Research Paradigms.html
The term ‘research’ is commonly understood to denote a systematic process of discovering more about a topic, using methods that are transparent and publicly defensible. Within this broad definition lie different strands of activity. A key distinction in education and development is between scholarly research and research conducted for consultancy or monitoring and evaluation purposes. Monitoring and evaluation (sometimes referred to as ‘M & E’) is chiefly used in relation to specific projects and usually focuses on the effectiveness of the project in relation to specified (and often narrow) goals. It is unlikely to be asking deeper questions or engaging with the debates in academic literature that scholarly research tends to be concerned with.
Measurement and indicators 1
TEGINT Project
The TEGINT project (Transforming Education for Girls in Nigeria and Tanzania) sought to address gender inequalities in schools and communities through three interventions: the establishment of ‘girls’ clubs’ in schools, of school committees and of participatory, gender-sensitive teaching methodologies. The monitoring and evaluation process, run at regular points during the programme, sought to discover the impact on particular outcomes such as girls’ enrolment and progression. Data collected annually for M & E included gender-disaggregated figures for enrolment by class, exam entry, exam passes, drop-outs, attendance, numbers of teachers and numbers on the school management committees. However, broader research conducted at the start and the end of the project, in conjunction with university partners, attempted to address more complex issues such as the relationships between girls’ club membership, community attitudes and girls’ empowerment (ActionAid 2012).
Epistemological and political positions; decolonizing methodologies; different research traditions
As a researcher, it is always important to consider which assumptions and political positions underpin one’s work. No research (and no researcher) is completely objective and without a position, no matter how unbiased they believe themselves to be. These are particularly important considerations when working on education and development. If the researcher is from a different educational background to that which is being researched, it may lead to some comparative bias, particularly if the context being researched is a developing country. Researchers may become overwhelmed with the deficiencies of the research context and be blind to positive aspects that may have been undervalued or lacking in their own education. It is also important to note that some methodological approaches explicitly and intentionally contain political positions and aims (e.g. feminist research).
A number of theoretical and methodological developments since the 1970s have aimed to reveal and break down hidden assumptions in research. Postcolonial perspectives seek to question the extent to which certain educationa ...
1Quantitative Research Plan (Draft)ByID # A00355270.docxeugeniadean34240
1
Quantitative Research Plan
(Draft)
By
ID # A00355270
Richard W. Riley College of Education and Leadership
Program: PhD in Education
Specialization: Educational Technology
RSCH 8200-Quantitative Reasoning
Dr. Wade Smith, Jr.
[email protected]
Walden University
September 13, 2015
Table of Contents
Introduction Comment by Dr. Wade Smith: Assign page numbers as you develop this doc.
Opening Statement
Problem
Purpose of Study
Theory Perspective
Research Questions
Theoretical Framework
Involvement for Success
Literature Review
Case Study
Theoretical Framework
Involvement for Success
Summary
Research Methodology
Setting
Population
Data Sources
Ethnicity
Research Design
Intervention
Survey Instrument
Summary
Introduction
Opening Statement
The students and parents are participants in an educational program. “Research often excludes youth participants, omitting their social and psychological realities, undermining their rights to participate and benefit from research, and weakening the validity of research. Researchers may be discouraged from including youth due to logistical (e.g. gaining access) or ethical (e.g. coercion risks based on developmental level) concerns. Increased discussion is needed around appropriate methods to use with child and youth participants that manage challenges related to developmental capacities, legal status, power differentials, and unpredictable aspects of qualitative research”(Sage, 2015). Eliminate the white pages.
Background Study
In this paper I will focus on experiences of researchers, describing solutions of internal and external validity. “The research design is the blueprint that enables the investigator to come up with solutions to these problems and guides him or her to various stages of research” (Frankfort-Nachmias & Nachmias, 2008, p89) Internal validity is whether the effects observed in a research are due to the manipulation of the independent variable. External validity is the extent to which the results of a research can be generalized to settings and people. (McLeod, 2013).
Burger’s (2009) study of design is on the psychological research designed by Milgram. Burger (2009) identifies obedience to authority, increase in demands, resources of information in a novel situation, and responsibility not assigned or diffused as contributes toward the “high rates of obedience” (Burger, 2009, pp 2-3). His hypotheses question is ‘Would people still obey today?’ The tables are used to measure participants of the obedience screening according to gender and ethnicity, such as behavior and personality rates.
Fuchs, Fuchs, Hamlett, Phillips, Karns, and Dutka (1997) researched on various collaborative measurements. The appendix for Problems A & B is interesting. The methods to problems solving contain internal and external validity. This is a collaborative research because the tutor (educator) and tutee (learner) are doing an activity.
Problem Statement
The problem occurs when there is a lack of part.
1Quantitative Research Plan (Draft)ByID # A00355270.docxeugeniadean34240
1
Quantitative Research Plan
(Draft)
By
ID # A00355270
Richard W. Riley College of Education and Leadership
Program: PhD in Education
Specialization: Educational Technology
RSCH 8200-Quantitative Reasoning
Dr. Wade Smith, Jr.
[email protected]
Walden University
September 13, 2015
Table of Contents
Introduction Comment by Dr. Wade Smith: Assign page numbers as you develop this doc.
Opening Statement
Problem
Purpose of Study
Theory Perspective
Research Questions
Theoretical Framework
Involvement for Success
Literature Review
Case Study
Theoretical Framework
Involvement for Success
Summary
Research Methodology
Setting
Population
Data Sources
Ethnicity
Research Design
Intervention
Survey Instrument
Summary
Introduction
Opening Statement
The students and parents are participants in an educational program. “Research often excludes youth participants, omitting their social and psychological realities, undermining their rights to participate and benefit from research, and weakening the validity of research. Researchers may be discouraged from including youth due to logistical (e.g. gaining access) or ethical (e.g. coercion risks based on developmental level) concerns. Increased discussion is needed around appropriate methods to use with child and youth participants that manage challenges related to developmental capacities, legal status, power differentials, and unpredictable aspects of qualitative research”(Sage, 2015). Eliminate the white pages.
Background Study
In this paper I will focus on experiences of researchers, describing solutions of internal and external validity. “The research design is the blueprint that enables the investigator to come up with solutions to these problems and guides him or her to various stages of research” (Frankfort-Nachmias & Nachmias, 2008, p89) Internal validity is whether the effects observed in a research are due to the manipulation of the independent variable. External validity is the extent to which the results of a research can be generalized to settings and people. (McLeod, 2013).
Burger’s (2009) study of design is on the psychological research designed by Milgram. Burger (2009) identifies obedience to authority, increase in demands, resources of information in a novel situation, and responsibility not assigned or diffused as contributes toward the “high rates of obedience” (Burger, 2009, pp 2-3). His hypotheses question is ‘Would people still obey today?’ The tables are used to measure participants of the obedience screening according to gender and ethnicity, such as behavior and personality rates.
Fuchs, Fuchs, Hamlett, Phillips, Karns, and Dutka (1997) researched on various collaborative measurements. The appendix for Problems A & B is interesting. The methods to problems solving contain internal and external validity. This is a collaborative research because the tutor (educator) and tutee (learner) are doing an activity.
Problem Statement
The problem occurs when there is a lack of part.
Educational research, purpose, quality and effectiveness (nguyen du)nguyendu76
This parper critically discusses different viewpoints on the purpose, quality and effectiveness of educational research. Through discussion, implications and recommendations for researchers and policy-makers are provided.
