia
Gerry Cotterell Centre of Methods and Policy Application in the
Social Sciences
(COMPASS Research Centre), University of Auckland,
Auckland, New Zealand
Jens Dambruch Fraunhofer Institute for Computer Graphics
Research, Darmstadt,
Germany
Peter Davis Centre of Methods and Policy Application in the
Social Sciences
(COMPASS Research Centre), University of Auckland,
Auckland, New Zealand
Sharon Dawes Center for Technology in Government,
University at Albany,
Albany, New York, USA
xi
xii Contributors
Zamira Dzhusupova Department of Public Administration and
Development Man-
agement, United Nations Department of Economic and Social
Affairs (UNDESA),
21. NewYork, USA
Bruce Edmonds Manchester Metropolitan University,
Manchester, UK
Theo Fens Faculty of Technology, Policy, and Management,
Delft University of
Technology, Delft, The Netherlands
Marco Gavanelli University of Ferrara, Ferrara, Italy
Lasse Gerrits Department of Public Administration, Erasmus
University
Rotterdam, Rotterdam, The Netherlands
Nigel Gilbert University of Surrey, Guildford, UK
Jozef Glova Technical University Kosice, Kosice, Slovakia
Natalie Helbig Center for Technology in Government,
University at Albany,
Albany, New York, USA
Paulier Herder Faculty of Technology, Policy, and Management,
Delft University
of Technology, Delft, The Netherlands
Jeroen van den Hoven Faculty of Technology, Policy, and
Management, Delft
University of Technology, Delft, The Netherlands
Wander Jager Groningen Center of Social Complexity Studies,
University of
Groningen, Groningen, The Netherlands
Marijn Janssen Faculty of Technology, Policy, and
22. Management, Delft University
of Technology, Delft, The Netherlands
Geerten van de Kaa Faculty of Technology, Policy, and
Management, Delft
University of Technology, Delft, The Netherlands
Eleni Kamateri Information Technologies Institute, Centre for
Research &
Technology—Hellas, Thessaloniki, Greece
Bram Klievink Faculty of Technology, Policy and Management,
Delft University
of Technology, Delft, The Netherlands
Jörn Kohlhammer GRIS, TU Darmstadt & Fraunhofer IGD,
Darmstadt, Germany
Christopher Koliba University of Vermont, Burlington, VT,
USA
Michel Krämer Fraunhofer Institute for Computer Graphics
Research, Darmstadt,
Germany
Roy Lay-Yee Centre of Methods and Policy Application in the
Social Sciences
(COMPASS Research Centre), University of Auckland,
Auckland, New Zealand
Deirdre Lee INSIGHT Centre for Data Analytics, NUIG,
Galway, Ireland
Contributors xiii
23. Andreas Ligtvoet Faculty of Technology, Policy, and
Management, Delft Univer-
sity of Technology, Delft, The Netherlands
Euripidis Loukis University of the Aegean, Samos, Greece
Dragana Majstorovic University of Koblenz-Landau, Koblenz,
Germany
Michela Milano University of Bologna, Bologna, Italy
Simona Milio London School of Economics, Houghton Street,
London, UK
Catherine Gerald Mkude Institute for IS Research, University of
Koblenz-Landau,
Koblenz, Germany
Rebecca Moody Department of Public Administration, Erasmus
University
Rotterdam, Rotterdam, The Netherlands
Diego Navarra Studio Navarra, London, UK
Adegboyega Ojo INSIGHT Centre for Data Analytics, NUIG,
Galway, Ireland
Eleni Panopoulou Information Technologies Institute, Centre
for Research &
Technology—Hellas, Thessaloniki, Greece
Anastasia Papazafeiropoulou Brunel University, Uxbridge, UK
David Price Thoughtgraph Ltd, Somerset, UK
24. Erik Pruyt Faculty of Technology, Policy, and Management,
Delft University of
Technology, Delft, The Netherlands; Netherlands Institute for
Advanced Study,
Wassenaar, The Netherlands
Tobias Ruppert Fraunhofer Institute for Computer Graphics
Research, Darmstadt,
Germany
Efthimios Tambouris Information Technologies Institute, Centre
for Research &
Technology—Hellas, Thessaloniki, Greece; University of
Macedonia, Thessaloniki,
Greece
Konstantinos Tarabanis Information Technologies Institute,
Centre for Research
& Technology—Hellas, Thessaloniki, Greece; University of
Macedonia, Thessa-
loniki, Greece
Dmitrii Trutnev ITMO University, St. Petersburg, Russia
Gerben van der Vegt Faculty of Economics and Business,
University of Groningen,
Groningen, The Netherlands
Lyudmila Vidyasova ITMO University, St. Petersburg, Russia
Maria A. Wimmer University of Koblenz-Landau, Koblenz,
Germany
Asim Zia University of Vermont, Burlington, VT, USA
25. Chapter 1
Introduction to Policy-Making in the Digital Age
Marijn Janssen and Maria A. Wimmer
We are running the 21st century using 20th century systems on
top of 19th century political structures. . . .
John Pollock, contributing editor MIT technology review
Abstract The explosive growth in data, computational power,
and social media
creates new opportunities for innovating governance and policy-
making. These in-
formation and communications technology (ICT) developments
affect all parts of
the policy-making cycle and result in drastic changes in the way
policies are devel-
oped. To take advantage of these developments in the digital
world, new approaches,
concepts, instruments, and methods are needed, which are able
to deal with so-
cietal complexity and uncertainty. This field of research is
sometimes depicted
as e-government policy, e-policy, policy informatics, or data
science. Advancing
our knowledge demands that different scientific communities
collaborate to create
practice-driven knowledge. For policy-making in the digital age
disciplines such as
complex systems, social simulation, and public administration
need to be combined.
1.1 Introduction
Policy-making and its subsequent implementation is necessary
27. which is traditionally
found in different disciplines, including (but not limited to)
public administration,
policy analyses, information systems, complex systems, and
computer science. All
these knowledge areas are needed for policy-making in the
digital age. The aim of
this book is to provide a foundation for this new
interdisciplinary field in which
various traditional disciplines are blended.
