Research Scale Finder

Research Scale Finder

A searchable reference of established measurement scales used in Management, HRM, OB and Marketing research — what each scale measures, its items, dimensions, reliability, validity, licensing, and how to cite it.

Find your construct→Pick a validated scale→Check licensing & cite
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45 scales

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Tick Add to compare on 2–3 scale cards below, then press Compare to see them side by side — items, dimensions, response format, reliability, contexts, and licensing.

Browse by construct family

7 scales

★ Job Attitudes & Commitment

How people evaluate their job and bind to their organization — satisfaction, commitment, identification, and intention to leave.

6 scales

♥ Engagement, Well-being & Burnout

Energy and strain at work — engagement, burnout, stress, and psychological capital.

5 scales

⚑ Leadership

How followers rate their leaders — exchange quality, transformational, servant, and abusive leadership.

4 scales

☉ Workplace Behavior & Climate

Discretionary behavior and interpersonal climate — citizenship behavior, psychological safety, and incivility.

3 scales

⚙ Job Design & Empowerment

The motivating structure of work itself — job characteristics, work design, and psychological empowerment.

2 scales

⚖ Justice & Organizational Support

Fairness perceptions and the felt support of the organization — organizational justice and perceived organizational support.

3 scales

⇆ Work–Family & Job Stressors

Conflict between life domains and insecurity about work — work–family conflict and job insecurity.

6 scales

● Individual Differences

Stable traits and self-beliefs — self-efficacy, core self-evaluations, personality, emotional intelligence, proactivity, and stress.

9 scales

☪ Marketing & Consumer Behavior

Consumer and technology-user perceptions — service quality, satisfaction, technology acceptance, purchase intention, brand relationships, and consumer values.

★ Job Attitudes & Commitment

How people evaluate their job and bind to their organization — satisfaction, commitment, identification, and intention to leave.

Job satisfaction

The classic 20-item facet measure of job satisfaction, distinguishing intrinsic from extrinsic sources of satisfaction.

Weiss, Dawis, England & Lofquist, 1967 20 items

Job satisfaction (facets)

A checklist-format measure of satisfaction with five distinct facets of the job — work, pay, promotion, supervision, and co-workers.

Smith, Kendall & Hulin, 1969 72 items

Overall (global) job satisfaction

The classic global job-satisfaction index; its 5-item short version popularized by Judge and colleagues is a workhorse of survey research.

Brayfield & Rothe, 1951 18 / 5 items

Organizational commitment (affective, continuance, normative)

The dominant three-component measure of organizational commitment — wanting to stay, needing to stay, and feeling obliged to stay.

Allen & Meyer, 1990 24 / 18 items

Organizational commitment (attitudinal)

The classic 15-item measure of attitudinal commitment — identification, involvement, and loyalty to the organization.

Mowday, Steers & Porter, 1979 15 items

Turnover intention

A validated 6-item measure of the intention to quit, drawn from Roodt's 15-item Turnover Intention Scale.

Bothma & Roodt, 2013 6 items

Organizational identification

The standard 6-item measure of how far members define themselves through their organization's identity and successes.

Mael & Ashforth, 1992 6 items

♥ Engagement, Well-being & Burnout

Energy and strain at work — engagement, burnout, stress, and psychological capital.

Work engagement (vigor, dedication, absorption)

The world's most used work-engagement measure, capturing vigor, dedication and absorption in 17 or 9 items.

Schaufeli, Salanova, González-Romá & Bakker, 2002 17 / 9 items

Burnout (exhaustion, depersonalization/cynicism, reduced accomplishment/efficacy)

The gold-standard burnout measure — and a commercially licensed instrument that cannot be freely reproduced.

Maslach & Jackson, 1981 22 items

Burnout (exhaustion and disengagement)

A free, balanced-wording burnout measure with two dimensions — exhaustion and disengagement from work.