Research methodology at students of university
OBJECTIVE
To explain the concept of Educational Research
To describe the scope of Educational Research
To Identity fundamental research
Discussion 5Critically think about ethnocentrism, culture, andLyndonPelletier761
Discussion 5
Critically think about ethnocentrism, culture, and how these concepts impact research. Familiarize yourself with the objectives in Module 5 as well as the assigned course materials, videos, articles, and introduction. Use the assigned readings for this week as a primary reference as well as material from the Saint Leo Online Library for peer reviewed sources and to find relevance to this week’s topic. Please share your information with our classmates on this thread.
Questions:
1. Define culture, ethnocentrism and social construction. What are ways in which ethnocentrism can be avoided when conducting research? What core values or ethical principles are violated when ethnocentrism is not avoided and is included in research in the form of a bias?
2. How does avoiding ethnocentrism and including diversity in one’s research positively impact the quality of one’s work? How will you use what you have learned about diversity and ethnocentrism in your own life both as a student and in a future career in the field of psychology?
Articles to read:
Marshall, A., & Batten, S. (2004). Researching across cultures: Issues of ethics and power. Forum: Qualitative Social Research, 5. Retrieved from http://www.qualitative-research.net/index.php/fqs /article/view/572/1241
Medin, D. L., & Lee, C. D. (2012). Presidential column. Diversity makes better science. Observer, 25. Retrieved from http://www. psychologicalscience.org/ index.php/publications/ observer/2012/may-june-12/diversity-makes-better-science.html
Redding, R. E. (2001). Sociopolitical diversity in psychology: The case for pluralism. American Psychologist, 56(3), 205-215. doi:10.1037/0003-066X.56.3.205
5
Recommendations for Solving Equity Gaps at James Monroe High School, Virginia
Michael Whitener
School of Education, Liberty University
In partial fulfillment of EDUC 816
Interview Questions
Central Question:
How can the gaps in college readiness between students from low-income and underserved communities and those from wealthy and majority groups be eliminated?
Interview Questions
1. What parameters/Indicators are used to determine whether a student is college-ready or not?
The question is crucial in identifying whether the instructors are aware of the factors that contribute to college readiness among the students. Several indicators influence college readiness. Such parameters are combined before understanding whether a high school student is college-ready. Some indicators accurately show students’ college preparedness, while others give a false picture. Leeds & Mokher (2019) showed that using placement tests to assign students to developmental courses results in frequent misplacement. The authors used data from Florida. They concluded that it might be preferable to choose cutoffs that minimize misplacement than to use new metrics (Leeds & Mokher, 2019). Also, they proposed that each state use metrics that are unique to their con ...
Mr. Bush, a 45-year-old middle school teacher arrives at the emergen.docxaudeleypearl
Mr. Bush, a 45-year-old middle school teacher arrives at the emergency department by EMS ground transport after he experienced severe mid-sternal chest pain at work. On arrival to the ED:
a. What priority interventions would you initiate?
b. What information would you require to definitively determine what was causing Mr. Bush’s chest pain?
.
Movie Project Presentation Movie TroyInclude Architecture i.docxaudeleypearl
Movie Project Presentation: Movie: Troy
Include: Architecture in the movie. Historical research to figure out if the movie did a good job of representing the art historical past of not. Anything in the movie that are related to art or art history. And provide its outline and bibliography (any website source is acceptable as well)
.
Motivation and Retention Discuss the specific strategies you pl.docxaudeleypearl
Motivation and Retention
Discuss the specific strategies you plan to use to motivate individuals from your priority
population to participate in your program and continue working on their behavior change.
You can refer to information you obtained from the Potential Participant Interviews. You
also can search the literature for strategies that have been successfully used in similar
situations; be sure to cite references in APA format.
.
More Related Content
Similar to Research Paradigms.htmlThe term ‘research’ is commonly underst.docx
Educational research, purpose, quality and effectiveness (nguyen du)nguyendu76
This parper critically discusses different viewpoints on the purpose, quality and effectiveness of educational research. Through discussion, implications and recommendations for researchers and policy-makers are provided.
Research methodology at students of university
OBJECTIVE
To explain the concept of Educational Research
To describe the scope of Educational Research
To Identity fundamental research
Discussion 5Critically think about ethnocentrism, culture, andLyndonPelletier761
Discussion 5
Critically think about ethnocentrism, culture, and how these concepts impact research. Familiarize yourself with the objectives in Module 5 as well as the assigned course materials, videos, articles, and introduction. Use the assigned readings for this week as a primary reference as well as material from the Saint Leo Online Library for peer reviewed sources and to find relevance to this week’s topic. Please share your information with our classmates on this thread.
Questions:
1. Define culture, ethnocentrism and social construction. What are ways in which ethnocentrism can be avoided when conducting research? What core values or ethical principles are violated when ethnocentrism is not avoided and is included in research in the form of a bias?
2. How does avoiding ethnocentrism and including diversity in one’s research positively impact the quality of one’s work? How will you use what you have learned about diversity and ethnocentrism in your own life both as a student and in a future career in the field of psychology?
Articles to read:
Marshall, A., & Batten, S. (2004). Researching across cultures: Issues of ethics and power. Forum: Qualitative Social Research, 5. Retrieved from http://www.qualitative-research.net/index.php/fqs /article/view/572/1241
Medin, D. L., & Lee, C. D. (2012). Presidential column. Diversity makes better science. Observer, 25. Retrieved from http://www. psychologicalscience.org/ index.php/publications/ observer/2012/may-june-12/diversity-makes-better-science.html
Redding, R. E. (2001). Sociopolitical diversity in psychology: The case for pluralism. American Psychologist, 56(3), 205-215. doi:10.1037/0003-066X.56.3.205
5
Recommendations for Solving Equity Gaps at James Monroe High School, Virginia
Michael Whitener
School of Education, Liberty University
In partial fulfillment of EDUC 816
Interview Questions
Central Question:
How can the gaps in college readiness between students from low-income and underserved communities and those from wealthy and majority groups be eliminated?
Interview Questions
1. What parameters/Indicators are used to determine whether a student is college-ready or not?
The question is crucial in identifying whether the instructors are aware of the factors that contribute to college readiness among the students. Several indicators influence college readiness. Such parameters are combined before understanding whether a high school student is college-ready. Some indicators accurately show students’ college preparedness, while others give a false picture. Leeds & Mokher (2019) showed that using placement tests to assign students to developmental courses results in frequent misplacement. The authors used data from Florida. They concluded that it might be preferable to choose cutoffs that minimize misplacement than to use new metrics (Leeds & Mokher, 2019). Also, they proposed that each state use metrics that are unique to their con ...
Mr. Bush, a 45-year-old middle school teacher arrives at the emergen.docxaudeleypearl
Mr. Bush, a 45-year-old middle school teacher arrives at the emergency department by EMS ground transport after he experienced severe mid-sternal chest pain at work. On arrival to the ED:
a. What priority interventions would you initiate?
b. What information would you require to definitively determine what was causing Mr. Bush’s chest pain?
.
Movie Project Presentation Movie TroyInclude Architecture i.docxaudeleypearl
Movie Project Presentation: Movie: Troy
Include: Architecture in the movie. Historical research to figure out if the movie did a good job of representing the art historical past of not. Anything in the movie that are related to art or art history. And provide its outline and bibliography (any website source is acceptable as well)
.