Both policy-makers and those in charge of policy
implementations acknowledge
that ICT is becoming more and more important and is changing
the policy-making
process, resulting in a next generation policy-making based on
ICT support. The field
of policy-making is changing driven by developments such as
open data, computa-
tional methods for processing data, opinion mining, simulation,
and visualization of
rich data sets, all combined with public engagement, social
media, and participatory
tools. In this respect Web 2.0 and even Web 3.0 point to the
specific applications of
social networks and semantically enriched and linked data
which are important for
policy-making. In policy-making vast amount of data are used
for making predictions
and forecasts. This should result in improving the outcomes of
policy-making.
Policy-making is confronted with an increasing complexity and
uncertainty of the
outcomes which results in a need for developing policy models
that are able to deal
28. with this. To improve the validity of the models policy-makers
are harvesting data to
generate evidence. Furthermore, they are improving their
models to capture complex
phenomena and dealing with uncertainty and limited and
incomplete information.
Despite all these efforts, there remains often uncertainty
concerning the outcomes of
policy interventions. Given the uncertainty, often multiple
scenarios are developed
to show alternative outcomes and impact. A condition for this is
the visualization of
policy alternatives and its impact. Visualization can ensure
involvement of nonexpert
and to communicate alternatives. Furthermore, games can be
used to let people gain
insight in what can happen, given a certain scenario. Games
allow persons to interact
and to experience what happens in the future based on their
interventions.
Policy-makers are often faced with conflicting solutions to
complex problems,
thus making it necessary for them to test out their assumptions,
interventions, and
resolutions. For this reason policy-making organizations
introduce platforms facili-
tating policy-making and citizens engagements and enabling the
processing of large
volumes of data. There are various participative platforms
developed by government
agencies (e.g., De Reuver et al. 2013; Slaviero et al. 2010;
Welch 2012). Platforms
can be viewed as a kind of regulated environment that enable
developers, users, and
others to interact with each other, share data, services, and
29. applications, enable gov-
ernments to more easily monitor what is happening and
facilitate the development
of innovative solutions (Janssen and Estevez 2013). Platforms
should provide not
only support for complex policy deliberations with citizens but
should also bring to-
gether policy-modelers, developers, policy-makers, and other
stakeholders involved
in policy-making. In this way platforms provide an information-
rich, interactive
1 Introduction to Policy-Making in the Digital Age 3
environment that brings together relevant stakeholders and in
which complex phe-
nomena can be modeled, simulated, visualized, discussed, and
even the playing of
games can be facilitated.
1.2 Complexity and Uncertainty in Policy-Making
Policy-making is driven by the need to solve societal problems
and should result in
interventions to solve these societal problems. Examples of
societal problems are
unemployment, pollution, water quality, safety, criminality,
well-being, health, and
immigration. Policy-making is an ongoing process in which
issues are recognized
as a problem, alternative courses of actions are formulated,
policies are affected,
implemented, executed, and evaluated (Stewart et al. 2007).
Figure 1.1 shows the
30. typical stages of policy formulation, implementation, execution,
enforcement, and
evaluation. This process should not be viewed as linear as many
interactions are
necessary as well as interactions with all kind of stakeholders.
In policy-making
processes a vast amount of stakeholders are always involved,
which makes policy-
making complex.
Once a societal need is identified, a policy has to be formulated.
Politicians,
members of parliament, executive branches, courts, and interest
groups may be
involved in these formulations. Often contradictory proposals
are made, and the
impact of a proposal is difficult to determine as data is missing,
models cannot
citizen
s
Policy formulation
Policy
implementation
Policy
execution
Policy
enforcement and
evaluation
politicians
31. Policy-
makers
Administrative
organizations
b
u
sin
esses
Inspection and
enforcement agencies
experts
Fig. 1.1 Overview of policy cycle and stakeholders
4 M. Janssen and M. A. Wimmer
capture the complexity, and the results of policy models are
difficult to interpret and
even might be interpreted in an opposing way. This is further
complicated as some
proposals might be good but cannot be implemented or are too
costly to implement.
There is a large uncertainty concerning the outcomes.
Policy implementation is done by organizations other than those
that formulated
the policy. They often have to interpret the policy and have to
make implemen-
32. tation decisions. Sometimes IT can block quick implementation
as systems have
to be changed. Although policy-making is the domain of the
government, private
organizations can be involved to some extent, in particular in
the execution of policies.
Once all things are ready and decisions are made, policies need
to be executed.
During the execution small changes are typically made to fine
tune the policy formu-
lation, implementation decisions might be more difficult to
realize, policies might
bring other benefits than intended, execution costs might be
higher and so on. Typ-
ically, execution is continually changing. Evaluation is part of
the policy-making
process as it is necessary to ensure that the policy-execution
solved the initial so-
cietal problem. Policies might become obsolete, might not work,
have unintended
affects (like creating bureaucracy) or might lose its support
among elected officials,
or other alternatives might pop up that are better.
Policy-making is a complex process in which many stakeholders
play a role. In
the various phases of policy-making different actors are
dominant and play a role.
Figure 1.1 shows only some actors that might be involved, and
many of them are not
included in this figure. The involvement of so many actors
results in fragmentation
and often actors are even not aware of the decisions made by
other actors. This makes
it difficult to manage a policy-making process as each actor has
33. other goals and might
be self-interested.
Public values (PVs) are a way to try to manage complexity and
give some guidance.
Most policies are made to adhere to certain values. Public value
management (PVM)
represents the paradigm of achieving PVs as being the primary
objective (Stoker
2006). PVM refers to the continuous assessment of the actions
performed by public
officials to ensure that these actions result in the creation of PV
(Moore 1995). Public
servants are not only responsible for following the right
procedure, but they also have
to ensure that PVs are realized. For example, civil servants
should ensure that garbage
is collected. The procedure that one a week garbage is collected
is secondary. If it is
necessary to collect garbage more (or less) frequently to ensure
a healthy environment
then this should be done. The role of managers is not only to
ensure that procedures
are followed but they should be custodians of public assets and
maximize a PV.
