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Constructing hypotheses & research design

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Presentation on theme: "Constructing hypotheses & research design"— Presentation transcript:

1 Constructing hypotheses & research design

2 The definition of a hypothesis
A tentative proposition. Its validity is unknown. It specifies a relationship between two or more variables. An answer to a research question. It is not obligatory to have a hypothesis in a research but it is recommended.

3 Why it is needed? To bring direction, specificity &
focus to a research study. To have something to test. The hypothesis can be proved to be: right, partly right, wrong (false).

4 Functions of a hypothesis
Providing focus What data to collect and what data not to collect Enhancing objectivity Making conclusions easier

5 Types of hypothesis Research hypothesis Alternate hypothesis
Hypothesis of difference Hypothesis of point-prevalence Hypothesis of association Alternate hypothesis Null hypothesis (H0)

6 Type I and type II errors in testing
Type I error: rejecting a hypothesis that is true Type II error: accepting a false hypothesis

7 Research design The general plan of how you will go about answering your research questions: Clear objectives derived from RQs Identified data sources Data collection plan Data analysis plan Ethical issues Constraints

8 Research design Plan + Structure + Strategy of investigation to
obtain answers to research questions or problems. How the full research is to be completed? (operationalizing the variables, selecting the sample, data collection etc.)

9 Functions of research design
Conceptualise an operational plan to undertake the various procedures and tasks Ensure that the procedures will obtain valid, objective and accurate answers to teh research question.

10 Elements of designing a research
Methodological choice: Mono or multiple method quantitative, qualitative or mixed methods Recognising the purpose of design Exploratory (what is happening, gaining insight) Descriptive (accurate profile of sg) Explanatory (causality) Evaluate (how well sg works) Combined

11 Elements of designing a research
Choosing a research strategy: Experiment Survey Archival and documentary research Case study (!) Action research (emergent and iterative; solutions to real problems; participative&collaborative; mixed knowledge) Grounded theory (reality is socially constructed; developing explanations to social interactions; inductive/abductive)

12 Elements of designing a research
Choosing a time horizon: Cross sectional Longitudinal Establishing the ethics of the research Establishing the quality of the research Reliability Validity Researcher’s role: external, internal

13 Mixed methods designs Concurrent Sequential:
Exploratory: (1) qualitative (2) quantitative Explanatory: (1) quantitative (2) qualitative Multi-phase: (1) qualitative (2) quantitative (3) qualitative

14 Threats to reliability
Participant error: factors adversely altering the praticipants’ performance Participant bias: inducing false response Researcher error: factors altering the researchers’ interpretation Researcher bias: false recording (eg. subjectivity)

15 Threats to validity Past or recent events changing participants’ perception Impact of testing (being tested) Instrumentation: change in the research instruments (e.g. definitions) during the research Participants’ withdrawal Maturation: change in the participants Ambiguity of causal direction

16 Translating research questions into data
Problem Concepts Research question(s), aims, hypotheses Variables: Dependent Independent Mediating: in-between, explains the relationship Moderator: affects the relationship Control: need to be constant Confounding: difficult to measure, need to be considered Planned analyzing method: level of measurement Items in the questionnaire: understandable, fool-proof, cost-efficient Recorded data: from the questionnaire, from other data source (eg. notes, registers, background knowledge etc.), computed variables


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