Motivation and Retention Discuss the specific strategies you pl.docxaudeleypearl
Motivation and Retention
Discuss the specific strategies you plan to use to motivate individuals from your priority
population to participate in your program and continue working on their behavior change.
You can refer to information you obtained from the Potential Participant Interviews. You
also can search the literature for strategies that have been successfully used in similar
situations; be sure to cite references in APA format.
.
Mother of the Year In recognition of superlative paren.docxaudeleypearl
Mother of the Year
In recognition of superlative parenting
Elizabeth Nino
is awarded
2012 Mother of the Year
May 9, 2012
MOM
Smash That Like Button: Facebook’s Chris Cox Is Messing with One of the Most Valuable Features on the Internet
Inside Facebook’s Decision to Blow Up the Like Button
The most drastic change to Facebook in years was born a year ago during an off-site at the Four Seasons Silicon Valley, a 10-minute drive from headquarters. Chris Cox, the social network’s chief product officer, led the discussion, asking each of the six executives around the conference room to list the top three projects they were most eager to tackle in 2015. When it was Cox’s turn, he dropped a bomb: They needed to do something about the “like” button.
The like button is the engine of Facebook and its most recognized symbol. A giant version of it adorns the entrance to the company’s campus in Menlo Park, Calif. Facebook’s 1.6 billion users click on it more than 6 billion times a day—more frequently than people conduct searches on Google—which affects billions of advertising dollars each quarter. Brands, publishers, and individuals constantly, and strategically, share the things they think will get the most likes. It’s the driver of social activity. A married couple posts perfectly posed selfies, proving they’re in love; a news organization offers up what’s fun and entertaining, hoping the likes will spread its content. All those likes tell Facebook what’s popular and should be shown most often on the News Feed. But the button is also a blunt, clumsy tool. Someone announces her divorce on the site, and friends grit their teeth and “like” it. There’s a devastating earthquake in Nepal, and invariably a few overeager clickers give it the ol’ thumbs-up.
Changing the button is like Coca-Cola messing with its secret recipe. Cox had tried to battle the like button a few times before, but no idea was good enough to qualify for public testing. “This was a feature that was right in the heart of the way you use Facebook, so it needed to be executed really well in order to not detract and clutter up the experience,” he says. “All of the other attempts had failed.” The obvious alternative, a “dislike” button, had been rejected on the grounds that it would sow too much negativity.
Cox told the Four Seasons gathering that the time was finally right for a change, now that Facebook had successfully transitioned a majority of its business to smartphones. His top deputy, Adam Mosseri, took a deep breath. “Yes, I’m with you,” he said solemnly.
Later that week, Cox brought up the project with his boss and longtime friend. Mark Zuckerberg’s response showed just how much leeway Cox has to take risks with Facebook’s most important service. “He said something like, ‘Yes, do it.’ He was fully supportive,” Cox says. “Good luck,” he remembers Zuckerberg telling him. “That’s a hard one.”
The solution would eventually be named Reactions. It will arrive .
Mrs. G, a 55 year old Hispanic female, presents to the office for he.docxaudeleypearl
Mrs. G, a 55 year old Hispanic female, presents to the office for her annual exam. She reports that lately she has been very fatigued and just does not seem to have any energy. This has been occurring for 3 months. She is also gaining weight since menopause last year. She joined a gym and forces herself to go twice a week, where she walks on the treadmill at least 30 minutes but she has not lost any weight, in fact she has gained 3 pounds. She doesn’t understand what she is doing wrong. She states that exercise seems to make her even more hungry and thirsty, which is not helping her weight loss. She wants get a complete physical and to discuss why she is so tired and get some weight loss advice. She also states she thinks her bladder has fallen because she has to go to the bathroom more often, recently she is waking up twice a night to urinate and seems to be urinating more frequently during the day. This has been occurring for about 3 months too. This is irritating to her, but she is able to fall immediately back to sleep.
Current medications:
Tylenol 500 mg 2 tabs daily for knee pain. Daily multivitamin
PMH:
Has left knee arthritis. Had chick pox and mumps as a child. Vaccinations up to
date.
GYN hx:
G2 P1. 1 SAB, 1 living child, full term, wt 9lbs 2 oz. LMP 15months ago. No history of abnormal Pap smear.
FH:
parents alive, well, child alive, well. No siblings. Mother has HTN and father has high cholesterol.
SH:
works from home part time as a planning coordinator. Married. No tobacco history, 1-2 glasses wine on weekends. No illicit drug use
Allergies
: NKDA, allergic to cats and pollen. No latex allergy
Vital signs
: BP 129/80; pulse 76, regular; respiration 16, regular
Height 5’2.5”, weight 185 pounds
General:
obese female in no acute distress. Alert, oriented and cooperative.
Skin
: warm dry and intact. No lesions noted
HEENT:
head normocephalic. Hair thick and distribution throughout scalp. Eyes without exudate, sclera white. Wears contacts. Tympanic membranes gray and intact with light reflex noted. Pinna and tragus nontender. Nares patent without exudate. Oropharynx moist without erythema. Teeth in good repair, no cavities noted. Neck supple. Anterior cervical lymph nontender to palpation. No lymphadenopathy. Thyroid midline, small and firm without palpable masses.
CV
: S1 and S2 RRR without murmurs or rubs
Lungs
: Clear to auscultation bilaterally, respirations unlabored.
Abdomen
- soft, round, nontender with positive bowel sounds present; no organomegaly; no abdominal bruits. No CVAT.
Labwork:
CBC
:
WBC 6,000/mm3 Hgb 12.5 gm/dl Hct 41% RBC 4.6 million MCV 88 fl MCHC
34 g/dl RDW 13.8%
UA:
pH 5, SpGr 1.013, Leukocyte esterase negative, nitrites negative, 1+ glucose; small protein; negative for ketones
CMP:
Sodium 139
Potassium 4.3
Chloride 100
CO2 29
Glucose 95
BUN 12
Creatinine 0.7
GFR est non-AA 92 mL/min/1.73 GFR est AA 101 mL/min/1.73 Calcium 9.5
Total protein 7.6 Bilirubin, total 0.6 Alkaline.
Mr. Rivera is a 72-year-old patient with end stage COPD who is in th.docxaudeleypearl
Mr. Rivera is a 72-year-old patient with end stage COPD who is in the care of Hospice. He has a history of smoking, hypertension, obesity, and type 2 Diabetes. He is on Oxygen 2L per nasal cannula around the clock. His wife and 2 adult children help with his care. Develop a concept map for Mr. Rivera. Consider the patients Ethnic background (he and his family are from Mexico) and family dynamics. Please use the
concept map
form provided.
.
Mr. B, a 40-year-old avid long-distance runner previously in goo.docxaudeleypearl
Mr. B, a 40-year-old avid long-distance runner previously in good health, presented to his primary provider for a yearly physical examination, during which a suspicious-looking mole was noticed on the back of his left arm, just proximal to the elbow. He reported that he has had that mole for several years, but thinks that it may have gotten larger over the past two years. Mr. B reported that he has noticed itchiness in the area of this mole over the past few weeks. He had multiple other moles on his back, arms, and legs, none of which looked suspicious. Upon further questioning, Mr. B reported that his aunt died in her late forties of skin cancer, but he knew no other details about her illness. The patient is a computer programmer who spends most of the work week indoors. On weekends, however, he typically goes for a 5-mile run and spends much of his afternoons gardening. He has a light complexion, blonde hair, and reports that he sunburns easily but uses protective sunscreen only sporadically.