There exist a wide variety of PVs (Jørgensen and Bozeman
2007). PVs can be
long-lasting or might be driven by contemporary politics. For
example, equal access
is a typical long-lasting value, whereas providing support for
students at universities
is contemporary, as politicians might give more, less, or no
support to students. PVs
differ over times, but also the emphasis on values is different in
the policy-making
34. cycle as shown in Fig. 1.2. In this figure some of the values
presented by Jørgensen
and Bozeman (2007) are mapped onto the four policy-making
stages. Dependent on
the problem at hand other values might play a role that is not
included in this figure.
1 Introduction to Policy-Making in the Digital Age 5
Policy
formulation
Policy
implementation
Policy
execution
Policy
enforcement
and evaluation
efficiency
efficiency
accountability
transparancy
responsiveness
public interest
35. will of the people
listening
citizen involvement
evidence-based
protection of
individual rights
accountability
transparancy
evidence-based
equal access
balancing of interests
robust
honesty
fair
timelessness
reliable
flexible
fair
Fig. 1.2 Public values in the policy cycle
36. Policy is often formulated by politicians in consultation with
experts. In the PVM
paradigm, public administrations aim at creating PVs for society
and citizens. This
suggests a shift from talking about what citizens expect in
creating a PV. In this view
public officials should focus on collaborating and creating a
dialogue with citizens
in order to determine what constitutes a PV.
1.3 Developments
There is an infusion of technology that changes policy processes
at both the individual
and group level. There are a number of developments that
influence the traditional
way of policy-making, including social media as a means to
interact with the public
(Bertot et al. 2012), blogs (Coleman and Moss 2008), open data
(Janssen et al. 2012;
Zuiderwijk and Janssen 2013), freedom of information (Burt
2011), the wisdom
of the crowds (Surowiecki 2004), open collaboration and
transparency in policy
simulation (Wimmer et al. 2012a, b), agent-based simulation
and hybrid modeling
techniques (Koliba and Zia 2012) which open new ways of
innovative policy-making.
Whereas traditional policy-making is executed by experts, now
the public is involved
to fulfill requirements of good governance according to open
government principles.
37. 6 M. Janssen and M. A. Wimmer
Also, the skills and capabilities of crowds can be explored and
can lead to better and
more transparent democratic policy decisions. All these
developments can be used for
enhancing citizen’s engagement and to involve citizens better in
the policy-making
process. We want to emphasize three important developments.
1.3.1 The Availability of Big and Open Linked Data (BOLD)
Policy-making heavily depends on data about existing policies
and situations to
make decisions. Both public and private organizations are
opening their data for use
by others. Although information could be requested for in the
past, governments
have changed their strategy toward actively publishing open
data in formats that are
readily and easily accessible (for example,
European_Commission 2003; Obama
2009). Multiple perspectives are needed to make use of and
stimulate new practices
based on open data (Zuiderwijk et al. 2014). New applications
and innovations can
be based solely on open data, but often open data are enriched
with data from other
sources. As data can be generated and provided in huge
amounts, specific needs for
processing, curation, linking, visualization, and maintenance
appear. The latter is
often denoted with big data in which the value is generated by
combining different
datasets (Janssen et al. 2014). Current advances in processing
power and memory
38. allows for the processing of a huge amount of data. BOLD
allows for analyzing
policies and the use of these data in models to better predict the
effect of new policies.
1.3.2 Rise of Hybrid Simulation Approaches
In policy implementation and execution, many actors are
involved and there are a
huge number of factors influencing the outcomes; this
complicates the prediction
of the policy outcomes. Simulation models are capable of
capturing the interdepen-
dencies between the many factors and can include stochastic
elements to deal with
the variations and uncertainties. Simulation is often used in
policy-making as an
instrument to gain insight in the impact of possible policies
which often result in
new ideas for policies. Simulation allows decision-makers to
understand the essence
of a policy, to identify opportunities for change, and to evaluate
the effect of pro-
posed changes in key performance indicators (Banks 1998; Law
and Kelton 1991).
Simulation heavily depends on data and as such can benefit
from big and open data.
Simulation models should capture the essential aspects of
reality. Simulation
models do not rely heavily on mathematical abstraction and are
therefore suitable
for modeling complex systems (Pidd 1992). Already the
development of a model
can raise discussions about what to include and what factors are
of influence, in this
39. way contributing to a better understanding of the situation at
hand. Furthermore,
experimentation using models allows one to investigate
different settings and the
influence of different scenarios in time on the policy outcomes.
1 Introduction to Policy-Making in the Digital Age 7
The effects of policies are hard to predict and dealing with
uncertainty is a key
aspect in policy modeling. Statistical representation of real-
world uncertainties is
an integral part of simulation models (Law and Kelton 1991).
The dynamics asso-
ciated with many factors affecting policy-making, the
complexity associated with
the interdependencies between individual parts, and the
stochastic elements asso-
ciated with the randomness and unpredictable behavior of
transactions complicates
the simulations. Computer simulations for examining,
explaining, and predicting so-
cial processes and relationships as well as measuring the
possible impact of policies
has become an important part of policy-making. Traditional
models are not able to
address all aspects of complex policy interactions, which
indicates the need for the
development of hybrid simulation models consisting of a
combinatory set of models
built on different modeling theories (Koliba and Zia 2012). In
policy-making it can
be that multiple models are developed, but it is also possible to
combine various
40. types of simulation in a single model. For this purpose agent-
based modeling and
simulation approaches can be used as these allow for combining
different type of
models in a single simulation.
1.3.3 Ubiquitous User Engagement
Efforts to design public policies are confronted with
considerable complexity, in
which (1) a large number of potentially relevant factors needs to
be considered, (2) a
vast amount of data needs to be processed, (3) a large degree of
uncertainty may exist,
and (4) rapidly changing circumstances need to be dealt with.
Utilizing computational
methods and various types of simulation and modeling methods
is often key to
solving these kinds of problems (Koliba and Zia 2012). The
open data and social
media movements are making large quantities of new data
available. At the same time
enhancements in computational power have expanded the
repertoire of instruments
and tools available for studying dynamic systems and their
interdependencies. In
addition, sophisticated techniques for data gathering,
visualization, and analysis have
expanded our ability to understand, display, and disseminate
complex, temporal, and
spatial information to diverse audiences. These problems can
only be addressed from
a complexity science perspective and with a multitude of views
and contributions
from different disciplines. Insights and methods of complexity
science should be
41. applied to assist policy-makers as they tackle societal problems
in policy areas such
as environmental protection, economics, energy, security, or
public safety and health.
