Tag: Perceived Stress Scale

  • Which Psychology Scale Can You Actually Use in an Undergraduate Dissertation? Licences Compared (2026)

    Which Psychology Scale Can You Actually Use in an Undergraduate Dissertation? Licences Compared (2026)

    Students choose a measure because it appeared in a paper they liked, build the questionnaire, submit the ethics form, and only then find the scale costs £2 per response or is restricted to registered practitioner psychologists. By that point the ethics application has to be resubmitted and a fortnight has gone.

    The table below sorts the measures UK undergraduates most often want by what it actually takes to use them legitimately. Licence terms do change, so verify on the publisher’s own site before you commit — but the broad tiers below have been stable for years and will tell you immediately whether a scale is realistic for a student project with no budget.

    The comparison table

    Scale Measures Items Cost to a student What you must do
    DASS-21 Depression, anxiety, stress 21 Free Nothing. Freely available from UNSW; cite the source.
    Perceived Stress Scale (PSS-10) Perceived stress 10 Free for non-commercial research Nothing beyond citing Cohen et al.
    GAD-7 Generalised anxiety 7 Free Reproduce without alteration; cite Spitzer et al.
    PHQ-9 Depression symptoms 9 Free Reproduce without alteration; cite Kroenke et al.
    Rosenberg Self-Esteem Scale Global self-esteem 10 Free Credit the Morris Rosenberg Foundation.
    UCLA Loneliness Scale (v3) Loneliness 20 Free for research Cite Russell (1996).
    IPIP personality scales Big Five traits 20–300 Free (public domain) Nothing. Fully unrestricted.
    Big Five Inventory (BFI-2) Big Five traits 60 (short forms exist) Free for non-commercial research Check the author’s stated terms.
    WEMWBS / SWEMWBS Mental wellbeing 14 / 7 Free for non-commercial use Register with the University of Warwick first.
    IPAQ Physical activity 7 (short form) Free Follow the published scoring protocol.
    Maslach Burnout Inventory Occupational burnout 22 Paid per response Purchase a licence through the publisher.
    STAI State and trait anxiety 40 Paid per response Purchase a licence through the publisher.
    Beck Depression Inventory-II Depression severity 21 Paid, restricted Qualification-restricted; usually unavailable to undergraduates.
    CD-RISC Resilience 25 / 10 Paid (student rates exist) Apply to the copyright holders.

    The three tiers, and what they mean for your timetable

    Tier 1: use immediately, no permission needed

    DASS-21, PSS-10, GAD-7, PHQ-9, the Rosenberg Self-Esteem Scale, the UCLA Loneliness Scale and the IPIP item pools are all freely usable in student research. You do not need to email anyone, you do not need to wait, and you can build the questionnaire this afternoon.

    These cover an enormous share of realistic undergraduate research questions: stress, anxiety, low mood, self-esteem, loneliness, personality. If your topic can be addressed with a Tier 1 measure, use one. There is no additional credit for choosing an expensive scale, and there is real cost in the delay.

    Tier 2: free but gated

    WEMWBS is the one most UK students hit. It is free for non-commercial research, but the University of Warwick requires you to register your use before you receive the licence. The process is straightforward and usually resolves in days rather than weeks, but it is a step, and it must be complete before your ethics submission — most UK ethics committees expect evidence of permission attached to the application.

    Several other measures sit here: free in principle, conditional on a form or an author’s email in practice. Budget a week and do it early.

    Tier 3: paid or restricted — usually the wrong choice

    The Maslach Burnout Inventory, the State-Trait Anxiety Inventory, the Beck Depression Inventory-II and CD-RISC are commercially licensed. Costs are typically charged per administration, which means a study of 120 participants becomes a real invoice that no undergraduate research budget will cover.

    The BDI-II carries a further barrier: publisher qualification levels restrict purchase to users with specified clinical training. An undergraduate cannot ordinarily buy it, and a supervisor generally will not buy it on your behalf for a student project.

    Practical substitutions that keep your design intact:

    • Want burnout? The Copenhagen Burnout Inventory is free and well validated. The Oldenburg Burnout Inventory is another free option.
    • Want anxiety? GAD-7 instead of the STAI, unless your design genuinely requires the state/trait distinction — and few undergraduate designs do.
    • Want depression? PHQ-9 or the depression subscale of the DASS-21 instead of the BDI-II.
    • Want resilience? The Brief Resilience Scale is free and only six items.

    In every case, write one sentence in your methodology explaining the substitution on validity grounds rather than cost grounds: “The Copenhagen Burnout Inventory was selected as it captures personal, work-related and client-related burnout as separate dimensions and is freely available for research use.” That is an academic justification, and it is also true.

    Free does not mean unrestricted

    Four rules apply even to Tier 1 measures, and breaking them undermines your results chapter.

    1. Do not change the wording. A scale’s validation applies to the exact items as published. Rewriting “over the last two weeks” as “recently” means you are no longer using the validated instrument and cannot cite its psychometric properties.
    2. Do not drop items to shorten it. If a 21-item measure feels long, use a published short form, which has been separately validated. An ad hoc subset has no established reliability.
    3. Do not change the response format. Converting a 4-point scale to a 5-point scale invalidates the published norms and scoring cut-offs.
    4. Use the published scoring rules. The DASS-21 requires its subscale scores to be doubled to compare against DASS-42 severity bands. Students forget this constantly and report severity categories that are simply wrong.