Physical exam revealed: Head, neck, thorax, and abdominal exams were normal, with the exception of a hard, enlarged, non-tender mass felt in the left axillary region. In addition, a 1.6 x 2.8 cm mole was noted on the dorsal upper left arm. The lesion had an appearance suggestive of a melanoma. It was surgically excised with 3 mm margins using a local anesthetic and sent to the pathology laboratory for histologic analysis. The biopsy came back Stage II melanoma.
1. How is Stage II melanoma treated and according to the research how effective is this treatment?
250 words.
.
Moving members of the organization through the change process ca.docxaudeleypearl
Moving members of the organization through the change process can be quite difficult. As leaders take on this challenge of shifting practice from the current state to the future, they face the obstacles of confidence and competence experienced by staff. Change leaders understand the importance of recognizing their moral purpose and helping others to do the same. Effective leaders foster moral purpose by building relationships, considering other’s perspectives, demonstrating respect, connecting others, and examining progress (Fullan & Quinn, 2016). For this Discussion, you will clarify your own moral perspective and how it will impact the elements of focusing direction.
To prepare:
· Review the Adams and Miskell article. Reflect on the measures taken in building capacity throughout the organization.
· Review Fullan and Quinn’s elements of Focusing Direction in Chapter 2. Reflect on aspects needed to build capacity as a leader.
· Analyze the two case examples used to illustrate focused direction in Chapter 2.
· Clarify your own moral purpose, combining your personal values, persistence, emotional intelligence, and resilience.
A brief summary clarifying your own moral imperative.
· Using the guiding questions in Chapter 2 on page 19, explain your moral imperative and how you can use your strengths to foster moral imperative in others.
· Based on Fullan’s information on change leadership, in which areas do you feel you have strong leadership skills? Which areas do you feel you need to continue to develop?
Learning Resources
Required Readings
Fullan, M., & Quinn, J. (2016).
Coherence: The right drivers in action for schools, districts, and systems
. Thousand Oaks, CA: Corwin.
Chapter 2, “Focusing Direction” (pp. 17–46)
Florian, L. (Ed.). (2014).
The SAGE handbook of special education
(2nd ed.). London, England: Sage Publications Ltd.
Chapter 23, “Researching Inclusive Classroom Practices: The Framework for Participation” (389–404)
Chapter 31, “Assessment for Learning and the Journey Towards Inclusion” (pp. 523–536)
Adams, C.M., & Miskell, R.C. (2016). Teacher trust in district administration: A promising line of inquiry. Journal of Leadership for Effective and Equitable Organizations, 1-32. DOI: 10.1177/0013161X1665220
Choi, J. H., Meisenheimer, J. M., McCart, A. B., & Sailor, W. (2016). Improving learning for all students through equity-based inclusive reform practices effectiveness of a fully integrated school-wide model on student reading and math achievement. Remedial and Special Education, doi:10.1177/0741932516644054
Sailor, W. S., & McCart, A. B. (2014). Stars in alignment. Research and Practice for Persons with Severe Disabilities, 39(1), 55-64. doi: 10.1177/1540796914534622
Required Media
Grand City Community
Laureate Education (Producer) (2016c).
Tracking data
[Video file]. Baltimore, MD: Author.
Go to the Grand City Community and click into
Grand City School District Administration Offices
. Revie.
Mr. Friend is acrime analystwith the SantaCruz, Califo.docxaudeleypearl
Mr. Friend is a
crime analyst
with the Santa
Cruz, California,
Police
Department.
Predictive Policing: Using Technology to Reduce Crime
By Zach Friend, M.P.P.
4/9/2013
Nationwide law enforcement agencies face the problem
of doing more with less. Departments slash budgets
and implement furloughs, while management struggles
to meet the public safety needs of the community. The
Santa Cruz, California, Police Department handles the
same issues with increasing property crimes and
service calls and diminishing staff. Unable to hire more
officers, the department searched for a nontraditional
solution.
In late 2010 researchers published a paper that the
department believed might hold the answer. They
proposed that it was possible to predict certain crimes,
much like scientists forecast earthquake aftershocks.
An “aftercrime” often follows an initial crime. The time and location of previous criminal activity helps to
determine future offenses. These researchers developed an algorithm (mathematical procedure) that
calculates future crime locations.1
Equalizing Resources
The Santa Cruz Police Department has 94 sworn officers and serves a population of 60,000. A
university, amusement park, and beach push the seasonal population to 150,000. Department personnel
contacted a Santa Clara University professor to apply the algorithm, hoping that leveraging technology
would improve their efforts. The police chief indicated that the department could not hire more officers.
He felt that the program could allocate dwindling resources more efficiently.
Santa Cruz police envisioned deploying officers by shift to the most targeted locations in the city. The
predictive policing model helped to alert officers to targeted locations in real time, a significant
improvement over traditional tactics.
Making it Work
The algorithm is a culmination of anthropological and criminological behavior research. It uses complex
mathematics to estimate crime and predict future hot spots. Researchers based these studies on
In Depth
Featured Articles
- IAFIS Identifies Suspect from 1978 Murder Case
- Predictive Policing: Using Technology to Reduce
Crime
- Legal Digest Part 1 - Part 2
Search Warrant Execution: When Does Detention Rise to
Custody?
- Perspective
Public Safety Consolidation: Does it Make Sense?
- Leadership Spotlight
Leadership Lessons from Home
Archive
- Web and Print
Departments
- Bulletin Notes - Bulletin Honors
- ViCAP Alerts - Unusual Weapons
- Bulletin Reports
Topics in the News
See previous LEB content on:
- Hostage Situations - Crisis Management
- School Violence - Psychopathy
About LEB
- History - Author Guidelines (pdf)
- Editorial Staff - Editorial Release Form (pdf)
Patch Call
Known locally as the
“Gateway to the Summit,”
which references the city’s
proximity to the Bechtel Family
National Scout Reserve. More
The patch of the Miamisburg,
Ohio, Police Department
prominently displays the city
seal surroun.
Mr. E is a pleasant, 70-year-old, black, maleSource Self, rel.docxaudeleypearl
Mr. E is a pleasant, 70-year-old, black, male
Source: Self, reliable source
Subjective:
Chief complaint:
“I urinate frequently.”
HPI:
Patient states that he has had an increase in urination for the past several years, which seems to be worsening over the past year. He estimates that he urinates clear/light yellow urine approximately every 1.5-2 hours while awake and is up 2-4 times at night to urinate. He states some urgency and hesitancy with urination and feeling of incomplete voiding. He denies any pain or blood. Denies any head trauma. Denies any increase in thirst or hunger. He denies any unintentional weight loss.
Allergies
: NKA
Current Mediations
:
Multivitamin, daily
Aspirin, 81 mg, daily
Olmesartan, 20 mg daily
Atorvastatin, 10 mg daily
Diphenhydramine, 50 mg, at night
Pertinent History:
Hypertension, hyperlipidemia, insomnia
Health Maintenance. Immunizations:
Immunizations up to date
Family History:
No cancer, cardiac, pulmonary or autoimmune disease in immediate family members
Social History:
Patient lives alone. He drinks one cup of caffeinated coffee each morning at the local diner. He denies any nicotine, alcohol or drug use.
ROS:
Incorporated into HPI
Objective:
VS
– BP: 118/68, HR: 86, RR: 16, Temp 97.6, oxygenation 100%, weight: 195 lbs, height: 70 inches.
