The Education University of Hong Kong · FACULTY OF STATISTICS

PES6251 Chap.10 Surveys, Instruments and Research Reports

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Chapter 10 of 10 · PES6251

Surveys, Instruments and Research Reports

Make every item and section answer the question

Survey items should measure one construct with neutral wording, complete response options and a recall window participants can use. The same alignment governs assessed writing. The proposal justifies a planned title, abstract, introduction, method and significance. The presentation selects the result an audience must see.

The written report documents completed methods, results with tables or figures, interpretation, strengths, limitations and a proportionate conclusion.

Design responses before writing questions

Decide which variable and analysis an item will support, then choose open or closed form. Closed questions improve consistent coding but require balanced, exhaustive and mutually exclusive options.

Open questions preserve unanticipated detail but need a transparent analysis plan. Split double-barrelled items, remove words that praise or condemn the subject and set a recall window participants can use.

Include a non-applicable route when experience is required for an answer.

Pilot the route through the instrument

Pilot testing examines interpretation, completion time, missing options and branching, not merely spelling. Watch participants explain what they think each item asks and compare that process with the intended construct.

Earlier questions can prime later responses, so broad evaluation commonly comes before detailed prompts, with sensitive material placed after trust and context are established.

Record revisions and preserve the final version used for data collection.

Keep results and discussion in different roles

Results present the analysed sample, numerical or thematic findings and visual evidence without turning every pattern into an explanation.

Discussion opens with the answer to the question, relates it to earlier work, examines alternatives, identifies strengths and limitations, and states implications proportionate to the design. A table should have labels, units and a purpose; a figure should make the central pattern easier to see than prose alone. Repetition is not interpretation.

In this chapter

What this chapter covers

  • 01

    Open and closed questions

  • 02

    Neutral single-focus item wording

  • 03

    Balanced response options

  • 04

    Question order and pilot testing

  • 05

    Proposal and report section logic

  • 06

    Results figures and discussion boundaries

Worked example · free

Repair a loaded survey item

Q [8 marks]. AskSia-authored practice. An item asks how much an excellent feedback system improved confidence and performance. Rewrite it for analysable evidence. The marks shown are an AskSia study allocation, not the University's marking scheme.
The proposal and report share one research chain.The proposal and report share one research chain. Planning becomes completed procedure, anticipated analysis becomes results, and the discussion returns each finding to the original question and limitations.The same research chain changes tense as evidence arrivesQuestion andgapPlannedmethodResults andfiguresDiscussionand limitsproposal promises the chain; report shows what survived contact with data
The proposal and report share one research chain. Planning becomes completed procedure, anticipated analysis becomes results, and the discussion returns each finding to the original question and limitations.
  • 3Identify leading and double-barrelled wording.
  • 3Write a neutral confidence item with a time frame.
  • 2Handle performance separately.
Ask how confidence applying the coached skill changed from the start of the four-week block, with balanced options from much lower to much higher. Measure performance separately with an appropriate task or clearly label a separate perception item, and ask whether the respondent used the system.
Sia tip — Create an item-to-objective table before release; questions with no planned analysis are burden, not insurance.
Glossary

Key terms

Double-barrelled Item
A question combining two constructs that may require different answers.
Leading Question
Wording that signals a preferred response or assumes a contested premise.
Recall Window
The defined period participants should use when answering a question about past behaviour or experience.
Pilot Testing
Trial administration used to identify interpretation, timing, option and navigation problems before data collection.
Discussion Section
The report section interpreting findings against the question, prior evidence, alternatives, limitations and implications.
FAQ

Surveys, Instruments and Research Reports FAQ

What makes a survey item double-barrelled?

It asks about two separable ideas in one response, such as whether coaching was clear and supportive. A participant may judge one positively and the other negatively, leaving no accurate option. Split the constructs and decide which one directly answers the study objective before adding both.

How should results differ from discussion?

Results present analysed findings clearly and objectively, using tables or figures where they improve understanding. Discussion explains what the findings mean for the question, how they relate to prior work, which alternative explanations remain and where the claim stops. Repeating numbers without interpretation does not perform that second job.

Why should the presentation devote substantial space to results?

The published presentation marking points give results the largest internal share. That reflects the group's completed research product rather than decorative slides. Use a clear figure or table, state the key pattern in the title and retain only background and method detail needed to understand the evidence.

Study strategy

Assessment move

Build an item map connecting every questionnaire prompt to an objective, variable, response scale and planned analysis. For writing practice, read the last paragraph of the introduction, method, results and discussion in sequence and check that they form one argument. Rehearse the presentation with slide timing matched to the published marking emphasis.

Pilot the instrument by asking participants to explain their interpretation, not merely whether the wording seems clear. Check neutral phrasing, single constructs, complete response options, recall periods and branching.

In the report, make each table or figure answer a named objective, keep results separate from explanation, and open the discussion with the direct answer before considering prior evidence, alternatives, strengths, limitations and implications. Create a one-sentence purpose for every slide and report section, then remove material that does not serve it.

Check that table labels, units and denominators let the evidence stand alone. Finish by comparing each conclusion with the design and sample, softening any claim that travels beyond the measured population, time window or method.

Working through Surveys, Instruments and Research Reports in PES6251? Sia is AskSia’s AI Statistics tutor — ask any PES6251 Surveys, Instruments and Research Reports question and get a clear, step-by-step explanation grounded in how PES6251 is taught and assessed. Read this chapter free, then take your hardest questions to Sia.

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