This demands user involvement which is supported by
visualization techniques and
which can be actively involved by employing (serious) games.
These methods can
show what hypothetically will happen when certain policies are
implemented.
8 M. Janssen and M. A. Wimmer
1.4 Combining Disciplines in E-government Policy-Making
This new field has been shaped using various names, including
e-policy-making,
digital policy science, computational intelligence, digital
sciences, data sciences,
and policy informatics (Dawes and Janssen 2013). The essence
of this field it that it
is
1. Practice-driven
2. Employs modeling techniques
3. Needs the knowledge coming from various disciplines
4. It focused on governance and policy-making
This field is practice-driven by taking as a starting point the
public policy problem and
defining what information is relevant for addressing the
problem under study. This
requires understanding of public administration and policy-
making processes. Next,
42. it is a key to determine how to obtain, store, retrieve, process,
model, and interpret the
results. This is the field of e-participation, policy-modeling,
social simulation, and
complex systems. Finally, it should be agreed upon how to
present and disseminate
the results so that other researchers, decision-makers, and
practitioners can use it.
This requires in-depth knowledge of practice, of structures of
public administration
and constitutions, political cultures, processes and culture and
policy-making.
Based on the ideas, the FP7 project EgovPoliNet project has
created an inter-
national community in ICT solutions for governance and policy-
modeling. The
“policy-making 2.0” LinkedIn community has a large number of
members from dif-
ferent disciplines and backgrounds representing practice and
academia. This book
is the product of this project in which a large number of persons
from various dis-
ciplines and representing a variety of communities were
involved. The book shows
experiences and advances in various areas of policy-making.
Furthermore, it contains
comparative analyses and descriptions of cases, tools, and
scientific approaches from
the knowledge base created in this project. Using this book,
practices and knowl-
edge in this field is shared among researchers. Furthermore, this
book provides the
foundations in this area. The covered expertise include a wide
range of aspects for so-
cial and professional networking and multidisciplinary
43. constituency building along
the axes of technology, participative processes, governance,
policy-modeling, social
simulation, and visualization. In this way eGovPoliNet has
advanced the way re-
search, development, and practice is performed worldwide in
using ICT solutions
for governance and policy-modeling.
Although in Europe the term “e-government policy” or “e-
policy,” for short, is
often used to refer to these types of phenomena, whereas in the
USA often the term
“policy informatics” is used. This is similar to that in the USA
the term digital
government is often used, whereas in Europe the term e-
government is preferred.
Policy informatics is defined as “the study of how information
is leveraged and efforts
are coordinated towards solving complex public policy
problems” (Krishnamurthy
et al. 2013, p. 367). These authors view policy informatics as an
emerging research
space to navigate through the challenges of complex layers of
uncertainty within
1 Introduction to Policy-Making in the Digital Age 9
governance processes. Policy informatics community has
created Listserv called
Policy Informatics Network (PIN-L).
E-government policy-making is closely connected to “data
science.” Data science
44. is the ability to find answers from larger volumes of
(un)structured data (Davenport
and Patil 2012). Data scientists find and interpret rich data
sources, manage large
amounts of data, create visualizations to aid in understanding
data, build mathemat-
ical models using the data, present and communicate the data
insights/findings to
specialists and scientists in their team, and if required to a
nonexpert audience. These
are activities which are at the heart of policy-making.
1.5 Overview of Chapters
In total 54 different authors were involved in the creation of
this book. Some chapters
have a single author, but most of the chapters have multiple
authors. The authors rep-
resent a wide range of disciplines as shown in Fig. 1.2. The
focus has been on targeting
five communities that make up the core field for ICT-enabled
policy-making. These
communities include e-government/e-participation, information
systems, complex
systems, public administration, and policy research and social
simulation. The com-
bination of these disciplines and communities are necessary to
tackle policy problems
in new ways. A sixth category was added for authors not
belonging to any of these
communities, such as philosophy and economics. Figure 1.3
shows that the authors
are evenly distributed among the communities, although this is
less with the chapter.
Most of the authors can be classified as belonging to the e-
government/e-participation
45. community, which is by nature interdisciplinary.
Foundation The first part deals with the foundations of the
book. In their Chap. 2
Chris Koliba and Asim Zia start with a best practice to be
incorporated in public
administration educational programs to embrace the new
developments sketched in
EGOV
IS
Complex Systems
Public Administration and
Policy Research
Social Simulation
other (philosophy, energy,
economics, )
Fig. 1.3 Overview of the disciplinary background of the authors
10 M. Janssen and M. A. Wimmer
this chapter. They identify two types of public servants that
need to be educated.
The policy informatics include the savvy public manager and
the policy informatics
analyst. This chapter can be used as a basis to adopt
interdisciplinary approaches and
include policy informatics in the public administration
46. curriculum.
Petra Ahrweiler and Nigel Gilbert discuss the need for the
quality of simulation
modeling in their Chap. 3. Developing simulation is always
based on certain as-
sumptions and a model is as good as the developer makes it.
The user community is
proposed to assess the quality of a policy-modeling exercise.
Communicative skills,
patience, willingness to compromise on both sides, and
motivation to bridge the
formal world of modelers and the narrative world of policy-
makers are suggested as
key competences. The authors argue that user involvement is
necessary in all stages
of model development.
Wander Jager and Bruce Edmonds argue that due to the
complexity that many
social systems are unpredictable by nature in their Chap. 4.
They discuss how some
insights and tools from complexity science can be used in
policy-making. In particular
they discuss the strengths and weaknesses of agent-based
modeling as a way to gain
insight in the complexity and uncertainty of policy-making.
In the Chap. 5, Erik Pruyt sketches the future in which different
systems modeling
schools and modeling methods are integrated. He shows that
elements from policy
analysis, data science, machine learning, and computer science
need to be combined
to deal with the uncertainty in policy-making. He demonstrates
the integration of
47. various modeling and simulation approaches and related
disciplines using three cases.