Mr. E is alert, awake, oriented x 3. Patient is clean and dressed appropriate for age.
Cardiac: No cardiomegaly or thrills; regular rate and rhythm, no murmur or gallop
Respiratory: Clear to auscultation
Abdomen: Bowel sounds positive. Soft, nontender, nondistended, no hepatomegaly
Neuro: CN 2-12 intact
Renal/prostate: Prostate enlarged, non-tender. No asymmetry or nodules palpated
Labs:
Test Name
Result
Units
Reference Range
Color
Yellow
Yellow
Clarity
Clear
Clear
Bilirubin
Negative
Negative
Specific Gravity
1.011
1.003-1.030
Blood
Negative
Negative
pH
7.5
4.5-8.0
Nitrite
Negative
Negative
Leukocyte esterase
Negative
Negative
Glucose
Negative
mg/dL
Negative
Ketones
Negative
mg/dL
Negative
Protein
Negative
mg/dL
Negative
WBC
Negative
/hpf
Negative
RBC
Negative
/hpf
Negative
Lab
Pt’s Result
Range
Units
Sodium
137
136-145
mmol/L
Potassium
4.7
3.5-5.1
mmol/L
Chloride
102
98-107
mmol/L
CO2
30
21-32
mmol/L
Glucose
92
70-99
mg/dL
BUN
7
6-25
mg/dL
Creat
1.6
.8-1.3
mg/dL
GFR
50
>60
Calcium
9.6
8.2-10.2
mg/dL
Total Protein
8.0
6.4-8.2
g/dL
Albumin
4.5
3.2-4.7
g/dL
Bilirubin
1.1
<1.1
mg/dL
Alkaline Phosphatase
94
26-137
U/L
AST
25
0-37
U/L
ALT
55
15-65
U/L
Pt’s results
Normal Range
Units
WBC
9.9
3.4 - 10.8
x10E3/uL
RBC
4.0
3.77 - 5.28
x10E6/uL
Hemoglobin
11.5
11.1 - 15.9
g/dL
H.
Motor Milestones occur in a predictable developmental progression in.docxaudeleypearl
Motor Milestones occur in a predictable developmental progression in young children. They begin with reflexive movements that develop into voluntary movement patterns. For the motor milestone of independent walking, there are many precursor reflexes that must first integrate and beginning movement patterns that must be learned. Explain the motor progression of walking in a child, starting with the integration of primitive reflexes to the basic motor skills needed for a child to walk independently. Discuss at which time frame each milestone occurs from birth to walking (12-18 months of age). What are some reasons why a child could be delayed in walking? At what age is a child considered delayed in walking and in need of intervention? What interventions are available to children who are having difficulty walking? Please be sure to use APA citations for all sources used to formulate your answers.
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Most women experience their closest friendships with those of th.docxaudeleypearl
Most women experience their closest friendships with those of the same sex. Men have suffered more of a stigma in terms of sharing deep bonds with other men. Open affection and connection is not actively encouraged among men. Recent changes in society might impact this, especially with the advent of the meterosexual male. “The meterosexual male is less interested in blood lines, traditions, family, class, gender, than in choosing who they want to be and who they want to be with” (Vernon, 2010, p. 204).
In this week’s reading material, the following philosophers discuss their views on this topic: Simone de Beauvoir, Thomas Aquinas, MacIntyre, Friedman, Hunt, and Foucault. Make sure to incorporate their views as you answer each discussion question. Think about how their views may be similar or different from your own. In at least 250 words total, please answer each of the following, drawing upon your reading materials and your personal insight:
To what extent do you think women still have a better opportunity to forge deeper friendships than men? What needs to change to level the friendship playing field for men, if anything?
How is the role of the meterosexual man helping to forge a new pathway for male friendships?
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Most patients with mental health disorders are not aggressive. Howev.docxaudeleypearl
Most patients with mental health disorders are not aggressive. However, it is important for nurses to be able to know the signs and symptoms associated with the five phases of aggression, and to appropriately apply nursing interventions to assist in treating aggressive patients. Please read the case study below and answer the four questions related to it.
Aggression Case Study
Christopher, who is 14 years of age, was recently admitted to the hospital for schizophrenia. He has a history of aggressive behavior and states that the devil is telling him to kill all adults because they want to hurt him. Christopher has a history of recidivism and noncompliance with his medications. One day on the unit, the nurse observes Christopher displaying hypervigilant behaviors, pacing back and forth down the hallway, and speaking to himself under his breath. As the nurse runs over to Christopher to talk, he sees that his bedroom door is open and runs into his room and shuts the door. The nurse responds by attempting to open the door, but Christopher keeps pulling the door shut and tells the nurse that if the nurse comes in the room he will choke the nurse. The nurse responds by calling other staff to assist with the situation.
1. What phase of the aggression cycle is Christopher in at the beginning of this scenario? What phase is he in at the end the scenario? (State the evidence that supports your answers).
2. What interventions could have been implemented to prevent Christopher from escalating at the beginning of the scenario?
3. What interventions should the nurse take to deescalate the situation when Christopher is refusing to open his door?
4. If a restrictive intervention (restraint/seclusion) is used, what are some important steps for the nurse to remember?
SCHOLAR NURSING ARTICLE>>>APA FORMAT>>>
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Most of our class readings and discussions to date have dealt wi.docxaudeleypearl
Most of our class readings and discussions to date have dealt with the issue of ethics and ethical behavior. Various philosophers have made contributions to jurisprudence including how to apply ethical principles (codes of conduct?) to ethical dilemma.
Your task is to watch the Netflix documentary ‘The Social Dilemma.’ If you cannot currently access Netflix it offers a free trial opportunity, which you can cancel after viewing the documentary. Should this not be an option for whatever reason, then please email me and we will create an alternative ethics question.
DUE DATE: Tuesday, Sept. 29, 2020 by noon
SEND YOUR NO MORE THAN 5 PAGE DOUBLE SPACED RESPONSE TO MY EMAIL ADDRESS. LATE PAPERS SUBJECT TO DOWNGRADING
As critics have written, the documentary showcases ways our minds are twisted and twirled by social media companies like Facebook, Twitter, and Google through their platforms and search engines, and the why of what they are doing, and what must be done to stop it.
After watching the movie, respond to the following questions in the order given. Use full sentences and paragraphs, and start off each section by stating the question you are answering. Be succinct.
What are the critical ethical issues identified?
What concerns are raised over the polarization of society and promulgation of fake news?
What is the “attention-extraction model” of software design and why worry?
What is “surveillance capitalism?”
Do you agree that social media warps your perceptions of reality?
Who has the power and control over these social media platforms – software designers, artificial intelligence (Ai), CEOs of media platforms, users, government?
Are social media platforms capable of self-regulation to address the political and ethical issues raised or not? If not, then should government regulate?
What other actions can be taken to address the basic concern of living in a world “…where no one believes what’s true.”
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Most people agree we live in stressful times. Does stress and re.docxaudeleypearl
Most people agree we live in stressful times. Does stress and reactions to stress contribute to illness? Explain why or why not. Support your opinions with information from the text.
Make sure to reference and cite your textbook as well as any other source you may use to support your answers to the question. Your initial post must include appropriate APA references at the end.
.
Most of the ethical prescriptions of normative moral philosophy .docxaudeleypearl
Most of the ethical prescriptions of normative moral philosophy tend to fall into one of the following three categories: deontology, consequentialism, and virtue ethics. These categories in turn put an emphasis on different normative standards for judging what constitutes right and wrong actions.
