This document discusses ethical considerations for research involving human subjects. It explains that researchers need to obtain ethical approval before conducting studies with human subjects. Ethical decisions are based on three main approaches: duty-based, rights-based, and goal-based. The document then outlines principles, rules, and criteria that research studies should be evaluated against from an ethical standpoint, including principles of autonomy, non-maleficence, beneficence, and justice. It emphasizes informed consent, avoiding harm, and treating participants fairly and equally. Researchers must respect participants' privacy, keep information confidential, and be truthful.
The critique should critically review (not summarize) the ar.docxmehek4
The critique should critically review (not summarize) the article discussed. You should concentrate your analysis and critique on the data and the analysis of the data (statistics) presented. Do they support the conclusions reached by the author(s)? Why or why not? You do not have to agree with the conclusions reached during the discussion. If you do not agree, you should argue why you do not based on information contained in the article you are critiquing. If you believe important information or analysis is missing, you should also reference that. Similarly, if you agree, you should state why based on information presented in the article.
The paper should be three to four pages not including the title page. Points will be deducted if the paper is longer than four pages.
Suggested Content:
The critique should contain a title page, introduction, supporting paragraphs, and conclusions.
Title Page:
Includes title of the research article and author’s name(s), your name, and date. Include your Turnitin score.
Introduction:
· In the opening sentences, introduce the research topic, including the rationale or purpose for conducting the research and its objectives. What question(s) is the researcher trying to answer? Include identification of independent and dependent variables.
· State the author’s hypothesis or research question(s)?
· Briefly state the research methodology. How did the researcher study the topic? Survey? Experiment? Statistical Analysis? A combination of methods?
Supporting paragraphs:
In-depth critique of the article (Discuss how well the research is conducted)
Consider the following: (Do not do include any checklists. This must be a narrative discussion)
· Purpose
· Is the research problem clearly stated? Is it easy to determine what the researcher intends to research?
· Objectives/hypotheses
· Has a research question or hypothesis been identified? Is it clearly stated? Is it consistent with discussion in the literature review?
· Ethical Standards Applied
· Were the participants fully informed about the nature of the research? Was confidentiality guaranteed? Were participants protected from harm?
· Operational Definitions
· Are all terms, theories, and concepts used in the study clearly defined?
· Methodology
· Is the research design and methodology clearly identified? Has the data gathering instrument been described? Is the instrument appropriate? How was it developed? Were reliability and validity testing undertaken and the results discussed? Was a pilot study undertaken?
Consider the following in your discussion:
· Was the population defined?
· What is the source of data used in the article?
· How the sample was selected (probability or nonprobability)?
· Which descriptive statistics were used? Are they meaningful?
· If statistical analysis was conducted, was it appropriate and well defined?
· Do the tables and/or figures appropriately (or inappropriately) display the collected data?
· Data ...
1
RSCH 600 Research Proposal writing
RESEARCH PROPOSAL - PART 1: INTRODUCTION, REVIEW OF LITERATURE, PROBLEM STATEMENT,
RESEARCH QUESTIONS
Due at the end of week 7 (Sunday February 28, 2021 at midnight)
You need to conduct some research related to your own interests or to serve the interests of some organization
(employer/client/sponsor). Before you start writing a formal proposal, you (or your employer/client/sponsor) would like to
gather some information about the problem as well as understand its importance.
Choose your research topic thoughtfully and submit the topic of your research proposal for approval the latest by the end of
Week 3 (Sunday January 31, 2021 at midnight). You can find the submission box in Week 3.
This part of your research proposal should be roughly 7-9 pages (excluding cover page, references and annex) and written
in paragraphs, report format. All citations and references for this course are to be done in the APA style.
HERE ARE THE KEY PARTS OF THIS PART OF THE PROPOSAL (PART 1):
Title of your research
Make it intriguing – (BUT LESS THAN 120 CHARACTERS)
Introduction/Background
Provide a brief description of what the proposed research topic is about, why is it important and how you came to be
interested in it.
Literature Review
The purpose of this assignment is to develop skills in finding and analyzing valid literary resources for your research.