Modeling approaches are compared in the Chap. 6 authored by
Dragana Majs-
torovic, Maria A. Wimmer, Roy Lay-Yee, Peter Davis,and Petra
Ahrweiler. Like in
the previous chapter they argue that none of the theories on its
own is able to address
all aspects of complex policy interactions, and the need for
hybrid simulation models
is advocated.
The next chapter is complimentary to the previous chapter and
includes a com-
parison of ICT tools and technologies. The Chap. 7 is authored
by Eleni Kamateri,
Eleni Panopoulou, Efthimios Tambouris, Konstantinos
Tarabanis, Adegboyega Ojo,
Deirdre Lee, and David Price. This chapter can be used as a
basis for tool selecting
and includes visualization, argumentation, e-participation,
opinion mining, simula-
tion, persuasive, social network analysis, big data analytics,
semantics, linked data
tools, and serious games.
Social Aspects, Stakeholders and Values Although much
emphasis is put on mod-
eling efforts, the social aspects are key to effective policy-
making. The role of values
is discussed in the Chap. 8 authored by Andreas Ligtvoet,
Geerten van de Kaa, Theo
Fens, Cees van Beers, Paulien Herder, and Jeroen van den
Hoven. Using the case of
the design of smart meters in energy networks they argue that
48. policy-makers would
do well by not only addressing functional requirements but also
by taking individual
stakeholder and PVs into consideration.
In policy-making a wide range of stakeholders are involved in
various stages
of the policy-making process. Natalie Helbig, Sharon Dawes,
Zamira Dzhusupova,
Bram Klievink, and Catherine Gerald Mkude analyze five case
studies of stakeholder
1 Introduction to Policy-Making in the Digital Age 11
engagement in policy-making in their Chap. 9. Various
engagement tools are dis-
cussed and factors identified which support the effective use of
particular tools and
technologies.
The Chap. 10 investigates the role of values and trust in
computational models in
the policy process. This chapter is authored by Rebecca Moody
and Lasse Gerrits. The
authors found that a large diversity exists in values within the
cases. By the authors
important explanatory factors were found including (1) the role
of the designer of
the model, (2) the number of different actors (3) the level of
trust already present,
and (4) and the limited control of decision-makers over the
models.
Bureaucratic organizations are often considered to be inefficient
49. and not customer
friendly. Tjeerd Andringa presents and discusses a
multidisciplinary framework con-
taining the drivers and causes of bureaucracy in the Chap. 11.
He concludes that the
reduction of the number of rules and regulations is important,
but that motivating
workers to understand their professional roles and to learn to
oversee the impact of
their activities is even more important.
Crowdsourcing has become an important policy instrument to
gain access to
expertise (“wisdom”) outside own boundaries. In the Chap. 12,
Euripids Loukis
and Yannis Charalabidis discuss Web 2.0 social media for
crowdsourcing. Passive
crowdsourcing exploits the content generated by users, whereas
active crowdsourcing
stimulates content postings and idea generation by users.
Synergy can be created by
combining both approaches. The results of passive
crowdsourcing can be used for
guiding active crowdsourcing to avoid asking users for similar
types of input.
Policy, Collaboration and Games Agent-based gaming (ABG) is
used as a tool
to explore the possibilities to manage complex systems in the
Chap. 13 by Wander
Jager and Gerben van der Vegt. ABG allows for modeling a
virtual and autonomous
population in a computer game setting to exploit various
management and leadership
styles. In this way ABG contribute to the development of the
required knowledge on
50. how to manage social complex behaving systems.
Micro simulation focuses on modeling individual units and the
micro-level pro-
cesses that affect their development. The concepts of micro
simulation are explained
by Roy Lay-Yee and Gerry Cotterell in the Chap. 14. Micro
simulation for pol-
icy development is useful to combine multiple sources of
information in a single
contextualized model to answer “what if” questions on complex
social phenomena.
Visualization is essential to communicate the model and the
results to a variety
of stakeholders. These aspects are discussed in the Chap. 15 by
Tobias Ruppert,
Jens Dambruch, Michel Krämer, Tina Balke, Marco Gavanelli,
Stefano Bragaglia,
Federico Chesani, Michela Milano, and Jörn Kohlhammer. They
argue that despite
the significance to use evidence in policy-making, this is
seldom realized. Three
case studies that have been conducted in two European research
projects for policy-
modeling are presented. In all the cases access for nonexperts to
the computational
models by information visualization technologies was realized.
12 M. Janssen and M. A. Wimmer
Applications and Practices Different projects have been
initiated to study the best
suitable transition process towards renewable energy. In the
51. Chap. 16 by Dominik
Bär, Maria A. Wimmer, Jozef Glova, Anastasia
Papazafeiropoulou,and Laurence
Brooks five of these projects are analyzed and compared. They
please for transferring
models from one country to other countries to facilitate
learning.
Lyudmila Vidyasova, Andrei Chugunov, and Dmitrii Trutnev
present experiences
from Russia in their Chap. 17. They argue that informational,
analytical, and fore-
casting activities for the processes of socioeconomic
development are an important
element in policy-making. The authors provide a brief overview
of the history, the
current state of the implementation of information processing
techniques, and prac-
tices for the purpose of public administration in the Russian
Federation. Finally, they
provide a range of recommendations to proceed.
Urban policy for sustainability is another important area which
is directly linked
to the first chapter in this section. In the Chap. 18, Diego
Navarra and Simona Milio
demonstrate a system dynamics model to show how urban policy
and governance in
the future can support ICT projects in order to reduce energy
usage, rehabilitate the
housing stock, and promote sustainability in the urban
environment. This chapter
contains examples of sustainable urban development policies as
well as case studies.
In the Chap. 19, Tanko Ahmed discusses the digital divide
52. which is blocking
online participation in policy-making processes. Structuration,
institutional and
actor-network theories are used to analyze a case study of
political zoning. The
author recommends stronger institutionalization of ICT support
and legislation for
enhancing participation in policy-making and bridging the
digital divide.
1.6 Conclusions
This book is the first comprehensive book in which the various
development and disci-
plines are covered from the policy-making perspective driven by
ICT developments.