Moral psychologists and behavioral economists such as Jonathan Haidt and Dan Ariely take a different approach: focusing not on some normative ethical framework for moral judgment, but rather on the psychological foundations of moral intuition and on the limitations that our human frailty places on real-world honesty, decency, and ethical commitments.
In this context, write a short essay (minimum 400 words) on what you see as the most important differences between the traditional normative philosophical approaches and the more recent empirical approach of moral psychology when it comes to ethics. As part of your answer also make sure that you discuss the implications of these differences.
Deadline reminder:
this assignment is
due on June 14th
. Any assignments submitted after that date will lose 5 points (i.e., 20% of the maximum score of 25 points) for each day that they are submitted late. Accordingly, after June 14th, any submissions would be worth zero points and at that time the assignment inbox will close.
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Most healthcare organizations in the country are implementing qualit.docxaudeleypearl
Most healthcare organizations in the country are implementing quality improvement programs to save lives, enhance customer satisfaction, and reduce the cost of healthcare services. Limited human and material resources often undermine such efforts. Zenith Hospital in a rural community has 200 beds. Postsurgical patients tend to contract infections at the surgical site, requiring extended hospitalization. Mr. Jones—75 years old—was admitted to Zenith Hospital for inguinal hernia repairs. He was also hypertensive, with a compromised immune system. Two days after surgery, he acquired an infection at the surgical site, with elevated temperature, and then he developed septicemia. His condition worsened, and he was moved to isolation in the intensive care unit (ICU). A day after transfer to the ICU, he went into ventricular arrhythmia and was placed on a respirator and cardiac monitoring machine. Intravenous fluids, antibiotics, and antipyretics could not bring the fever down, and blood analysis continued to deteriorate.
The hospital infection control unit got involved. The team confirmed that postsurgical infections were on the increase, but the hospital was unable to identify the sources of infection. The surgery unit and surgical team held meetings to understand possible sources of infection. The team leader had earlier reported to management that they needed to hire more surgical nurses, arguing that nurses in the unit were overworked, had to go on leave, and often worked long hours without break.
Mr. Jones’ family members were angry and wanted to know the source of his infection, why he was on the respirator in isolation, and why his temperature was not coming down. Unfortunately, his condition continued to deteriorate. His daughter invited the family’s legal representative to find out what was happening to her father and to commence legal proceedings.
Then, the healthcare manager received information that two other patients were showing signs of postsurgical infection. The healthcare manager and care providers acknowledged the serious quality issues at Zenith Hospital, particularly in the surgical unit. The healthcare manager wrote to the Chairman of the Hospital Board, seeking approval to implement a quality improvement program. The Board held an emergency meeting and approved the manager’s request. The healthcare manager has invited you to support the organization in this process.
Please address the following questions in your response:
What are successful approaches for gaining a shared understanding of the problem?
How can effective communication be implemented?
What is a qualitative approach that helps in identifying the quality problem?
What tools can provide insight into understanding the problem?
In quality improvement, what does appreciative inquiry help do?
What is a benefit of testing solutions before implementation?
What is a challenge that is inherent in the application of the plan, do, study, act (PDSA) method?
What .
More work is necessary on how to efficiently model uncertainty in ML.docxaudeleypearl
More work is necessary on how to efficiently model uncertainty in ML and NLP, as well as how to represent uncertainty resulting from big data analytics.
Pages - 4
Excluding the required cover page and reference page.
APA format 7 with an introduction, a body content, and a conclusion.
No Plagiarism
.
Mortgage-Backed Securities and the Financial CrisisKelly Finn.docxaudeleypearl
Mortgage-Backed Securities and the Financial Crisis
Kelly Finn
FNCE 4302
Mortgage-Backed Securities (MBS) are “pass-through” bundles of housing debt sold as investment vehicles
A mortgage-backed security, MBS, is a type of asset-backed security that pays investors regular payments, similar to a bond. It gets the title as a “pass-through” because the security involves several entities in the origination and securitization process (where the asset is identified, and where it is used as a base to create a new investment instrument people can profit off of).
Key Players involved in the MBS Process
[Mortgage] Lenders: banks who sell mortgages to GSE’s
GSE: Government Sponsored Entities created by the US Government to make owning property more accessible to Americans
1938: Fannie Mae (FNMA): Federal National Mortgage Assoc.
1970: Freddie Mac (FHLMC): Federal Home Loan Mortgage Corp.
Increase mortgage borrowing
Introduce competitor to Fannie Mae
1970: Ginnie Mae (GNMA): Government National Mortgage Assoc.
US Government: Treasury: implicit commitment of providing support in case of trouble
The several entities involved in the process make MBS a “pass-through”. Here we have 3 main entities that we’ll call “Key Players” for the purpose of this presentation which aims to provide you with a basic and simple explanation of MBS and their role in the financial crisis.
GSE’s created by the US Government in 1938
Part of FDR’s New Plan during Great Depression
Purpose: make owning property more accessible to more Americans
GSE (ex. Fannie Mae) buys mortgages (debt) from banks, & then pools mortgages into little bundles investors can buy (securitization)
Bank’s mortgage is exchanged with GSE’s cash
Created liquid secondary market for mortgages
Result:
1) Bank has more cash to lend out to people
2) Now all who want to a house (expensive) can get the money needed to buy one!
Where MBS came from & when
Yay for combatting homelessness and increasing quality of life for the common American!
Thanks Uncle Sam!
MBS have been around for a long time. Officially in the US, they have their origins in government. During the Great Depression in the 1930s, President Franklin Delano Roosevelt signed into creation Fannie Mae that was brought about to help ease American citizen’s difficulty in becoming homeowners. The sole purpose of a GSE thus was to not make profit, but to promote citizen welfare in regards to housing. Seeing that it was created by regulatory government powers, it earned the title of Government Sponsored Entity, which we will abbreviate as GSE. 2 other GSE’s in housing were created in later decades like Freddie Mae, to further stimulate the mortgage market alongside Fannie, and Ginnie which did a similar thing but only for certain groups of people (Veterans, etc) and to a much smaller scale.
How MBS works: Kelly is a homeowner looking to borrow a lot of money
*The Lender, who issued Kelly the mor.
Moral Development Lawrence Kohlberg developed six stages to mora.docxaudeleypearl
Moral Development:
Lawrence Kohlberg developed six stages to moral behavior in children and adults. Punishment and obedience orientation, interpersonal concordance, law and order orientation, social contract orientation, and universal ethics orientation. All or even just one of these stages will make a good topic for your research paper or you could just do the research paper on Kohlberg.
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Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
Research Paradigms.htmlThe term ‘research’ is commonly underst.docx
1. Research Paradigms.html
The term ‘research’ is commonly understood to denote a
systematic process of discovering more about a topic, using
methods that are transparent and publicly defensible. Within
this broad definition lie different strands of activity. A key
distinction in education and development is between scholarly
research and research conducted for consultancy or monitoring
and evaluation purposes. Monitoring and evaluation (sometimes
referred to as ‘M & E’) is chiefly used in relation to specific
projects and usually focuses on the effectiveness of the project
in relation to specified (and often narrow) goals. It is unlikely
to be asking deeper questions or engaging with the debates in
academic literature that scholarly research tends to be
concerned with.
