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Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 1 The following online supplemental materials includes a review of measures of attitudes, Table A, which outlines the facets, number of items, scaling, and references for Job Satisfaction, and Table B, which outlines the facets, number of items, scaling, and references for Organizational Commitment measures. References for the development and validation work cited across these tables are included in a section at the end of the document. Measures and Methods Psychological constructs pose measurement challenges; job attitudes are no exception. Solving or ameliorating those challenges depends on what kind of job attitudes one is treating; hence, we divide our discussion into two parts: (a) Questionnaires and dimensionality, where we discuss measurement issues in the way job satisfaction and commitment have typically been conceptualized and measured, and (b) Job affect, mood, and emotions, where we discuss challenges and methodologies based on new conceptualizations of job affect. Questionnaires and Dimensionality The central theoretical question regarding dimensionality concerns the relationship of facets of job attitudes with a general attitude, as well as the distinction between “satisfaction” versus “commitment.” In the earliest years of systematic study, ad-hoc, unvalidated measures of job attitudes dominated. Many studies incorporated single-item measures. Though some have argued that such single-item measures are not wholly unreliable (Wanous, Reichers, & Hudy, 1997), any global measure has limited ability to identify the underlying structure of attitudes (Scarpello & Campbell, 1983) and nearly always will be less reliable (Loo, 2002). Multi-item scales came to be preferred, as factor analysis became the dominant approach to assessing attitude dimensionality. Other work has looked at differential correlations with theoretically grounded antecedents and outcomes.

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Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 1

The following online supplemental materials includes a review of measures of attitudes,

Table A, which outlines the facets, number of items, scaling, and references for Job Satisfaction,

and Table B, which outlines the facets, number of items, scaling, and references for

Organizational Commitment measures. References for the development and validation work

cited across these tables are included in a section at the end of the document.

Measures and Methods

Psychological constructs pose measurement challenges; job attitudes are no exception.

Solving or ameliorating those challenges depends on what kind of job attitudes one is treating;

hence, we divide our discussion into two parts: (a) Questionnaires and dimensionality, where we

discuss measurement issues in the way job satisfaction and commitment have typically been

conceptualized and measured, and (b) Job affect, mood, and emotions, where we discuss

challenges and methodologies based on new conceptualizations of job affect.

Questionnaires and Dimensionality

The central theoretical question regarding dimensionality concerns the relationship of

facets of job attitudes with a general attitude, as well as the distinction between “satisfaction”

versus “commitment.” In the earliest years of systematic study, ad-hoc, unvalidated measures of

job attitudes dominated. Many studies incorporated single-item measures. Though some have

argued that such single-item measures are not wholly unreliable (Wanous, Reichers, & Hudy,

1997), any global measure has limited ability to identify the underlying structure of attitudes

(Scarpello & Campbell, 1983) and nearly always will be less reliable (Loo, 2002). Multi-item

scales came to be preferred, as factor analysis became the dominant approach to assessing

attitude dimensionality. Other work has looked at differential correlations with theoretically

grounded antecedents and outcomes.

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 2

An overview of commonly utilized job satisfaction and commitment measures are

presented in online supplemental materials. Along with scale information, these tables include a

list of measure development and validation work that has been carried out on each scale since

initial development. Furthermore, echoing the focus on dimensionality as previously discussed,

each table is divided into multiple sections including multi-faceted measures, overall measures,

specific facet measures, and momentary measures of job satisfaction, as well as commonly used

commitment scales. In the following sections, we will describe many of these measures with

respect to their positioning in the development of attitudes measurement as a whole—especially

in terms of their contribution to the debate over using global or multi-faceted attitudes measures.

Over time, the JDI (Smith, Kendall, & Hulin, 1969; modified by Roznowski, 1989) and

the Minnesota Satisfaction Questionnaire (MSQ; Dawis, Dohm, Lofquist, Chartrand, & Due,

1987; Weiss, Dawis, England, & Lofquist, 1967) became widely used as psychometric evidence

supporting their use and dimensionality was provided. The widespread use of the JDI, in

particular, reflects psychometric research that goes beyond the factor analytic approach (e.g.,

Balzer, Kihm, Smith, Irwin, Bachiochi, Robie, et al. 1997; Hanisch, 1992; Roznowski, 1989).