The review should be written in an integral / synthetic style, and NOT as an annotated bibliography.
Please note: Use in-text citations to reference all ideas, concepts, text, and data that are not your own. If you make a
statement, back it up with a reference!
• Research a minimum of 15 relevant business-related literature sources (focus on material available in digital
format only for this course). Carefully choose your 15 "keepers" that are clearly related to your study. (Note: you
might need to find 30 to “keep” only 15).
• Identify major common themes encountered in the selected literature sources. For each theme, create its own
subsection within the literature review.
• For each theme / subsection of the literature review, explain the opinions of the authors and show their
similarities, differences, methods of acquisition of data, methods of data analysis and other pertinent information.
State how the reviewed research results relate to your proposed study.
• Identify the gaps in the literature and explain what needs to be done to move forward in your research.
Statement of the Problem
Detail the problem that you are considering. Explain:
• How are you defining and delimiting the specific area of the research?
• What is the gap that will be addressed by this research?
• What it is that you hope to learn by conducting this research?
• Discuss the anticipated outcomes and benefits to the researcher, the organization, or society.
Research Questions
Provide focused ...
1 RSCH 600 Research Proposal writing RESEAAbbyWhyte974
1
RSCH 600 Research Proposal writing
RESEARCH PROPOSAL - PART 1: INTRODUCTION, REVIEW OF LITERATURE, PROBLEM STATEMENT,
RESEARCH QUESTIONS
Due at the end of week 7 (Sunday February 28, 2021 at midnight)
You need to conduct some research related to your own interests or to serve the interests of some organization
(employer/client/sponsor). Before you start writing a formal proposal, you (or your employer/client/sponsor) would like to
gather some information about the problem as well as understand its importance.
Choose your research topic thoughtfully and submit the topic of your research proposal for approval the latest by the end of
Week 3 (Sunday January 31, 2021 at midnight). You can find the submission box in Week 3.
This part of your research proposal should be roughly 7-9 pages (excluding cover page, references and annex) and written
in paragraphs, report format. All citations and references for this course are to be done in the APA style.
HERE ARE THE KEY PARTS OF THIS PART OF THE PROPOSAL (PART 1):
Title of your research
Make it intriguing – (BUT LESS THAN 120 CHARACTERS)
Introduction/Background
Provide a brief description of what the proposed research topic is about, why is it important and how you came to be
interested in it.
Literature Review
The purpose of this assignment is to develop skills in finding and analyzing valid literary resources for your research.
The review should be written in an integral / synthetic style, and NOT as an annotated bibliography.
Please note: Use in-text citations to reference all ideas, concepts, text, and data that are not your own. If you make a
statement, back it up with a reference!
• Research a minimum of 15 relevant business-related literature sources (focus on material available in digital
format only for this course). Carefully choose your 15 "keepers" that are clearly related to your study. (Note: you
might need to find 30 to “keep” only 15).
• Identify major common themes encountered in the selected literature sources. For each theme, create its own
subsection within the literature review.
• For each theme / subsection of the literature review, explain the opinions of the authors and show their
similarities, differences, methods of acquisition of data, methods of data analysis and other pertinent information.
State how the reviewed research results relate to your proposed study.
• Identify the gaps in the literature and explain what needs to be done to move forward in your research.
Statement of the Problem
Detail the problem that you are considering. Explain:
• How are you defining and delimiting the specific area of the research?
• What is the gap that will be addressed by this research?
• What it is that you hope to learn by conducting this research?
• Discuss the anticipated outcomes and benefits to the researcher, the organization, or society.
Research Questions
Provide focused ...
The critique should critically review (not summarize) the ar.docxmehek4
The critique should critically review (not summarize) the article discussed. You should concentrate your analysis and critique on the data and the analysis of the data (statistics) presented. Do they support the conclusions reached by the author(s)? Why or why not? You do not have to agree with the conclusions reached during the discussion. If you do not agree, you should argue why you do not based on information contained in the article you are critiquing. If you believe important information or analysis is missing, you should also reference that. Similarly, if you agree, you should state why based on information presented in the article.
