Research in Physical Education I: Importance and Classification, Ethical Issues, Descriptive, Historical and Experimental Methods and Experimental Designs, the Research Problem, Hypotheses and their Testing, Tools of Research, Literature Search and Critical Reading, and the Preparation of the Research Proposal, Report, Abstract and Papers
2. Descriptive, historical and experimental methods and experimental designs
Historical research studies the past, of sport, the Olympic movement, physical education or an institution, from primary sources (original documents, records, eyewitness accounts, photographs, artefacts) and secondary sources (accounts by others). It evaluates its sources by external criticism, which establishes whether a source is genuine (its authenticity, date and authorship), and internal criticism, which establishes whether its content is accurate and credible. Descriptive research describes what exists: surveys (of fitness, participation or facilities), case studies of an individual, team or institution, developmental studies (longitudinal, following the same subjects over time, or cross-sectional, comparing different age groups at one time), correlational studies of relationships, normative studies that establish norms, and job and activity analyses. Experimental research manipulates an independent variable (such as a training programme) under controlled conditions to observe its effect on a dependent variable (such as VO2max), and is the only method that can establish cause and effect.
Experimental designs, as classified by Campbell and Stanley (1963), are pre-experimental (the one-shot case study, the one-group pretest–posttest design and the static-group comparison, all weak because they lack a proper control group or random assignment), true experimental (the pretest–posttest control group design, the posttest-only control group design and the Solomon four-group design, all with random assignment to groups) and quasi-experimental (the non-equivalent control group design and time-series designs, used when intact groups such as school classes must be used). Factorial designs study two or more independent variables at once, such as training type and sex. Internal validity is the confidence that the independent variable, and not something else, caused the change; it is threatened by history, maturation, testing (practice on the pretest), instrumentation, statistical regression, selection bias and experimental mortality (drop-out). External validity is the extent to which the results can be generalised to other people and settings.
3. The research problem, hypotheses and hypothesis testing
A research problem is identified from personal experience in teaching and coaching, the literature and its recommendations for further research, theory, new developments in sport and technology, and social needs. It is formulated as a clear, specific statement, often as a question, that is researchable, significant, feasible in terms of time, cost, subjects and equipment, ethical, and within the researcher's competence. Delimitations are the boundaries the researcher deliberately sets (such as male university hockey players aged 18 to 25); limitations are weaknesses outside the researcher's control (such as the subjects' diet or motivation). Operational definitions state how each variable will be measured.
A hypothesis is a tentative, testable statement of the expected relationship between variables. The research hypothesis states what the researcher expects; the null hypothesis (H0) states that there is no difference or relationship, and it is the null hypothesis that statistical tests actually test; the alternative hypothesis (H1) states that there is. Hypotheses may be directional ("plyometric training will increase vertical jump more than weight training"), tested with a one-tailed test, or non-directional ("the two programmes will differ in their effect"), tested with a two-tailed test. A good hypothesis is testable, clear, consistent with known facts, specific and stated in advance. In testing, the researcher sets a level of significance, usually 0.05 or 0.01, which is the probability of a Type I error: rejecting a null hypothesis that is actually true. A Type II error is failing to reject a null hypothesis that is actually false; its probability is β, and the power of the test, 1 − β, is the probability of detecting a real effect, which rises with sample size and effect size. If the p-value obtained is below the chosen level, the null hypothesis is rejected and the result is called statistically significant.
| Decision | H0 actually true | H0 actually false |
|---|---|---|
| Reject H0 | Type I error (probability α) | Correct decision (power, 1 − β) |
| Fail to reject H0 | Correct decision (1 − α) | Type II error (probability β) |
4. Tools of research and the literature search
A questionnaire is a set of written questions answered by respondents themselves; it may be closed (fixed choices, easy to analyse) or open (free answers, richer but harder to analyse), and may be mailed, handed out or online. It is economical for large samples but suffers from low return rates and cannot probe answers, so it is pilot-tested, kept short and clear and sent with a covering letter. An opinionnaire, or attitude scale, measures opinions and attitudes rather than facts, by rating scales such as the Likert scale (degrees of agreement, commonly five points) or the Thurstone scale (statements with pre-assigned values). An interview collects data face to face or by telephone; it may be structured (fixed questions in a fixed order), semi-structured or unstructured, gives high response rates and allows clarification and probing, but is time-consuming and open to interviewer bias. Observation records behaviour as it happens, as in a study of teacher behaviour or of game actions; it may be participant or non-participant and structured (with checklists, rating scales or systematic coding) or unstructured, and video recording now aids reliability.
The literature search locates what is already known, refines the problem, suggests methods and avoids duplication. Its sources are the library (books, encyclopaedias, handbooks, bound journals, theses), bibliographic and full-text databases (such as SPORTDiscus for sport, PubMed for biomedicine, ERIC for education, and Scopus and Web of Science for citation searching), India's Shodhganga repository of doctoral theses run by INFLIBNET, internet search engines and scholarly search tools such as Google Scholar, and online and open-access journals. Its steps are defining the topic and key words, searching with Boolean operators (AND narrows, OR broadens, NOT excludes) and filters, screening titles and abstracts, obtaining and reading the relevant sources, and recording full references. Note-taking should record the full citation, the purpose, method, sample, findings and conclusions of each study and the reader's own comments, distinguishing quotation from paraphrase to avoid plagiarism. Critical reading asks whether the design suited the question, whether the sample and measures were adequate, whether the statistics were appropriate, whether the conclusions follow from the results, and whether the source is peer-reviewed and current.