Measurement and indicators 1
TEGINT Project
The TEGINT project (Transforming Education for Girls in
Nigeria and Tanzania) sought to address gender inequalities in
schools and communities through three interventions: the
establishment of ‘girls’ clubs’ in schools, of school committees
and of participatory, gender-sensitive teaching methodologies.
The monitoring and evaluation process, run at regular points
during the programme, sought to discover the impact on
particular outcomes such as girls’ enrolment and progression.
Data collected annually for M & E included gender-
disaggregated figures for enrolment by class, exam entry, exam
passes, drop-outs, attendance, numbers of teachers and numbers
on the school management committees. However, broader
research conducted at the start and the end of the project, in
conjunction with university partners, attempted to address more
complex issues such as the relationships between girls’ club
membership, community attitudes and girls’ empowerment
(ActionAid 2012).
2. Epistemological and political positions; decolonizing
methodologies; different research traditions
As a researcher, it is always important to consider which
assumptions and political positions underpin one’s work. No
research (and no researcher) is completely objective and
without a position, no matter how unbiased they believe
themselves to be. These are particularly important
considerations when working on education and development. If
the researcher is from a different educational background to that
which is being researched, it may lead to some comparative
bias, particularly if the context being researched is a developing
country. Researchers may become overwhelmed with the
deficiencies of the research context and be blind to positive
aspects that may have been undervalued or lacking in their own
education. It is also important to note that some methodological
approaches explicitly and intentionally contain political
positions and aims (e.g. feminist research).
A number of theoretical and methodological developments since
the 1970s have aimed to reveal and break down hidden
assumptions in research. Postcolonial perspectives seek to
question the extent to which certain educational constructions
relating to the colonial and postcolonial eras may be
legitimizing the continuance of unequal global economic
arrangements and aim to reveal the assumptions and power
relations which pervade research conducted on ‘developing
countries’ by Western researchers (Mazrui and Mazrui 1996,
Tikly 1999). Tuhwai Smith, in Decolonising
Methodologies (2012), identifies research ‘as a significant site
of struggle between the interests and ways of knowing of the
West and the interests and ways of resisting of the Other’
(Tuhwai Smith 2012, p. 2). She discusses ways in which
research has been openly challenged by communities and
indigenous activists about ethnocentric assumptions, racist
attitudes and practices, and exploitative research. She, and
others, have suggested as a way forward the development of
alternative methodological approaches located in the ‘South’
3. (e.g. Halai and William 2011, Park 2011, Robinson-Pant 2013).
Different approaches: Choices and decisions for the researcher
There are a number of research approaches that involve
purposively designed strategies to explore specific educational
issues in depth. The first two in this section are primarily
quantitative approaches and the remainder, qualitative.
Large-scale surveys
Large-scale surveys aim to capture information about
educational circumstances from a wide constituency for
comparison and analysis, possibly involving surveys of
educational conditions in one location across a number of time
periods. They may also have a cross-national element, allowing
comparison between different countries: for example, data
compiled and published by UNESCO in the EFA Global
Monitoring Reports and also data from the OECD’s Programme
for International Student Assessment (PISA), which has been
running (and expanding) since 19971. Such surveys can cover
thousands or even millions of individual children, although
other projects may be considerably smaller. They may involve
the collection of basic educational data (e.g. enrolment,
transition, achievement) or more specific questions tailored to
particular research agendas, administered via interviews or
questionnaires.
Surveys offer some unique and distinct benefits. The scale of
data collection attempts to give an overall picture of a particular
context and may allow for greater generalizability as well as
comparisons over location and/or time. Information that can
suggest research questions can be assembled: for example, data
to explore teacher effects on student achievement might be
suggested by information on teacher qualifications and exam
results.
However, there are limitations. Because of the scale of data
collection and the claims to generalizability, it is important to
scrutinize the underlying assumptions, especially in terms of
sampling (have any significant groups been omitted?); the
validity of questions (what factors might influence how
4. questions are understood and answered truthfully?); and
reliability (will different groups understand and respond to the
questions in the same way?). Surveys are highly demanding in
terms of time and resources, and for this reason, longitudinal
studies, which trace the same individuals over time, are rare
(Foster et al. 2012, p. 722).
Broadfoot (2004) warns about some disadvantages in relying on
statistical data in education. There are dangers in placing too
much emphasis on league tables and ‘rankings’, which may only
be based on relatively small differences in scores, and reflect
only certain aspects such as exam achievement, as opposed to
scrutinizing the actual quality of education. Statistical data
must be analysed and interpreted correctly, and we must be
wary of their manipulation for particular political agendas to
present something in the best possible light. It is also important
to beware of the tendency to recourse to numerical data in the
mistaken belief that it is more trustworthy or meaningful; there
are many instances where other forms of data would be more
appropriate for particular research questions. Comparing such
educational data across developing countries may be
particularly problematic for a number of reasons, such as the
varying reliability of data collection, significantly different
political and economic trajectories and varied social and
cultural contexts.
Measurement and indicators 2
Young Lives Project
A prominent example of a large-scale survey is the Young
Lives project, an international study of childhood poverty,
covering 12,000 children in Ethiopia, India, Vietnam and Peru.
It is a rare example of a longitudinal project studying education
in developing countries and combines regular quantitative
surveys of the children and their care-givers with in-depth
qualitative research on a sub-sample. The main themes explored
are the nature and extent of inequalities between groups of
children; the influences of different aspects of poverty on child
5. development; and the risks and opportunities for children of
economic and social change
(see http://www.younglives.org.uk/).
Experimental approaches: Quasi-experiments and randomized
control trials (RCTs)
Experimental approaches explore the effects of particular
interventions on a target population by manipulating one or
more independent variables and measuring the degree to which
this manipulation accounts for variance in outcome. A wide
range of experimental designs exist.
Randomized control trials (RCTs) have been imported from
medical research to apply to social policy and offer the
opportunity to explore the counterfactual (what would have
happened if we hadn’t employed those extra teachers/built those
schools/provided free uniforms, etc.). RCTs have recently
become popular amongst development agencies as they seem to
offer clear results to feed back into practice. They feature as
part of an agenda to discover ‘what works’, alongside other
measures such as impact evaluation and systematic reviews.
Quasi-experiments are generally regarded as less rigorous than
randomized control trials but are often used where it is seen as
not practicable or reasonable to randomly assign study
participants to the treatment condition. The researcher may have
some control over the treatment condition but uses criteria other
than randomness; or the researcher may have no control as to
which groups are assigned to the treatment condition2.
Proponents argue that they are important because policy ideas
need rigorous testing.
Despite their strengths, there are a number of disadvantages to
experimental approaches, and RCTs in particular have not been
introduced without controversy. The assumptions underlying the
research design and interventions must be scrutinized; and such
designs can be fairly resource-heavy, requiring a fixed
investment, generating evidence for a particular point in time
rather than giving a more continuous picture. While many
analyses are able to demonstrate strong associations between
6. certain input and outcome variables, demonstrating causality is
more problematic; strong correlation may be caused by latent or
confounding variables that are not being measured. Critics
argue that RCTs rarely provide useful evidence unless
accompanied by theoretical work which can explain what
determines the effects that have been observed (e.g. Deaton
2010, see also Morrison 2009). There can also be ethical issues,
particularly in RCTs, if the research design involves the
decision that one group would miss out on a potentially
beneficial intervention (or is exposed to a detrimental one).
