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INTRODUCTION TO
RESEARCH
Module 4
“a careful investigation or inquiry specially
through search for new facts in any branch of
knowledge.”
Advanced Learner’s Dictionary of Current English
“systematized effort to gain new knowledge.”
Redman and Mory
h the term ‘research’ refers to the systematic method consisting of
enunciating the problem, formulating a hypothesis, collecting the facts or
data, analysing the facts and reaching certain conclusions either in the
form of solutions(s) towards the concerned problem or in certain
generalisations for some theoretical formulation.
Research comprises defining and redefining problems, formulating
hypothesis or suggested solutions; collecting, organising and evaluating
data; making deductions and reaching conclusions; and at last carefully
testing the conclusions to determine whether they fit the formulating
hypothesis.
Clifford Woody
Introduction to Research Methodology:
Meaning of research, Objectives of
research, Motivation in research, Types
of research, Research approaches,
Significance of research, Research
methods versus methodology, Research
and scientific method, Research process,
Criteria of good research.
Research Problem and Research Design:
Necessity of defining the research
problem, Technique involved in defining a
problem, Need for research design,
Features of a good design, Important
concepts relating to research design,
Basic principles of experimental designs.
Methods of Data Collection and Analysis
of Data: Collection of primary data
through observation and interview
methods, Collection of data through
questionnaires and schedules,
Difference between questionnaires and
schedules, Some other methods of data
collection, Collection of secondary data,
Selection of appropriate method for
data collection, Data processing
operations, Data processing in
quantitative and qualitative studies, The
role of statistics in research, Methods
of communicating and displaying analyzed
data.
Interpretation and Report Writing:
Technique of interpretation, precaution
in interpretation, Significance of report
writing, Different steps in writing
report, Layout of the research report,
Types of reports, Oral presentation,
Mechanics of writing a research report,
Precautions for writing research
reports, Writing a research proposal.
Issues...
 Why are we interested in research?
 What is research?
 Key concepts and issues
 Introduction to validity
Why must we understand research?
 help make informed decisions
 need to produce research in career
 evaluating research in the media
 assist in classes
Why is research a valued source of
knowledge?
 Common ways of knowing…
 personal experience/intuition
 experts/traditions/authority
 scientific method
What is Science, the Scientific Method,
and Research?
 Science…
 a body of established knowledge
 the observation, identification, investigation, and
theoretical explanation of natural phenomenon
usually the ultimate goal is theory
generation and verification
What is Science, the Scientific Method,
and Research?
 Theory…
 a set of inter-related constructs and propositions that
specify relations among variables to explain and
predict phenomena
 should be simple, consistent with observed
relationships, tentative and verifiable
What is Science, the Scientific Method,
and Research?
 Scientific Method…
 involves the principles and processes regarded as
characteristic of or necessary for scientific
investigation
 process or approach to generating valid and
trustworthy knowledge
What is Science, the Scientific Method,
and Research?
 Research…
 the application of the scientific method
 a systematic process of collecting and logically
analyzing information (data)
 Research Methods (Methodology)…
 the ways one collects and analyzes data
 methods developed for acquiring trustworthy
knowledge via reliable and valid procedures
Characteristics of Research
 objective
 precise
 verifiable
 parsimonious
 empirical
 logical
 probabilistic
Types of Research
 Trochim’s Classifications…
 descriptive
 e.g., percentage of regular exercisers
 relational
 e.g., link between age and exercise
 causal
 e.g., effect of behavior change intervention on exercise
participation
Types of Research
 Other Common Classifications…
 basic vs. applied vs. evaluation
 experimental vs. non-experimental
 analytical vs. descriptive vs. experimental vs.
qualitative
Key Concepts and Issues
 time in research
 variables
 types of relationships
 hypotheses
 types of data
 fallacies
 structure or research
 deduction and induction
 ethics
 validity
Time in Research
repeated measures time series
cross-sectional vs. longitudinal
Variables
 variable…
 any observation that can take on different values
 attribute…
 a specific value on a variable
Examples
Variable Attribute
age
Examples
Variable Attribute
age 18, 19, 20, etc...
Examples
Variable Attribute
Gender or sex
Examples
Variable Attribute
Gender or sex Male, female
Examples
Variable Attribute
satisfaction
Examples
Variable Attribute
satisfaction 1 = very satisfied
2 = satisfied
3= somewhat satisfied
4 = not satisfied
5 = not satisfied at all
Types of Variables
 independent variable (IV)…
 what you (or nature) manipulates in some way
 dependent variable (DV)…
 what you presume to be influenced by the IV
Examples
IV DV
exercise
participation
health status
attitude
social support
intervention
The purpose of the study was to…
 test whether the “Fair Play for Sport” curriculum is
effective in promoting moral development in youth
 examine the relationship between age and VO2max.
 test whether there are gender differences the value
placed on sport participation
 determine whether students’ perceptions of the
amount of positive, negative, and informational
feedback provided by their teachers is predictive of
their self-esteem and level of achievement
IV, DV?
