For students writing a thesis or dissertation

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A toolkit for quantitative theses. Pick the job you need done; every tool comes with sample data so you can try it straight away:

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Thesis survey kit · TAM

Perceived Usefulness (PU)

Code Item
PU1 Using [system] in my job would enable me to accomplish tasks more quickly.
PU2 Using [system] would improve my job performance.
PU3 Using [system] in my job would increase my productivity.
Methods paragraph

Perceived Usefulness (PU) was measured with 6 items adapted from Davis (1989), on a 7-point Likert scale…

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  1. Step 1, Choose your model & scales Compare 73 original scales, browse by construct. Open the library
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  3. Step 3, Work out sample size PLS-SEM, regression, EFA or Cochran, with a methods paragraph ready to use. Calculate sample size
  4. Step 4, Collect responses Not enough of the right people in your network? You can hire respondents through Genius Data. Referral link: we may earn a commission, at no extra cost to you. See Genius Data
  5. Step 5, Analyse & write up results Cronbach's alpha, EFA, correlations and regression from an Excel file. Analyse your data
validated scales
73
measured constructs across 73 original scales
205
items with the original English wording
934
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statistics guides
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73 scales and models, 934 items in the authors' original English wording, with references.

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Frequently asked questions

Is it free? Do I need an account?

It is free and there is no account. The tools, scales and guides cost nothing. The only exception is links to Genius Data, which are referral links: if you sign up through one, we may earn a commission. Each such link is labelled.

Can I use the scale items as they are in my thesis?

The items are given in the original authors' English wording, with the source for each construct. If you adapt the wording or translate it, pilot the questionnaire with 20–30 people before the main survey.

How do I cite a scale?

Each scale page lists the source of every construct, the original wording of every item and a reference list, so you can cite the original publication.

No SPSS? How do I run Cronbach's alpha, EFA or regression?

Use the tools: Cronbach's alpha for every scale at once, survey data analysis (EFA, correlations, regression) and mediation and moderation tests, all in your browser, with a results paragraph written for you.

Can I trust the numbers?

Results for Cronbach's alpha, EFA, regression and PLS-SEM are compared with R packages (psych, lavaan, seminr) on public datasets, and the comparison is published on the verification page.

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