Measurement and indicators 3
RCTs in Development
One example of how RCTs have been used in assessing an
educational intervention is in measuring the success of the
‘Progresa’ Programme which provided poor mothers in Mexico
with conditional cash transfers based on children’s enrolment in
school and access to healthcare3. RCT studies showed not only
that the grants had a positive effect on enrolment but were also
able to show which group saw the largest increase (girls who
had completed grade 6). It was partly on the strength of these
findings that the Mexican government decided to preserve and
expand the programme (Shultz 2004).
While RCTs can be helpful in demonstrating whether a
programme has had a particular impact, it can be difficult to
identify why an effect happened, as often attention is not paid
to participants’ motivations and the specifics of the context.
Morrison (2009) discusses a hypothetical example of CCTV
cameras being shown to reduce crime in schools; yet we do not
know why crime has fallen (have the cameras led to more
thieves being convicted, or encouraged thieves to look
elsewhere, or students to be more vigilant or bring in fewer
valuables?). Additional work is needed alongside to explain the
‘mechanisms’ behind the outcomes and give insight into
whether the initiative would achieve similar effects when
implemented elsewhere.
7. Ethnographic approaches
Ethnographic approaches involve the collection of qualitative
data through researchers embedding themselves in the field
research environment. The underlying principle guiding this
kind of research is the assumption that people have meaning
structures that determine much of their behaviour, and the
researcher aims to act as a participant-observer to
systematically uncover the meanings behind events and actions
of what counts as ‘cultural knowledge’. Much of this
methodology originated from anthropology and allows
exploration of the day-to-day life of the school, the school’s
aims and processes, the meanings that various stakeholders
attribute to them and the dynamics of its surrounding social
contexts.
Typically, data collection involves observing verbal and non-
verbal behaviour; scrutinizing the form and content of verbal
interactions; recording patterns of action and non-action; and
also may involve looking at documents, archival records and
artefacts. Conducting this kind of research in a rigorous manner
usually involves lengthy periods of time in the field.
In addition to the depths of understanding that ethnographic
analyses can offer, this approach may offer a greater
opportunity to investigate issues relating to power relations,
postcolonial concerns or neo-liberal agendas by exploring in
detail the operations and enculturating functions of schools in
particular social and historic contexts.
However, there is also an inevitable trade-off between being
able to gain deep insights through very focused data collection
by spending a prolonged amount of time in one particular
context, and the additional insights that can be gained by
comparisons between two or more contexts. Moreover, Brewer
(2000) has suggested that ethnographic approaches may have
been put under threat by globalization and the ‘disappearance of
the local under global processes’ (2000, p. 173).
A good example of ethnographic work in education and
development is found in Robinson Pant’s work, Why Eat Green
8. Cucumbers at a Time of Dying? (2001). This provides a rich
account of two adult women’s literacy projects in Nepal,
examining what kind of literacy is being promoted
by international agencies and exploring the women’s own
perceptions of their involvement in the classes, contrasting
these to those of the organizations delivering them. In doing so,
she offers a detailed interpretation of the ways in which
development ideologies are transmitted and transformed through
programme designs, teaching methodologies, delivery and
reception. Another recent example is Sriprakash’s work (2012)
on the introduction of child-centred pedagogies in low-income
contexts in India. Her study used ethnographic methods to
investigate how education reforms have been experienced in the
state of Karnataka, to explore the extent to which poverty and
inequality in rural communities can be addressed by child-
centred models and the politics behind such pedagogic reform.
Critical discourse analysis and policy analysis
Critical discourse analysis explores how social and power
relations, identities and knowledge are constructed through
written, visual and spoken texts. It is particularly concerned
with how power abuse, dominance and inequality are enacted,
reproduced and resisted. A key underlying assumption is that
language operates as a cultural tool, mediating relationships of
privilege and power within institutions, in individual
interactions and also through bodies of knowledge, with a
recognition that science and scholarly discourse themselves are
inherently part of and influenced by social and political
structures.
Critical discourse analysis is important in helping to unpack and
understand the power relations between individuals. It is also
very useful in analysing institutional policies, including how
policy is formed and interpreted at the many different levels of
implementation, for example between international
organizations, governments, and local bodies and stakeholders.
Methods for perusing how government policy operates and
wields power can involve the analysis of underlying symbols
9. and imagery of policy in the form of spoken statements,
publicity, posters and awareness-raising messages, photos and
films. Qualitative data is drawn on, although such analysis also
examines how quantitative data is used to gain authority and
legitimacy.
Researchers consider their own position in the creation of
knowledge and therefore existing power relations; research
questions may be implicitly influenced by dominant agendas,
and a critical position may itself become a dominant discourse
in time. While this approach may be successful at revealing
mechanisms that seem objectionable, it generally does not
suggest solutions.
Vavrus and Seghers’ study (2010) of poverty reduction policies
in Tanzania critically analysed how the concept of ‘partnership’
is conceived of by powerful international organizations; how it
is constructed in poverty reduction policies; and whether there
are genuine opportunities for agency and change in these
strategies. Their study reveals the multiple meanings attributed
to ‘partnership’ at different levels of policy, shows how the
concept is linked to particular elements of ‘revisionist neo-
liberalism’ and questions the extent to which the voices of the
poor are genuinely taken on board when they are not consistent
with existing reform plans.
Biographical and narrative research
Biographical and narrative approaches explore individual
experiences of events from the actor’s point of view. They can
investigate socio-historical phenomena, engage in cultural
analysis and critically reflect on the processes of research
through systematic investigation into individual life perceptions
and experiences, enabling multiple interpretations of complex
cultural contexts.
Interviews allow for collecting narratives and biographical data
from participants. Life histories may have a chronology; but
they may not record all events and may focus selectively on
critical moments and decisions for an individual, thereby
complicating factors, evaluation and reflection on outcomes.
10. The narrative analysis subsequently produced by the researcher
may include direct quotations from the participants; by ‘telling
a story’, these accounts can be extremely powerful, providing a
sense of human experience, authenticity and realism. The
analysis may also involve eschewing theory (see Farrell in
Martin 2003) in the belief that this can impose particular
interpretations and distort the intricacies and the complexity of
the context under study. It is interesting to note here also the
differing epistemological positions in various
qualitative approaches: narrative enquiry often is not concerned
with generating or clarifying theory; policy analysis may be
deeply concerned with theorizing across multiple contexts in
order to draw conclusions about inequality and development
(Martin 2003, pp. 112–113).
In a policy and intellectual climate which tends to privilege
large-scale quantitative research, narrative and biographical
analyses have the potential to foreground voice, reflexivity and
inter-subjectivity and can be particularly powerful for
researchers keen to engage with the perspectives of colonized,
marginalized and disadvantaged groups.
Nonetheless, there are some disadvantages; first, there are
difficulties in making comparisons with other contexts, since
through exploring the specific and abandoning theory, there is a
lack of conceptual apparatus with which to do so. Narrative
research may also pose particular dilemmas from a postcolonial
perspective: Fox (2008) argues that we need to question the
‘right’ of the researcher to represent, publish and benefit from
an individual’s narrative; it is also important to be aware of the
potentially inequitable power relationship between the
researcher and participant while addressing the dilemma of who
is seen as the most authentic and legitimate narrators,
particularly if they run counter to mainstream views.
Name:
Date:
Memo No:
11. Texts Analyzed:
Summary of Text:
Main Assumptions:
Questions or comments for discussion (e.g. What was
unclear/unconvincing/could be explored further? What seems
unrealistic, given assumptions you mentioned?):