Demerouti, Bakker, Vardakou & Kantas, 2003 16 items

Burnout (personal, work-related, client-related)

A free public-domain burnout inventory that separates personal, work-related and client-related fatigue and exhaustion.

Kristensen, Borritz, Villadsen & Christensen, 2005 19 items

Perceived stress

The most widely used measure of how unpredictable, uncontrollable and overloaded respondents find their lives.

Cohen, Kamarck & Mermelstein, 1983 10 items

Psychological capital (hope, efficacy, resilience, optimism)

The standard measure of PsyCap — the higher-order positive resource of hope, efficacy, resilience and optimism (HERO).

Luthans, Avolio, Avey & Norman, 2007 24 items

⚑ Leadership

How followers rate their leaders — exchange quality, transformational, servant, and abusive leadership.

Leader–member exchange quality

The standard 7-item measure of the quality of the dyadic relationship between a leader and a follower.

Graen & Uhl-Bien, 1995 7 items

Transformational, transactional, and passive-avoidant leadership

The dominant full-range leadership measure — and a commercially licensed instrument distributed by Mind Garden.

Bass & Avolio, 1995 45 items

Transformational leadership (global)

A free, 7-item global measure of transformational leadership — the standard short alternative to the licensed MLQ.

Carless, Wearing & Mann, 2000 7 items

Servant leadership

The most used multidimensional servant-leadership measure, with a validated 7-item short form.

Liden, Wayne, Zhao & Henderson, 2008 28 / 7 items

Abusive supervision

The standard 15-item measure of subordinates' perceptions of sustained hostile verbal and non-verbal supervisor behavior.

Tepper, 2000 15 items

☉ Workplace Behavior & Climate

Discretionary behavior and interpersonal climate — citizenship behavior, psychological safety, and incivility.

Organizational citizenship behavior (five dimensions)

The classic five-dimension OCB measure based on Organ's framework — altruism, conscientiousness, sportsmanship, courtesy, civic virtue.

Podsakoff, MacKenzie, Moorman & Fetter, 1990 24 items

Organizational citizenship behavior (individual- and organization-directed) and in-role behavior

The standard target-based OCB measure separating citizenship aimed at individuals (OCBI) from citizenship aimed at the organization (OCBO).

Williams & Anderson, 1991 21 items

Psychological safety

The definitive 7-item measure of whether a team is safe for interpersonal risk taking — speaking up, admitting errors, asking for help.

Edmondson, 1999 7 items

Experienced workplace incivility

The standard measure of exposure to low-intensity rude, discourteous behavior at work with ambiguous intent to harm.

Cortina, Magley, Williams & Langhout, 2001 7 items

⚙ Job Design & Empowerment

The motivating structure of work itself — job characteristics, work design, and psychological empowerment.

Core job characteristics (skill variety, task identity, task significance, autonomy, feedback)

The founding instrument of job-characteristics research, measuring the five core dimensions behind the Motivating Potential Score.

Hackman & Oldham, 1975 15 core items

Work design / job characteristics (comprehensive)

The modern, comprehensive work-design measure — 21 characteristics spanning task, knowledge, social and contextual features of work.

Morgeson & Humphrey, 2006 77 items

Psychological empowerment (meaning, competence, self-determination, impact)

The standard 12-item measure of intrinsic task motivation experienced as meaning, competence, self-determination and impact.

Spreitzer, 1995 12 items

⚖ Justice & Organizational Support

Fairness perceptions and the felt support of the organization — organizational justice and perceived organizational support.

Perceived organizational support

The standard measure of employees' belief that the organization values their contributions and cares about their well-being.

Eisenberger, Huntington, Hutchison & Sowa, 1986 36 / 16 / 8 items

Organizational justice (procedural, distributive, interpersonal, informational)

The construct-validated four-dimension justice measure that standardized fairness measurement in organizational research.