    Where minor adaptation is genuinely unavoidable — changing “at work” to “on placement”, for instance — report it explicitly, and expect to report your own reliability figures for the adapted version. That means calculating internal consistency for your sample, and knowing what counts as defensible; the thresholds are set out in the guide to what an acceptable Cronbach’s alpha is for a dissertation.

    The clinical-scale problem your ethics committee will raise

    PHQ-9 and GAD-7 are free, which makes them tempting. They are also clinical screening tools, and administering them to a non-clinical student sample creates two obligations that ethics committees at UK universities will insist on.

    First, a distress protocol. If a participant scores in the severe range, or endorses item 9 of the PHQ-9 concerning thoughts of self-harm, what happens? You need a written procedure, and signposting to named support services — university counselling, the Samaritans, NHS 111 — presented at the end of the survey.

    Second, a clear disclaimer. Participants must be told the questionnaire is not a diagnosis and that a high score does not mean they have a disorder. Anonymous survey designs cannot follow up individuals, and your information sheet must be honest about that.

    Some departments simply prohibit undergraduate use of clinical screening tools with the general public. Check yours before designing around one. The broader question of what needs review and when to submit is covered in the guide to whether an undergraduate dissertation needs ethics approval, and it is worth reading before you finalise your measures rather than after.

    How many scales should one dissertation include?

    Two or three. Rarely more.

    Each additional measure lengthens the survey, raises dropout, and multiplies the correlations you will be tempted to run — which inflates your false positive rate and invites a marker to ask why you tested twenty relationships to report the three that reached significance.

    A clean undergraduate design looks like: one predictor scale, one outcome scale, a short demographics block, total completion time under eight minutes. That structure gives you a clear hypothesis, a defensible analysis, and a realistic response rate. Once you know your variables and their measurement level, the decision tree in choosing the right statistical test for a psychology dissertation will tell you what analysis your design actually supports.

    Where to host the questionnaire

    Your licence governs the scale, but your university governs the data. Most UK institutions provide a licensed platform — Qualtrics, JISC Online Surveys or Microsoft Forms — and require you to use it, because free consumer tools frequently store data outside approved jurisdictions and fail institutional UK GDPR requirements. Using an unapproved platform is a common reason for an ethics application to be returned. The practical differences between the platforms available to UK students are set out in the comparison of which survey platform you can actually use for a UK student dissertation.

    Reporting your measures in the methodology chapter

    For each scale, four sentences is the standard. Name it with its citation and item count. State the response format and an example item. Give the scoring direction and range. Report published reliability and then your own sample’s reliability.

    A worked example: “Perceived stress was measured using the 10-item Perceived Stress Scale (Cohen, Kamarck and Mermelstein, 1983). Items are rated on a 5-point scale from 0 (never) to 4 (very often); a sample item is ‘In the last month, how often have you felt that you were unable to control the important things in your life?’. Four items are reverse scored, giving a total from 0 to 40 with higher scores indicating greater perceived stress. Cronbach’s alpha was .85 in the present sample, comparable to the .78 reported by the original authors.”

    That paragraph does everything a marker needs and takes ten minutes to write.

    The verdict

    For a UK undergraduate psychology dissertation with no budget and a fixed deadline, build your design around Tier 1 measures — DASS-21, PSS-10, the Rosenberg Self-Esteem Scale, the UCLA Loneliness Scale and IPIP personality items. They are free, immediate, well validated and widely published, so you will have comparison data for your discussion chapter. Reach for a Tier 2 measure such as WEMWBS only when it genuinely fits your question better, and start the registration the day you decide. Treat Tier 3 as closed unless your supervisor has an existing departmental licence and has said so in writing.

    Once your measures are settled, the methodology chapter is largely mechanical. Tesify can turn your chosen scales, design and participant details into a properly structured methodology draft, with the measures section formatted as above and your references built as you go — leaving you free to spend the time on analysis instead of scaffolding.

    Frequently asked questions

    Do I need written permission to use a free psychology scale?

    For genuinely open measures such as DASS-21, PSS-10 and GAD-7, no — correct citation is sufficient. Gated measures such as WEMWBS require registration first, and some ethics committees ask you to attach that confirmation to your application.

    Can I put a published scale in my dissertation appendix?

    For freely licensed scales, generally yes with full attribution. For commercially licensed instruments, reproducing the full item set usually breaches copyright — include a sample item and cite the source instead. Check your own department’s guidance.

    Is it acceptable to write my own questionnaire instead?

    Only for factual or demographic items. Self-written scales measuring psychological constructs have no established validity or reliability, and markers will treat conclusions drawn from them as weakly supported. Use a validated measure wherever one exists.

    What if my sample’s Cronbach’s alpha is much lower than the published figure?

    Report it honestly and discuss it. Common causes are small samples, a population unlike the validation sample, reverse-scored items entered incorrectly, or careless responding. Check your reverse scoring first — it is the most frequent culprit.

    Can I use a scale in a language other than the one it was validated in?

    Only if a validated translation exists — cite that translation specifically. Translating a scale yourself creates an unvalidated instrument, and proper cross-cultural adaptation is a research project in its own right.

    How long should my whole questionnaire take to complete?

    Under ten minutes, and ideally around five. Dropout climbs steeply beyond that, and your information sheet must state a realistic estimate — an understated completion time is itself an ethical problem.