The paper should be three to four pages not including the title page. Points will be deducted if the paper is longer than four pages.
Suggested Content:
The critique should contain a title page, introduction, supporting paragraphs, and conclusions.
Title Page:
Includes title of the research article and author’s name(s), your name, and date. Include your Turnitin score.
Introduction:
· In the opening sentences, introduce the research topic, including the rationale or purpose for conducting the research and its objectives. What question(s) is the researcher trying to answer? Include identification of independent and dependent variables.
· State the author’s hypothesis or research question(s)?
· Briefly state the research methodology. How did the researcher study the topic? Survey? Experiment? Statistical Analysis? A combination of methods?
Supporting paragraphs:
In-depth critique of the article (Discuss how well the research is conducted)
Consider the following: (Do not do include any checklists. This must be a narrative discussion)
· Purpose
· Is the research problem clearly stated? Is it easy to determine what the researcher intends to research?
· Objectives/hypotheses
· Has a research question or hypothesis been identified? Is it clearly stated? Is it consistent with discussion in the literature review?
· Ethical Standards Applied
· Were the participants fully informed about the nature of the research? Was confidentiality guaranteed? Were participants protected from harm?
· Operational Definitions
· Are all terms, theories, and concepts used in the study clearly defined?
· Methodology
· Is the research design and methodology clearly identified? Has the data gathering instrument been described? Is the instrument appropriate? How was it developed? Were reliability and validity testing undertaken and the results discussed? Was a pilot study undertaken?
Consider the following in your discussion:
· Was the population defined?
· What is the source of data used in the article?
· How the sample was selected (probability or nonprobability)?
· Which descriptive statistics were used? Are they meaningful?
· If statistical analysis was conducted, was it appropriate and well defined?
· Do the tables and/or figures appropriately (or inappropriately) display the collected data?
· Data ...
1
RSCH 600 Research Proposal writing
RESEARCH PROPOSAL - PART 1: INTRODUCTION, REVIEW OF LITERATURE, PROBLEM STATEMENT,
RESEARCH QUESTIONS
Due at the end of week 7 (Sunday February 28, 2021 at midnight)
You need to conduct some research related to your own interests or to serve the interests of some organization
(employer/client/sponsor). Before you start writing a formal proposal, you (or your employer/client/sponsor) would like to
gather some information about the problem as well as understand its importance.
Choose your research topic thoughtfully and submit the topic of your research proposal for approval the latest by the end of
Week 3 (Sunday January 31, 2021 at midnight). You can find the submission box in Week 3.
This part of your research proposal should be roughly 7-9 pages (excluding cover page, references and annex) and written
in paragraphs, report format. All citations and references for this course are to be done in the APA style.
HERE ARE THE KEY PARTS OF THIS PART OF THE PROPOSAL (PART 1):
Title of your research
Make it intriguing – (BUT LESS THAN 120 CHARACTERS)
Introduction/Background
Provide a brief description of what the proposed research topic is about, why is it important and how you came to be
interested in it.
Literature Review
The purpose of this assignment is to develop skills in finding and analyzing valid literary resources for your research.
The review should be written in an integral / synthetic style, and NOT as an annotated bibliography.
Please note: Use in-text citations to reference all ideas, concepts, text, and data that are not your own. If you make a
statement, back it up with a reference!
• Research a minimum of 15 relevant business-related literature sources (focus on material available in digital
format only for this course). Carefully choose your 15 "keepers" that are clearly related to your study. (Note: you
might need to find 30 to “keep” only 15).
• Identify major common themes encountered in the selected literature sources. For each theme, create its own
subsection within the literature review.
• For each theme / subsection of the literature review, explain the opinions of the authors and show their
similarities, differences, methods of acquisition of data, methods of data analysis and other pertinent information.
State how the reviewed research results relate to your proposed study.
• Identify the gaps in the literature and explain what needs to be done to move forward in your research.
Statement of the Problem
Detail the problem that you are considering. Explain:
• How are you defining and delimiting the specific area of the research?
• What is the gap that will be addressed by this research?
• What it is that you hope to learn by conducting this research?
• Discuss the anticipated outcomes and benefits to the researcher, the organization, or society.