5. The research proposal, report, abstract and papers
A research proposal (synopsis) sets out the plan of a study before it begins, usually as: title; introduction and background; statement of the problem; objectives; hypotheses; delimitations and limitations; definitions of terms; significance of the study; a brief review of related literature; methodology (design, subjects and sampling, variables and the tests and tools with their reliability, procedure and data collection, and statistical analysis); a time schedule and budget; and references. A research report or thesis follows the traditional chapters: introduction, review of related literature, methodology (procedure), analysis of data and results with discussion, and summary, conclusions and recommendations, followed by the bibliography and appendices.
An abstract is a brief, self-contained summary, commonly about 150–300 words, of the purpose, method, main results and conclusions, written last and placed first, with key words. A paper for publication in a journal usually follows the IMRaD structure (Introduction, Methods, Results and Discussion), is written to the journal's guidelines and style (such as the APA style, now in its seventh edition), and passes through peer review before acceptance. A paper for presentation at a conference is shorter and planned for the time allotted: a clear structure, a few key messages, readable slides with figures rather than dense tables, rehearsal to time, and preparation for questions; a poster presentation displays the same content visually. Care should be taken to publish in reputable, peer-reviewed journals and to avoid predatory journals that publish without genuine review.
Key takeaways
- Research is basic, applied or action research; by method historical, descriptive or experimental; ethics rests on respect for persons, beneficence and justice, with informed consent and ethics-committee approval.
- Historical research uses external criticism (is the source genuine?) and internal criticism (is it accurate?); only experimental research can establish cause and effect.
- Campbell and Stanley's designs are pre-experimental, true experimental (random assignment) and quasi-experimental; internal validity is threatened by history, maturation, testing, instrumentation, regression, selection and mortality.
- Tests test the null hypothesis; α is the probability of a Type I error (rejecting a true H0), β of a Type II error, and power is 1 − β; directional hypotheses use one-tailed tests.
- Questionnaires, opinionnaires (Likert, Thurstone), interviews and observation are the main tools; SPORTDiscus, PubMed and Shodhganga aid the literature search; papers follow IMRaD with a 150–300-word abstract.
Practice questions (10)
Attempt each one before opening the answer. Every explanation names the tempting wrong option as well as the right one, because that is where marks are lost.
A study is designed with a significance level of 0.05 and a statistical power of 0.80. What is the probability of a Type II error (β)? Type the number as a decimal.
Numerical answer — type the value.
Show answer
Answer: 0.2
Power = 1 − β, so β = 1 − 0.80 = 0.2. The significance level 0.05 is α, the probability of a Type I error, and plays no part in this subtraction.Rejecting a null hypothesis that is actually true is a
Show answer
Answer: A — Type I error
A Type I error is a false positive, rejecting a true H0; its probability is the significance level α. A Type II error is failing to reject a false H0.A historian checks whether a letter said to have been written by a founder of the Indian Olympic Association in 1927 is written on paper and in handwriting of that period. This is
Show answer
Answer: D — external criticism
Establishing whether a document is genuine, by its paper, handwriting, date and authorship, is external criticism. Judging whether its content is accurate and credible would be internal criticism.Which design is a true experimental design in Campbell and Stanley's classification?
Show answer
Answer: D — The pretest–posttest control group design with random assignment
True experiments use random assignment to experimental and control groups. The one-group and one-shot designs are pre-experimental, and the non-equivalent control group design, using intact groups, is quasi-experimental.Assertion (A): A directional hypothesis is tested with a one-tailed test. Reason (R): A directional hypothesis predicts the direction of the difference, so the whole rejection region is placed in one tail of the distribution. Choose the correct option.
Show answer
Answer: A — Both A and R are true, and R is the correct explanation of A
Both are true and R explains A: predicting, say, that plyometric training will produce greater gains means only a difference in that direction counts against H0, so α is concentrated in one tail. A non-directional hypothesis splits α between two tails.Which of the following are threats to internal validity? Select all that apply.
Show answer
Answer: A — Subjects dropping out of the experimental group; C — Maturation of the subjects during a long training study; D — Practice effects from taking the pretest
Maturation, experimental mortality and testing are classic threats, since each could produce change unrelated to the treatment. Random assignment is the main safeguard of internal validity, not a threat to it.A five-point scale running from "strongly agree" to "strongly disagree", used to measure attitudes towards physical education, is a
Show answer
Answer: C — Likert scale
Degrees of agreement with statements, usually on five points, define the Likert scale, the commonest opinionnaire. An interview is a face-to-face tool, a projective test interprets responses to ambiguous stimuli and a time-series design is an experimental design.A researcher states that her study will include only male university hockey players aged 18 to 25. This statement is a
Show answer
Answer: C — delimitation
A boundary deliberately chosen by the researcher is a delimitation. A limitation is a weakness beyond her control, such as the players' diet or motivation, and the other two options concern hypothesis testing.Which statements about the literature search are correct? Select all that apply.
Show answer
Answer: B — Combining key words with AND narrows a database search; C — Shodhganga is INFLIBNET's repository of Indian doctoral theses; D — SPORTDiscus is a bibliographic database for sport and exercise science
AND narrows a search by requiring all terms; Shodhganga and SPORTDiscus are correctly described. OR broadens a search by accepting any of the terms, so it returns more results, not fewer.The research method that can establish cause-and-effect relationships is
Show answer
Answer: A — experimental research
Only an experiment manipulates an independent variable under control, allowing a causal conclusion. A correlation shows that variables are related but not that one causes the other, and surveys and historical research describe.