A wide range of aspects for social and professional networking
and multidisciplinary
constituency building along the axes of technology,
participative processes, gover-
nance, policy-modeling, social simulation, and visualization are
investigated. Policy-
making is a complex process in which many stakeholders are
involved. PVs can be
used to guide policy-making efforts and to ensure that the many
stakeholders have
an understanding of the societal value that needs to be created.
There is an infusion
of technology resulting in changing policy processes and
stakeholder involvement.
Technologies like social media provides a means to interact
with the public, blogs
can be used to express opinions, big and open data provide
input for evidence-based
policy-making, the integration of various types of modeling and
simulation tech-
53. niques (hybrid models) can provide much more insight and
reliable outcomes, gam-
ing in which all kind of stakeholders are involved open new
ways of innovative policy-
making. In addition trends like the freedom of information, the
wisdom of the crowds,
and open collaboration changes the landscape further. The
policy-making landscape
is clearly changing and this demands a strong need for
interdisciplinary research.
1 Introduction to Policy-Making in the Digital Age 13
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Chapter 2
Educating Public Managers and Policy Analysts
in an Era of Informatics
58. Christopher Koliba and Asim Zia
Abstract In this chapter, two ideal types of practitioners who
may use or cre-
ate policy informatics projects, programs, or platforms are
introduced: the policy
informatics-savvy public manager and the policy informatics
analyst. Drawing from
our experiences in teaching an informatics-friendly graduate
curriculum, we dis-
cuss the range of learning competencies needed for traditional
public managers and
policy informatics-oriented analysts to thrive in an era of
informatics. The chapter
begins by describing the two different types of students who
are, or can be touched
by, policy informatics-friendly competencies, skills, and
attitudes. Competencies
ranging from those who may be users of policy informatics and
sponsors of policy
informatics projects and programs to those analysts designing
and executing policy
informatics projects and programs will be addressed. The
chapter concludes with
an illustration of how one Master of Public Administration
(MPA) program with a
policy informatics-friendly mission, a core curriculum that
touches on policy infor-
matics applications, and a series of program electives that
allows students to develop
analysis and modeling skills, designates its informatics-oriented
competencies.
2.1 Introduction
The range of policy informatics opportunities highlighted in this
60. friendly graduate curricu-
lum, we discuss the range of learning competencies needed for
traditional public
managers and policy informatics-oriented analysts to thrive in
an era of informatics.
The chapter begins by describing the two different types of
students who are, or can
be touched by, policy informatics-friendly competencies, skills,
and attitudes. Com-
petencies ranging from those who may be users of policy
informatics and sponsors of
policy informatics projects and programs to those analysts
designing and executing
policy informatics projects and programs will be addressed. The
chapter concludes
with an illustration of how one MPA program with a policy
informatics-friendly
mission, a core curriculum that touches on policy informatics
applications, and a
series of program electives that allows students to develop
analysis and modeling
skills, designates its informatics-oriented competencies.
2.2 Two Types of Practitioner Orientations to Policy
Informatics
Drawn from our experience, we find that there are two “ideal
types” of policy infor-
matics practitioner, each requiring greater and greater levels of
technical mastery of
analytics techniques and approaches. These ideal types are:
policy informatics-savvy
public managers and policy informatics analysts.
A policy informatics-savvy public manager may take on one of
two possible roles
61. relative to policy informatics projects, programs, or platforms.
They may play instru-
mental roles in catalyzing and implementing informatics
initiatives on behalf of their
organizations, agencies, or institutions. In the manner, they may
work with technical
experts (analysts) to envision possible uses for data,
visualizations, simulations, and
the like. Public managers may also be in the role of using policy
informatics projects,
programs, or platforms. They may be in positions to use these
initiatives to ground
decision making, allocate resources, and otherwise guide the
performance of their
organizations.
A policy informatics analyst is a person who is positioned to
actually execute
a policy informatics initiative. They may be referred to as
analysts, researchers,
modelers, or programmers and provide the technical assistance
needed to analyze
databases, build and run models, simulations, and otherwise
construct useful and
effective policy informatics projects, programs, or platforms.
To succeed in either and both roles, managers and analysts will
require a certain set
of skills, knowledge, or competencies. Drawing on some of the
prevailing literature
and our own experiences, we lay out an initial list of potential
competencies for
consideration.
62. 2 Educating Public Managers and Policy Analysts in an Era of
Informatics 17
2.2.1 Policy Informatics-Savvy Public Managers
To successfully harness policy informatics, public managers
will likely not need to
know how to explicitly build models or manipulate big data.
Instead, they will need
to know what kinds of questions that policy informatics projects
or programs can
answer or not answer. They will need to know how to contract
with and/or manage
data managers, policy analysts, and modelers. They will need to
be savvy consumers
of data analysis and computational models, but not necessarily
need to know how to
technically execute them. Policy informatics projects, programs,
and platforms are
designed and executed in some ways, as any large-scale,
complex project.
In writing about the stages of informatics project development
using “big data,”
DeSouza lays out project development along three stages:
planning, execution, and
postimplementation. Throughout the project life cycle, he
emphasizes the role of
understanding the prevailing policy and legal environment, the
need to venture into
coalition building, the importance of communicating the broader
opportunities af-
forded by the project, the need to develop performance
indicators, and the importance
of lining up adequate financial and human resources (2014).
63. Framing what traditional public managers need to know and do
to effectively
interface with policy informatics projects and programs requires
an ability to be a
“systems thinker,” an effective evaluator, a capacity to integrate
informatics into
performance and financial management systems, effective
communication skills,
and a capacity to draw on social media, information technology,
and e-governance
approaches to achieve common objectives. We briefly review
each of these capacities
below.
Systems Thinking Knowing the right kinds of questions that
may be asked through
policy informatics projects and programs requires public
managers to possess a “sys-
tems” view. Much has been written about the importance of
“systems thinking” for
public managers (Katz and Kahn 1978; Stacey 2001; Senge
1990; Korton 2001).
Taking a systems perspective allows public managers to
understand the relationship
between the “whole” and the “parts.” Systems-oriented public
managers will possess
a level of situational awareness (Endsley 1995) that allows them
to see and under-
stand patterns of interaction and anticipate future events and
orientations. Situational
awareness allows public mangers to understand and evaluate
where data are coming
from, how best data are interpreted, and the kinds of
assumptions being used in
specific interpretations (Koliba et al. 2011). The concept of
system thinking laid out
64. here can be associated with the notion of transition management
(Loorbach 2007).