Types of Relationships
 correlational vs. causal relationships
correlation does not imply causation!
(it’s necessary but not sufficient)
variables perform in a
synchronized manner
one variable causes the other
variable
Types of Relationships
 patterns of relationships…
 no relationship
 positive relationship
 negative relationship
 curvilinear relationship
- +
-
+
resting HR
fitness
- +
-
+
vocabulary
fitness
- +
-
HR
exercise
intensity
- +
-
arousal
performance
+ +
Hypotheses
 hypothesis…
 a specific statement of prediction
 types of hypotheses
 alternative vs. null
 one-tailed vs. two-tailed
Hypotheses
 alternative hypothesis (HA)…
 An effect (that you predict)
 null hypothesis (HO) …
 Null effect
Hypotheses
hypothesis there is a relationship between age
and exercise participation
HA there is a relationship
HO there is not a relationship
this is a two-tailed hypothesis as no
direction is predicted
Hypotheses
hypothesis an incentive program will increase
exercise participation
HA participation will increase
HO participation will not increase or
will decrease
this is a one-tailed hypothesis as a
specific direction is predicted
Types of Data
 quantitative vs. qualitative
Research Fallacies
 fallacy…
 an error in reasoning (logic or premise)
 types of fallacies described by Trochim
 ecological
 exception
Structure of Research
begin with broad questions
narrow down, focus in
operationalize
OBSERVE
analyze data
reach conclusions
generalize back to questions
The "hourglass" notion of research
Deduction and Induction
Deduction
Induction
Ethics in Research
 balance between protecting participants vs. quest
for knowledge
 IRB provides one mechanism
 informed consent/assent
 confidentiality and anonymity
 justification of procedures
 right to services
 http://www.rsp.ilstu.edu/policy/IRB/IRB_policy.pdf
Practice Questions
1. Is the study descriptive, relational, or causal?
2. Is the study cross-sectional or longitudinal?
3. What is (are) the IV (IVs)?
4. What is (are) the DV (DVs)?
5. What are the alternative and null hypotheses?
Practice Questions
A. The purpose of the study was to examine the link
between age and physical fitness levels in terms of
muscular strength and endurance. It was
hypothesized that older and younger adults would
demonstrate significantly different fitness levels.
Practice Questions
B. The purpose of the study was to determine
whether track athletes trained to use mental
imagery performed superior to athletes who did
not receive the mental imagery training. We
expected those athletes receiving the training
would perform significantly better than the
untrained athletes.
Practice Questions
C. The study examined the effects of an acute bout of
resistance training on participants’ mood and
cognitive functioning at 1, 6 and 12 hours post
exercise. It was expected that the positive effects
on mood and cognitive function would decline
over time.
Practice Questions
D. Participants at the 2009 Chicago Marathon were
polled to determine their satisfaction with the
course. The race officials hoped for positive
reactions on the part of the runners.
Practice Questions
E. A researcher was interested in the role of caffeine
in sports performance. In cooperation with her
University’s baseball team, she randomly assigned
players to one of two conditions: (1) no caffeine or
(2) low dose (100mg). She then used performance
on a batting machine as a test. She speculated that
caffeine would positively affect performance.
Introduction to Validity
 validity…
 the best available approximation to the truth of a
given proposition, inference, or conclusion
Introduction to Validity
 types of validity…
 conclusion
 internal
 construct
 external
types of validity are cumulative
Introduction to Validity
 for each type of validity there are typical threats,
and ways to reduce them
 this provides our framework for critiquing the
overall validity (= worth) of studies
Additional Information
 Describing Refereed Articles
 Sharing Research Findings with Clients
The Validity Questions Are Cumulative...
The Validity Questions Are Cumulative...
In this study Is there a relationship between
the cause and effect?
The Validity Questions Are Cumulative...
Conclusion
Is there a relationship between
the cause and effect?
Is the relationship causal?
In this study
The Validity Questions Are Cumulative...
In theory
Is there a relationship between
the cause and effect?
Is the relationship causal?
Can we generalize to
the constructs?
Conclusion
Internal
The Validity Questions Are Cumulative...
Construc
t
Is there a relationship between
the cause and effect?
Is the relationship causal?
Can we generalize to
the constructs?
Can we generalize
to other persons,
places, times?
In theory
Conclusion
Internal
The Validity Questions are cumulative...
Is there a relationship between
the cause and effect?
Is the relationship causal?
Can we generalize to
the constructs?
Can we generalize
to other persons,
places, times?