Colquitt, 2001 20 items

⇆ Work–Family & Job Stressors

Conflict between life domains and insecurity about work — work–family conflict and job insecurity.

Work–family and family–work conflict

The concise, bidirectional standard: five items for work-interfering-with-family and five for family-interfering-with-work.

Netemeyer, Boles & McMurrian, 1996 10 items

Work–family conflict (direction × form)

An 18-item measure crossing two directions of conflict with three forms — time, strain and behavior based.

Carlson, Kacmar & Williams, 2000 18 items

Job insecurity

A brief 4-item measure of perceived threat to the continuity of one's job, validated across five European countries.

De Witte (validation: Vander Elst, De Witte & De Cuyper), 2014 4 items

● Individual Differences

Stable traits and self-beliefs — self-efficacy, core self-evaluations, personality, emotional intelligence, proactivity, and stress.

Generalized self-efficacy

The 10-item classic measuring a broad, stable sense of personal competence to handle novel and difficult demands.

Schwarzer & Jerusalem, 1995 10 items

General self-efficacy

An 8-item measure built to improve on earlier GSE scales in unidimensionality and discriminant validity from self-esteem.

Chen, Gully & Eden, 2001 8 items

Core self-evaluations

A direct 12-item measure of the broad positive self-concept spanning self-esteem, self-efficacy, locus of control and emotional stability.

Judge, Erez, Bono & Thoresen, 2003 12 items

Big Five personality traits

The free research standard for measuring extraversion, agreeableness, conscientiousness, neuroticism and openness.

John & Srivastava (BFI-44); Soto & John (BFI-2), 1999 44 / 60 items

Emotional intelligence (self-report, four abilities)

The 16-item self-report EI measure built for management research — brief, four-dimensional, and free for academic use.

Wong & Law, 2002 16 items

Proactive personality

The 17-item measure of the dispositional tendency to identify opportunities, take initiative, and persevere to bring about change.

Bateman & Crant, 1993 17 items

☪ Marketing & Consumer Behavior

Consumer and technology-user perceptions — service quality, satisfaction, technology acceptance, purchase intention, brand relationships, and consumer values.

SERVQUAL

Free for research

Perceived service quality (expectations vs. perceptions)

The seminal five-dimension service-quality instrument comparing customer expectations with perceived performance.

Parasuraman, Zeithaml & Berry, 1988 22 × 2 items

SERVPERF

Free for research

Perceived service quality (performance-only)

The performance-only rework of SERVQUAL — same 22 items, no expectations battery, better psychometrics.

Cronin & Taylor, 1992 22 items

Overall customer satisfaction

The three-item satisfaction measure at the heart of the American Customer Satisfaction Index, widely adapted in academic research.

Fornell, Johnson, Anderson, Cha & Bryant, 1996 3 items

Perceived usefulness and perceived ease of use of technology

The most cited measurement scales in information systems — six items each for perceived usefulness and perceived ease of use.

Davis, 1989 12 items

Technology acceptance (performance expectancy, effort expectancy, social influence, facilitating conditions)

The unified technology-acceptance measure consolidating eight earlier models into four core determinants of intention and use.

Venkatesh, Morris, Davis & Davis, 2003 ~19 items

Purchase intention (willingness to buy)

The most borrowed short purchase-intention measure in consumer research, from the classic price–quality–value experiments.

Dodds, Monroe & Grewal, 1991 5 items

Brand trust, brand affect, and purchase/attitudinal loyalty

The standard short battery linking brand trust and affect to purchase and attitudinal loyalty in the chain-of-effects model.

Chaudhuri & Holbrook, 2001 11 items

Consumer ethnocentric tendencies

The 17-item classic measuring beliefs about the appropriateness of buying foreign-made products.

Shimp & Sharma, 1987 17 items

Materialism (success, centrality, happiness)

The standard consumer-research measure of materialism as a value — possessions as success, centrality, and route to happiness.

Richins & Dawson, 1992 18 items