Process Orientations to Public Policy The capacity to view the
policy making and
implementation process as a process that involves certain levels
of coordination
and conflict between policy actors is of critical importance for
policy informatics-
savvy public managers and analysts. Understanding how data
are used to frame
problems and policy solutions, how complex governance
arrangements impact policy
implementation (Koliba et al. 2010), and how data visualization
can be used to
18 C. Koliba and A. Zia
facilitate the setting of policy agendas and open policy windows
(Kingdon 1984) is
of critical importance for public management and policy
analysts alike.
Research Methodologies Another basic competency needed for
any public manager
using policy informatics is a foundational understanding of
research methods, par-
ticularly quantitative reasoning and methodologies. A
foundational understanding of
data validity, analytical rigor and relevance, statistical
significance, and the like are
needed to be effective consumers of informatics. That said,
traditional public man-
agers should also be exposed to qualitative methods as well,
65. refining their powers of
observation, understanding how symbols, stories, and numbers
are used to govern,
and how data and data visualization and computer simulations
play into these mental
models.
Performance Management A key feature of systems thinking as
applied to policy
informatics is the importance of understanding how data and
analysis are to be
used and who the intended users of the data are (Patton 2008).
The integration of
policy informatics into strategic planning (Bryson 2011),
performance management
systems (Moynihan 2008), and ultimately woven into an
organization’s capacity to
learn, adapt, and evolve (Argyis and Schön 1996) are critically
important in this
vein. As policy informatics trends evolve, public managers will
likely need to be
exposed to uses of decision support tools, dashboards, and other
computationally
driven models and visualizations to support organizational
performance.
Financial Management Since the first systemic budgeting
systems were put in place,
public managers have been urged to use the budgeting process
as a planning and eval-
uation tool (Willoughby 1918). This approach was formally
codified in the 1960s
with the planning–programming–budgeting (PPB) system with
its focus on plan-
ning, managerial, and operational control (Schick 1966) and
later adopted into more
66. contemporary approaches to budgeting (Caiden 1981). Using
informative projects,
programs, or platforms to make strategic resource allocation
decisions is a necessary
given and a capacity that effective public managers must
master. Likewise, the pol-
icy analyst will likely need to integrate financial resource flows
and costs into their
projects.
Collaborative and Cooperative Capacity Building The
development and use of pol-
icy informatics projects, programs, or platforms is rarely, if
ever, undertaken as
an individual, isolated endeavor. It is more likely that such
initiatives will require
interagency, interorganizational, or intergroup coordination. It
is also likely that
content experts will need to be partnered with analysts and
programmers to com-
plete tasks and execute designs. The public manager and policy
analyst must both
possess the capacity to facilitate collaborative management
functions (O’Leary and
Bingham 2009).
Basic Communication Skills This perhaps goes without saying,
but the heart of any
informatics project lies in the ability to effectively
communicate findings and ideas
through the analysis of data.
2 Educating Public Managers and Policy Analysts in an Era of
Informatics 19
67. Social Media, Information Technology, and e-Governance
Awareness A final com-
petency concerns public managers’ capacity to deepen their
understanding of how
social media, Web-based tools, and related information
technologies are being em-
ployed to foster various e-government, e-governance, and
related initiatives (Mergel
2013). Placing policy informatics projects and programs within
the context of these
larger trends and uses is something that public managers must
be exposed to.
Within our MPA program, we have operationalized these
capacities within a four-
point rubric that outlines what a student needs to do to
demonstrate meeting these
standards. The rubric below highlights 8 of our program’s 18
capacities. All 18 of
these capacities are situated under 1 of the 5 core competencies
tied to the accred-
itation standards of the Network of Schools of Public Affairs
and Administration
(NASPAA), the professional accrediting association in the USA,
and increasingly in
other countries as well, for MPA and MPP programs. A
complete list of these core
competencies and the 18 capacities nested under them are
provided in Appendix of
this chapter.
The eight capacities that we have singled out as being the most
salient to the role
of policy informatics in public administration are provided in
Table 2.1. The rubric
68. follows a four-point scale, ranging from “does not meet
standard,” “approaches
standard,” “meets standard,” and “exceeds standard.”
2.2.2 Policy Informatics Analysts
A second type of practitioner to be considered is what we are
referring to as a “policy
informatics analyst.” When considering the kinds of
competencies that policy infor-
matics analysts need to be successful, we first assume that the
basic competencies
outlined in the prior section apply here as well. In other words,
effective policy in-
formatics analysts must be systems thinkers in order to place
data and their analysis
into context, be cognizant of current uses of decision support
systems (and related
platforms) to enable organizational learning, performance, and
strategic planning,
and possess an awareness of e-governance and e-government
initiatives and how they
are transforming contemporary public management and policy
planning practices.
In addition, policy analysts must possess a capacity to
understand policy systems:
How policies are made and implemented? This baseline
understanding can then be
used to consider the placement, purpose, and design of policy
informatics projects
or programs. We lay out more specific analyst capacities below.
Advanced Research Methods of Information Technology
Applications In many in-
stances, policy informatics analysts will need to move beyond
meeting the standard.
69. This is particularly true in the area of exceeding the public
manager standards for re-
search methods and utilization of information technology. It is
assumed that effective
policy informatics analysts will have a strong foundation in
quantitative methodolo-
gies and applications. To obtain these skills, policy analysts
will need to move beyond
basic surveys of research methods into more advanced research
methods curriculum.
20 C. Koliba and A. Zia
T
ab
le
2.
1
P
ub
li
c
m
an
ag
er
po
221. lo
gy
2 Educating Public Managers and Policy Analysts in an Era of
Informatics 23
Competencies in advanced quantitative methods in which
students learn to clean and
manage large databases, perform advanced statistical tests,
develop linear regression
models to describe causal relationship, and the like are needed.
Capacity to work
across software platforms such as Excel, Statistical Package for
the Social Sciences
(SPSS), Analytica, and the like are important. Increasingly, the
capacity to triangu-
late different methods, including qualitative approaches such as
interviews, focus
groups, participant observations is needed.