Research Questions
Provide focused ...
1 RSCH 600 Research Proposal writing RESEAAbbyWhyte974
1
RSCH 600 Research Proposal writing
RESEARCH PROPOSAL - PART 1: INTRODUCTION, REVIEW OF LITERATURE, PROBLEM STATEMENT,
RESEARCH QUESTIONS
Due at the end of week 7 (Sunday February 28, 2021 at midnight)
You need to conduct some research related to your own interests or to serve the interests of some organization
(employer/client/sponsor). Before you start writing a formal proposal, you (or your employer/client/sponsor) would like to
gather some information about the problem as well as understand its importance.
Choose your research topic thoughtfully and submit the topic of your research proposal for approval the latest by the end of
Week 3 (Sunday January 31, 2021 at midnight). You can find the submission box in Week 3.
This part of your research proposal should be roughly 7-9 pages (excluding cover page, references and annex) and written
in paragraphs, report format. All citations and references for this course are to be done in the APA style.
HERE ARE THE KEY PARTS OF THIS PART OF THE PROPOSAL (PART 1):
Title of your research
Make it intriguing – (BUT LESS THAN 120 CHARACTERS)
Introduction/Background
Provide a brief description of what the proposed research topic is about, why is it important and how you came to be
interested in it.
Literature Review
The purpose of this assignment is to develop skills in finding and analyzing valid literary resources for your research.
The review should be written in an integral / synthetic style, and NOT as an annotated bibliography.
Please note: Use in-text citations to reference all ideas, concepts, text, and data that are not your own. If you make a
statement, back it up with a reference!
• Research a minimum of 15 relevant business-related literature sources (focus on material available in digital
format only for this course). Carefully choose your 15 "keepers" that are clearly related to your study. (Note: you
might need to find 30 to “keep” only 15).
• Identify major common themes encountered in the selected literature sources. For each theme, create its own
subsection within the literature review.
• For each theme / subsection of the literature review, explain the opinions of the authors and show their
similarities, differences, methods of acquisition of data, methods of data analysis and other pertinent information.
State how the reviewed research results relate to your proposed study.
• Identify the gaps in the literature and explain what needs to be done to move forward in your research.
Statement of the Problem
Detail the problem that you are considering. Explain:
• How are you defining and delimiting the specific area of the research?
• What is the gap that will be addressed by this research?
• What it is that you hope to learn by conducting this research?
• Discuss the anticipated outcomes and benefits to the researcher, the organization, or society.
Research Questions
Provide focused ...
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Show drafts
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
1. Ethical considerations
Why do we need ethical approval?
Before you embark on research with human subjects,
you are likely to require ethical approval.
Ethical decisions are
approaches: duty,
based
rights
on three main
and goal-based.
2. A. Goal-based approach: assumes that we
should try to produce the greatest possible
balance of value over disvalue.
Discomfort to one individual may be justified by
the
consequences for the society as a whole.
B. Duty-based approach: your duty as a researcher
is founded on your own moral principles.
3. • As a researcher, you will have a duty to
yourself and to
the individual who is participating in the
research.
• The researcher should not lye or deceive his
subjects for getting good research outcome.
• If she/he did it, it is unethical.
4. C. Rights-based approach: the rights of the
individual are assumed to be all-important.
Thus a subject’s right to refuse must be
upheld whatever the consequences for the
research.
5. Research studies should be judged ethically on three
sets of criteria:
1. Ethical principles
2. Ethical rules
3. Scientific criteria.
The later is often neglected but is important since if a
study is poor or the sample size insufficient, then the
study is not capable of demonstrating anything and
consequently could be regarded as unethical.
6. 1. Ethical principles
Moral reasoning for ethical decision making
Serve as a basic justification for ethical
evaluations of human actions
Universal regardless of geographic, economic,
legal and political boundaries
Researchers are obliged to assure that these
principles are followed while conducting
research involving human participants
7. a) Autonomy:
•We ought to respect the right to self-
determination
•Participants have the right to participate or not
by their own understanding and free choice
•Any consent to participate in the study should
be informed or legal
• Their must be no coercion of any sort
8. b) Non-Maleficence
• We ought not to inflict evil or harm
•We should not inflict harm on or expose people to
unnecessary risk as a result of our research project.
c) Beneficence
• We ought to further others’ legitimate interests
•This is the principle that obliges us to take positive
steps to help others pursue their interests.