External
Validity
Conclusion
Internal
Construct
Validity Questions are Cumulative
Is there a relationship between
the cause and effect?
Is the relationship causal?
Can we generalize to
the constructs?
Can we generalize
to other persons,
places, times?
External
Validity
Conclusion
Internal
Construct

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Research.pdf

  • 2. “a careful investigation or inquiry specially through search for new facts in any branch of knowledge.” Advanced Learner’s Dictionary of Current English “systematized effort to gain new knowledge.” Redman and Mory h the term ‘research’ refers to the systematic method consisting of enunciating the problem, formulating a hypothesis, collecting the facts or data, analysing the facts and reaching certain conclusions either in the form of solutions(s) towards the concerned problem or in certain generalisations for some theoretical formulation. Research comprises defining and redefining problems, formulating hypothesis or suggested solutions; collecting, organising and evaluating data; making deductions and reaching conclusions; and at last carefully testing the conclusions to determine whether they fit the formulating hypothesis. Clifford Woody
  • 3. Introduction to Research Methodology: Meaning of research, Objectives of research, Motivation in research, Types of research, Research approaches, Significance of research, Research methods versus methodology, Research and scientific method, Research process, Criteria of good research.
  • 4. Research Problem and Research Design: Necessity of defining the research problem, Technique involved in defining a problem, Need for research design, Features of a good design, Important concepts relating to research design, Basic principles of experimental designs.
  • 5. Methods of Data Collection and Analysis of Data: Collection of primary data through observation and interview methods, Collection of data through questionnaires and schedules, Difference between questionnaires and schedules, Some other methods of data collection, Collection of secondary data, Selection of appropriate method for data collection, Data processing operations, Data processing in quantitative and qualitative studies, The role of statistics in research, Methods of communicating and displaying analyzed data.
  • 6. Interpretation and Report Writing: Technique of interpretation, precaution in interpretation, Significance of report writing, Different steps in writing report, Layout of the research report, Types of reports, Oral presentation, Mechanics of writing a research report, Precautions for writing research reports, Writing a research proposal.
  • 7. Issues...  Why are we interested in research?  What is research?  Key concepts and issues  Introduction to validity
  • 8. Why must we understand research?  help make informed decisions  need to produce research in career  evaluating research in the media  assist in classes
  • 9. Why is research a valued source of knowledge?  Common ways of knowing…  personal experience/intuition  experts/traditions/authority  scientific method
  • 10. What is Science, the Scientific Method, and Research?  Science…  a body of established knowledge  the observation, identification, investigation, and theoretical explanation of natural phenomenon usually the ultimate goal is theory generation and verification
  • 11. What is Science, the Scientific Method, and Research?  Theory…  a set of inter-related constructs and propositions that specify relations among variables to explain and predict phenomena  should be simple, consistent with observed relationships, tentative and verifiable
  • 12. What is Science, the Scientific Method, and Research?  Scientific Method…  involves the principles and processes regarded as characteristic of or necessary for scientific investigation  process or approach to generating valid and trustworthy knowledge
  • 13. What is Science, the Scientific Method, and Research?  Research…  the application of the scientific method  a systematic process of collecting and logically analyzing information (data)  Research Methods (Methodology)…  the ways one collects and analyzes data  methods developed for acquiring trustworthy knowledge via reliable and valid procedures
  • 14. Characteristics of Research  objective  precise  verifiable  parsimonious  empirical  logical  probabilistic
  • 15. Types of Research  Trochim’s Classifications…  descriptive  e.g., percentage of regular exercisers  relational  e.g., link between age and exercise  causal  e.g., effect of behavior change intervention on exercise participation
  • 16. Types of Research  Other Common Classifications…  basic vs. applied vs. evaluation  experimental vs. non-experimental  analytical vs. descriptive vs. experimental vs. qualitative
  • 17. Key Concepts and Issues  time in research  variables  types of relationships  hypotheses  types of data  fallacies  structure or research  deduction and induction  ethics  validity
  • 18. Time in Research repeated measures time series cross-sectional vs. longitudinal
  • 19. Variables  variable…  any observation that can take on different values  attribute…  a specific value on a variable
  • 25. Examples Variable Attribute satisfaction 1 = very satisfied 2 = satisfied 3= somewhat satisfied 4 = not satisfied 5 = not satisfied at all
  • 26. Types of Variables  independent variable (IV)…  what you (or nature) manipulates in some way  dependent variable (DV)…  what you presume to be influenced by the IV
  • 28. The purpose of the study was to…  test whether the “Fair Play for Sport” curriculum is effective in promoting moral development in youth  examine the relationship between age and VO2max.  test whether there are gender differences the value placed on sport participation  determine whether students’ perceptions of the amount of positive, negative, and informational feedback provided by their teachers is predictive of their self-esteem and level of achievement IV, DV?