Data Visualization and Design Not only must analysts be aware
of how these meth-
ods and decision support platforms may be used by practitioners
but also they must
know how to design and implement them. Therefore, we suggest
that policy infor-
matics analysts be exposed to design principles and how they
may be applied to
decision support systems, big data projects, and the like. Policy
informatics analysts
will need to understand and appreciate how data visualization
techniques are being
employed to “tell a story” through data.
222. Figure 2.1 provides an illustration of one student’s effort to
visualize campaign
donations to state legislatures from the gas-extraction (fracking)
industry undertaken
by a masters student, Jeffery Castle for a system analysis and
strategic management
class taught by Koliba.
Castle’s project demonstrates the power of data visualization to
convey a central
message drawing from existing databases. With a solid research
methods background
and exposure to visualization and design principles in class, he
was able to develop
an insightful policy informatics project.
Basic to Advanced Programming Language Skills Arguably,
policy informatics ana-
lysts will possess a capacity to visualize and present data in a
manner that is accessible.
Increasingly, web-based tools are being used to design user
interfaces. Knowledge
of JAVA and HTML are likely most helpful in these regards. In
some instances,
original programs and models will need to be written through
the use of program-
ming languages such as Python, R, C++, etc. The extent to
which existing software
programs, be they open source or proprietary, provide enough
utility to execute pol-
icy informatics projects, programs, or platforms is a continuing
subject of debate
within the policy informatics community. Exactly how much
and to what extent spe-
cific programming languages and software programs are needing
to be mastered is
223. a standing question. For the purposes of writing this chapter, we
rely on our current
baseline observations and encourage more discussion and debate
about the range of
competencies needed by successful policy analysts.
Basic to More Advanced Modeling Skills More advanced policy
informatics analysts
will employ computational modeling approaches that allow for
the incorporation of
more complex interactions between variables. These models
may be used to capture
systems as dynamic, emergent, and path dependent. The outputs
of these models
may allow for scenario testing through simulation (Koliba et al.
2011). With the
advancement of modeling software, it is becoming easier for
analysts to develop
system dynamics models, agent-based models, and dynamic
networks designed to
simulate the features of complex adaptive systems. In addition,
the ability to manage
and store data and link or wrap databases is often necessary.
24 C. Koliba and A. Zia
Fig. 2.1 Campaign contributions to the Pennsylvania State
Senate and party membership. The
goal of this analysis is to develop a visualization tool to
translate publically available campaign
contribution information into an easily accessible, visually
appealing, and interactive format. While
campaign contribution data are filed and available to the public
through the Pennsylvania Department
224. of State, it is not easily synthesized. This analysis uses a
publically available database that has been
published on marcellusmoney.org. In order to visualize the data,
a tool was used that allows for
the creation of a Sankey diagram that is able to be manipulated
and interacted within an Internet
browser. A Sankey diagram visualizes the magnitude of flow
between the nodes of a network (Castle
2014)
The ability of analysts to draw on a diverse array of methods
and theoretical
frameworks to envision and create models is of critical
importance. Any potential
policy informatics project, program, or platform will be enabled
or constrained by the
modeling logic in place. With a plurality of tools at one’s
disposal, policy informatics
analysts will be better positioned to design relevant and
legitimate models.
2 Educating Public Managers and Policy Analysts in an Era of
Informatics 25
Fig. 2.2 End-stage renal disease (ESRD) system dynamics
population model. To provide clinicians
and health care administrators with a greater understanding of
the combined costs associated with
the many critical care pathways associated with ESRD, a system
dynamics model was designed to
simulate the total expenses of ESRD treatment for the USA, as
well as incidence and mortality rates
associated with different critical care pathways: kidney
transplant, hemodialysis, peritoneal dialysis,
225. and conservative care. Calibrated to US Renal Data System
(USRDS) 2013 Annual and Historical
Data Report and the US Census Bureau for the years 2005–
2010, encompassing all ESRD patients
under treatment in the USA from 2005 to 2010, the ESRD
population model predicts the growth and
costs of ESRD treatment type populations using historical
patterns. The model has been calibrated
against the output of the USRDS’s own prediction for the year
2020 and also tested by running his-
toric scenarios and comparing the output to existing data. Using
a web interface designed to allow
users to alter certain combinations of parameters, several
scenarios are run to project future spending,
incidence, and mortalities if certain combinations of critical
care pathways are pursued. These sce-
narios include: a doubling of kidney donations and transplant
rates, a marked increase in the offering
of peritoneal dialysis, and an increase in conservative care
routes for patients over 65. The results
of these scenario runs are shared, demonstrating sizable cost
savings and increased survival rates.
Implications of clinical practice, public policy, and further
research are drawn (Fernandez 2013)
Figure 2.2 provides an illustration of Luca Fernandez’s system
dynamics model of
critical care pathways for end-stage renal disease (ESRD).
Fernandez took Koliba’s
system analysis and strategic management course and Zia’s
decision-making model-
ing course. This model, constructed using the proprietary
software, AnyLogic, was
initially constructed as a project in Zia’s course.
Castle and Fernandez’s projects illustrate how master’s-level
226. students with an
eye toward becoming policy informatics analysts can build
skills and capacities to
develop useful informatics projects that can guide policy and
public management.
They were guided to this point by taking advanced courses
designed explicitly with
policy informatics outcomes in mind.
26 C. Koliba and A. Zia
Policy Informatics Analyst
Informatics-Savvy Public
•Advanced research methods •Data visualization and design
techniques •Basic to advanced modeling software skills •Basic
to advanced programming language(s)
•Systems thinking •Basic understanding of research methods
•Knowledge of how to integrate informatics within performance
management •Knowledge of how to integrate inofrmatics within
financial systems•Effecive written communication •Effective
usese of social media / e-governance approaches
Fig. 2.3 The nested capacities of informatics-savvy public
managers and policy informatics analysts
Figure 2.3 illustrates how the competencies of the two different
ideal types of
policy informatics practitioners are nested inside of one
another. A more complete
list of competencies that are needed for the more advanced
forms of policy analy-
sis will need to emerge through robust exchanges between the
computer sciences,