• These interests clearly have to be legitimate.
9. d) Justice
•We ought to ensure fair entitlement to
resources
•This principle is concerned with people
receiving their due.
•This means people should be treated equally
in every way since not all people are equally
competent or equally healthy.
10. 2. Ethical Rules
•These rules are essential for the development of
trust between researchers and study participants.
a) Veracity
•All subjects in any research project should always
be told the truth.
b) Privacy
•When subjects enrol in a research study, they
grant access to themselves, but this is not unlimited
access.
•Access is a broad term and generally includes
viewing, touch or having information about them.
11. c) Confidentiality
•No information obtained with the patient’s or subject’s
permission from their medical records should be disclosed to any
third person without that individual’s consent.
d) Fidelity
•Fidelity means keeping our promises and avoiding negligence
with information.
•For example, if we agree to send a summary of our research
findings to participants in a study, we should do so.
12. 3) Applying to Ethics Committee (Scientific criteria)
Remember that the key questions that the Ethics
Committee will be asking are:
• Is the research valid?
– How important is the research question?
– Can the question be answered?
•Is the welfare of the research subject under
threat?
– What will participating involve?
– Are the risks necessary and acceptable?
13. • Is the dignity of the research subject upheld?
– Will consent be sought?
– Will confidentiality be respected?
15. At the end of this chapter you will be able to write a
research results and discussion
16. Results
Purpose → to describe the results of data analysis
that are relevant to the study
This component is the core section of the scientific
report and which is presented by texts, tables,
figures, charts, etc.
The results component answers the question:
“What did you obtain from the experiments you
conducted?”.
17. The results should be presented in an orderly
sequence using an outline
The sequence of the results should follow the
sequence of the objectives and Methods section
Report main result(s) supported by selected data
18. Use past tense
Do not interpret results
Avoid extra words
Determine whether the data are best presented in the
form of
text,
figures, or
tables.
19. Presentation of findings
Order multiple results logically
most to least important;
simple to complex; etc.
Present the analysis of the overall study
population before the analysis of subgroups.
20. SEQUENCE OF PRESENTATION OF FINDINGS
The 1st section is usually description of the study
population
Provide information on the problem you studied
(size, distribution, characteristics) i.e descriptive
findings
In analytic study, the degree to which different
independent variables influence the problem may
be the final part of the result section
21. Text
Describe what you found, not what you did
Present results in a logical sequence
Consider sub-sections
use the text to summarize the tables and figures and to present data not
shown in the tables and figures.
Do not repeat all of the data from the tables and figures in the text;
Less is often better ( a table or figure is worth thousand words)
Make sure all numbers in text are consistent with tables/figures
22. Use of tables & figures
Tables are referred to as “tables”, and all other items
(graphs, photographs, drawings, diagrams, maps, etc.)
are referred to as “figures”
Tables & figures need numbers & clear title
Tables are labeled at the top and figures at the bottom
Tables and figures are assigned numbers in the order
they are mentioned in the text
Tables and figures are numbered independently of each other (i.e.,
“Table 1 then 2; and Figure 1 then 2, regardless of Table / Figure
order”)
23. Use of tables & figures cont..
Include only those tables & figures that present
main findings & need more elaborate
presentation in the text
Use tables to highlight individual values
Use figures to highlight trends/relationships
In tables, keep lines to a minimum; avoid vertical
lines
Use footnotes to clarify points of potential ambiguity
24. DISCUSSION
Purpose → to interpret your results & justify your
interpretation
Its main function is to answer the questions posed in
the Introduction, explain how the results support the
answers and, how the answers fit in with existing
knowledge on the topic.
The Discussion is considered the heart of the paper
and usually requires several writing attempts.
25. Discussion should be kept as short as possible
while clearly and fully stating, supporting,
explaining, and defending your answers and
discussing other important and directly relevant
issues.