  • 29. Types of Relationships  correlational vs. causal relationships correlation does not imply causation! (it’s necessary but not sufficient) variables perform in a synchronized manner one variable causes the other variable
  • 30. Types of Relationships  patterns of relationships…  no relationship  positive relationship  negative relationship  curvilinear relationship
  • 31. - + - + resting HR fitness - + - + vocabulary fitness - + - HR exercise intensity - + - arousal performance + +
  • 32. Hypotheses  hypothesis…  a specific statement of prediction  types of hypotheses  alternative vs. null  one-tailed vs. two-tailed
  • 33. Hypotheses  alternative hypothesis (HA)…  An effect (that you predict)  null hypothesis (HO) …  Null effect
  • 34. Hypotheses hypothesis there is a relationship between age and exercise participation HA there is a relationship HO there is not a relationship this is a two-tailed hypothesis as no direction is predicted
  • 35. Hypotheses hypothesis an incentive program will increase exercise participation HA participation will increase HO participation will not increase or will decrease this is a one-tailed hypothesis as a specific direction is predicted
  • 36. Types of Data  quantitative vs. qualitative
  • 37. Research Fallacies  fallacy…  an error in reasoning (logic or premise)  types of fallacies described by Trochim  ecological  exception
  • 38. Structure of Research begin with broad questions narrow down, focus in operationalize OBSERVE analyze data reach conclusions generalize back to questions The "hourglass" notion of research
  • 40. Ethics in Research  balance between protecting participants vs. quest for knowledge  IRB provides one mechanism  informed consent/assent  confidentiality and anonymity  justification of procedures  right to services  http://www.rsp.ilstu.edu/policy/IRB/IRB_policy.pdf
  • 41. Practice Questions 1. Is the study descriptive, relational, or causal? 2. Is the study cross-sectional or longitudinal? 3. What is (are) the IV (IVs)? 4. What is (are) the DV (DVs)? 5. What are the alternative and null hypotheses?
  • 42. Practice Questions A. The purpose of the study was to examine the link between age and physical fitness levels in terms of muscular strength and endurance. It was hypothesized that older and younger adults would demonstrate significantly different fitness levels.
  • 43. Practice Questions B. The purpose of the study was to determine whether track athletes trained to use mental imagery performed superior to athletes who did not receive the mental imagery training. We expected those athletes receiving the training would perform significantly better than the untrained athletes.
  • 44. Practice Questions C. The study examined the effects of an acute bout of resistance training on participants’ mood and cognitive functioning at 1, 6 and 12 hours post exercise. It was expected that the positive effects on mood and cognitive function would decline over time.
  • 45. Practice Questions D. Participants at the 2009 Chicago Marathon were polled to determine their satisfaction with the course. The race officials hoped for positive reactions on the part of the runners.
  • 46. Practice Questions E. A researcher was interested in the role of caffeine in sports performance. In cooperation with her University’s baseball team, she randomly assigned players to one of two conditions: (1) no caffeine or (2) low dose (100mg). She then used performance on a batting machine as a test. She speculated that caffeine would positively affect performance.
  • 47. Introduction to Validity  validity…  the best available approximation to the truth of a given proposition, inference, or conclusion
  • 48. Introduction to Validity  types of validity…  conclusion  internal  construct  external types of validity are cumulative
  • 49. Introduction to Validity  for each type of validity there are typical threats, and ways to reduce them  this provides our framework for critiquing the overall validity (= worth) of studies
  • 50. Additional Information  Describing Refereed Articles  Sharing Research Findings with Clients
  • 51.
  • 52. The Validity Questions Are Cumulative...
  • 53. The Validity Questions Are Cumulative... In this study Is there a relationship between the cause and effect?
  • 54. The Validity Questions Are Cumulative... Conclusion Is there a relationship between the cause and effect? Is the relationship causal? In this study
  • 55. The Validity Questions Are Cumulative... In theory Is there a relationship between the cause and effect? Is the relationship causal? Can we generalize to the constructs? Conclusion Internal
  • 56. The Validity Questions Are Cumulative... Construc t Is there a relationship between the cause and effect? Is the relationship causal? Can we generalize to the constructs? Can we generalize to other persons, places, times? In theory Conclusion Internal
  • 57. The Validity Questions are cumulative... Is there a relationship between the cause and effect? Is the relationship causal? Can we generalize to the constructs? Can we generalize to other persons, places, times? External Validity Conclusion Internal Construct
  • 58. Validity Questions are Cumulative Is there a relationship between the cause and effect? Is the relationship causal? Can we generalize to the constructs? Can we generalize to other persons, places, times? External Validity Conclusion Internal Construct