26. Begin by re-stating the hypothesis you were testing and
answering the questions posed in the introduction.
Do not present any new data that were not shown in the
result section
Care must be taken to provide a commentary and not a
reiteration of the results
Organize the Discussion from the specific to the general: your
findings to the literature, to theory, to practice.
Address all the results relating to the questions, regardless of
whether or not the findings were statistically significant
27. Defend your answers, if necessary, by explaining
both why your answer is satisfactory and why
others are not.
Discuss any unexpected findings.
Identify potential limitations and comment on the
relative importance of these to your
interpretation of the results and how they may
affect the validity of the findings.
29. A conclusion is where you summarize the paper’s
findings and generalize their importance,
An effective conclusion should provide closure for
a paper, leaving the reader feeling satisfied that
the concepts have been fully explained
30. Conclusions should be short, as they have
been elaborately discussed in the discussion
section
Begin with a clear statement of the principal
findings
Strive for accuracy and originality in your
conclusion.
31. Conclude with how your testing supports or
disproves your hypothesis.
By the time you reach the end of your
conclusion, there should be no question in the
reader's mind as to the validity of your claims.
32. Recommendations
Recommendations are usually placed in roughly the same
sequence as the conclusion
Recommendations may at the same time be summarized
according to the groups towards which they are directed
Example
Policy makers
Managers at district or lower level
Staff who could implement the activities
The community at large
Researchers
33. Components of a research Paper
Section Purpose
Title Clearly describes contents
Authors Ensures recognition for the writer(s)
Abstract Describes what was done – 150 words
Key Words (some journals)
Ensures the article is correctly identified
in abstracting and indexing services
Introduction Explains the problem
Methods Explains how the data were collected
Results Describes what was discovered
Discussion Discusses the implications of the findings
Acknowledgements
Ensures those who helped in the research
are recognised
References
Ensures previously published work is
recognised
Appendices (some journals)
Provides supplemental data for the expert
reader
34. Title
• Describes the paper’s content clearly and
precisely including keywords
• Is the advertisement for the article
• Do not use abbreviations and jargon
• Search engines/indexing databases depend on
the accuracy of the title - since they use the
keywords to identify relevant articles
35. Abstract
• Briefly summarize (approximately 150 words) - the
problem, the method, the results, and the conclusions so
that
– The reader can decide whether or not to read the
whole article
• Together, the title and the abstract should stand on their
own
• Most authors write the abstract last so that it accurately
reflects the content of the paper
• Use keywords that will attract the readers
The Structured Abstract: An Essential Tool for Research. [accessed 2018-09-18] Available from
www.mlanet.org/p/cm/ld/fid=517
Gastel, Barbara. Writing Abstracts; Authoraid. [accessed 2018-09-18]. Available from
www.authoraid.info/uploads/filer_public/86/c8/86c804e2-869b-45b1-a4d5-
6fe46d766ed6/writing_abstracts_gastel_for_authoraid_posting.pdf
36. Introduction
• Clearly state the:
– Problem being investigated
– Background that explains the problem
– Reasons for conducting the research
• Summarize relevant research to provide context
• State how your work differs from published work
• Identify the questions you are answering
• Explain what other findings, if any, you are challenging or
extending
• Briefly describe the experiment, hypothesis(es), research
question(s); general experimental design or method
37. Methods
• Provide the reader enough details so they can
understand and replicate your research
• Explain how you studied the problem, identify the
procedures you followed, and order these
chronologically where possible
• Explain new methodology in detail; otherwise name the
method and cite the previously published work
• Include the frequency of observations, what types of
data were recorded, etc.
• Be precise in describing measurements and include
errors of measurement or research design limits
38. Results
• Objectively present your findings, and explain what
was found
• Show that your new results are contributing to the
body of scientific knowledge
• Follow a logical sequence based on the tables and
figures presenting the findings to answer the
question or hypothesis
• Figures should have a brief description (a legend),
providing the reader sufficient information to know
how the data were produced
39. Discussion/Conclusion
• Describe what your results mean in context of what
was already known about the subject
• Indicate how the results relate to expectations and to
the literature previously cited
• Explain how the research has moved the body of
scientific knowledge forward
• Do not extend your conclusions beyond what is
directly supported by your results - avoid undue
speculation
• Outline the next steps for further study
40. References
• Whenever you draw upon previously published work,
you must acknowledge the source
• Any information not from your experiment and not
‘common knowledge’ should be recognized by a
citation
• How references are presented varies considerably -
refer to notes for authors for the specific journal
• Avoid references that are difficult to find
• Avoid listing related references that were not
important to the study
Components of a Research Paper. Center for Innovative Research and Teaching. Grand Canyon
University. [Accessed 2018-09-18] available from
cirt.gcu.edu/research/developmentresources/tutorials/researchpaper
41. Harvard Reference Style
Uses the author's name and date of publication
in the body of the text, and the bibliography is
given alphabetically by author
– Adams, A.B. (1983a) Article title: subtitle. Journal
Title 46 (Suppl. 2), 617-619
– Adams, A.B. (1983b) Book Title. Publisher, New
York.
– Bennett, W.P., Hoskins, M.A., Brady, F.P. et al. (1993)
Article title. Journal Title 334, 31-35.
42. Vancouver Reference Style
Uses a number series to indicate references;
bibliographies list these in numerical order as
they appear in the text
1.Adams, A.B. (1983) Article title: subtitle. Journal
Title 46 (Suppl. 2), 617-619.
2.Lessells, D.E. (1989) Chapter title. In: Arnold, J.R. &
Davies, G.H.B. (eds.) Book Title, 3rd edn. Blackwell
Scientific Publications, Oxford, pp. 32-68.
3.Bennett, W.P., Hoskins, M.A., Brady, F.P. et al. (1993)
Article title. Journal Title 334, 31-35.
43. Reference Management Software Tools
• Reference management tools help users to create and manage lists
of references for research projects and writing a paper.
• These tools organize citations into specific formats for the
preparation of manuscripts and bibliographies.
• Many search platforms provide ways for downloading search results
into reference management tools.
• This lesson gives an overview on two frequently used free
management software options: Zotero and Mendeley.
• They are available online on the software site, and as standalone
versions which can be installed onto the computer. Shared libraries
can be created using these tools to facilitate collaboration with
colleagues and research partners.
44. • Tools such as Mendeley, Zotero or EndNote
can be used to create the footnote and
reference format required by a specific
publisher
• See the Reference Management Software
Tools modules to learn how to access,
download and use these options
www.research4life.org/training/reference-management-tools/
45. Zotero
• Zotero is a free and open-source reference management tool which is available as an add-on
for the Firefox web browser.
• A stand-alone version is available for Chrome, Safari and Firefox browsers.
• Zotero recognizes bibliographic information on books, journal articles, and other resources from
websites and databases and extracts metadata from these sources.
• It allows one to store related PDFs, files, images, and links in ones’ library, create a reference list in
Microsoft Word or OpenOffice, and publish shared libraries in the organization or with a research
group.
• For a comprehensive
on Author skills.
how-to-use guide, check out the Research4Life Training page
• web access to the software: http://www.zotero.org.
• desktop version to download: https://www.zotero.org/download/
• guides: https://www.zotero.org/support/
46. Mendeley
• Mendeley is a free reference management tool and academic social network with
web-based, desktop and mobile versions.
• One can sync their library between these different versions and across different
computers.
• Mendeley generates citations and bibliographies in Microsoft Word, LibreOffice,
and LaTeX. One can read and annotate on PDFs and capture their notes and
highlights.
• It allows one to add and organize their library by importing PDFs from ones’
computer or from other reference management tools such as EndNote and Zotero.
• One can also collaborate with colleagues and share their papers, notes and
annotations.
For a comprehensive how-to-use guide, check out the Research4Life Training page
on Author skills.
● web access to the software: https://www.mendeley.com
●desktop version to download: https://www.mendeley.com/downloadmendeley-
desktop/
● guides: https://community.mendeley.com/guides
● video tutorials: https://community.mendeley.com/guides/videos