For example, careful attention devoted to item comprehensibility/readability allows the JDI to be

administered without modification to employees with less education and/or lower reading ability

(Stone, Stone, & Gueutal, 1990). The five scales that compose the JDI have also been used

extensively as antecedents and outcomes of job attitudes in a variety of studies ranging from

community characteristics and their effects on job attitudes (Kendall, 1963; Hulin, 1969) to

longitudinal studies of the effects of sexual harassment (Glomb, Munson, Hulin, Bergman, &

Drasgow, 1999). The accumulated empirical research on the JDI provides researchers with the

evidence necessary to evaluate the convergent and discriminant validity of this set of scales,

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 3

including relations with behavioral variables (Kinicki, McKee-Ryan, Schriesheim, & Carson,

2002).

The rise of research on commitment led to similar questions regarding dimensionality.

Given the similarity in item content between commitment and satisfaction scales, and the

expectation that both constructs will have similar antecedents (e.g., positive interactions with the

organization and job) and consequences (e.g., motivation to work and remain in an organization),

there is good reason to question whether a distinction is useful or appropriate. One foundational

study did find that commitment incrementally predicted turnover beyond satisfaction (Porter,

Steers, Mowday, & Boulian, 1974). Subsequent confirmatory factor analytic studies showed

better model fit when job satisfaction and organizational commitment were treated as distinct

constructs (e.g., Brooke, Russell, & Price, 1988; Mathieu & Farr, 1991). Prior work on the

dimensionality of job satisfaction anticipated this result, as satisfaction questions pertain to

elements of the job, whereas commitment typically addresses attitudes toward the organization.

People seem able to differentiate specific jobs from the organization as a whole. Whether people

can distinguish commitment toward an object from satisfaction with that same object is more

problematic.

Commitment researchers began to consider multiple foci or forms of commitment. In the

same way that satisfaction with one’s supervisor, co-workers, and organization as a whole can be

distinguished, researchers identified distinct forms of commitment to top management,

supervisors, work groups (Becker, 1992), commitment to one’s occupation (Irving, Coleman, &

Cooper, 1997), or commitment to one’s labor union (Gordon, Philpot, Burt, Thompson, &

Spiller, 1980). Another distinction was drawn between affective commitment toward the

organization, perceived alternative jobs and costs of leaving (continuance), and a sense of social

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 4

obligation to remain in the organization (normative) (Meyer & Allen, 1991). Factor analyses and

longitudinal analyses showed that these constructs could be readily separated (Irving et al., 1997;

Meyer, Allen, & Gellatly, 1990; Meyer, Allen, & Smith, 1993).

Although research has emphasized multiple dimensions of job attitudes, there is still a

question if a well-designed aggregate measure captures a distinct construct. Early validation

efforts proceeded from the principle that a single overall attitude towards a job was distinct from

facet attitudes (Brayfield & Rothe, 1951; Wanous & Lawler 1972). A number of advantages to a

general scale can be identified (Ironson, Smith, Brannick, Gibson, & Paul, 1989). First,

composites made up of sub-facets may not capture what is important to a specific respondent.

Second, composites also fail to reflect the complex and idiosyncratic internal psychological

process by which individuals form an overall attitude toward their job. Supporting these

contentions, empirical evidence has demonstrated that facet scales may be more related to

supervision or compensation policies; but intention to remain, trust in the organization, and life

satisfaction are more closely related to an overall attitude (Ironson et al., 1989). Other work has

also shown that a general factor of job attitudes is a better predictor of overall patterns of

behavior than any of the lower order constituent attitudes (Harrison, Newman, & Roth, 2006).

Although there does seem to be an empirical distinction between ratings of the job as a

whole versus measures of specific facets of a job, it is also clear that not all facets are as central

to most workers’ conception of “the job.” Results from Ironson et al. (1989) show that the JDI

work scale has an uncorrected correlation of r=.78 with the job in general scale, and similarly

high correlations with the Brayfield-Rothe (1951) and faces (Kunin, 1955) scales. Correlations

with other facets are systematically much lower. Wanous et al. (1997) also found that the

correlation between task satisfaction and a single item description of overall job satisfaction was

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 5

nearly equivalent to the correlation between a summary score across facets relative with the

overall measure. In sum, it appears that when most individuals are asked “are you satisfied with

your job” without further qualification, they mostly mean satisfaction with the work they are

doing. Interestingly, there is also a strong positive correlation between task satisfaction and

organizational commitment (Kinicki et al., 2002; Mathieu & Zajac, 1990), with corrected

correlations around rc=0.60, which is stronger than correlations with other facets of satisfaction.

Job Affect, Mood, and Emotions

The measurement of affective components of a job creates multiple challenges. While of

older studies of job attitudes did allow for the possibility that attitudes could change over time,

traditional measures treated attitudes as largely stable, and were administered at a single point in

time. The affective perspective on job attitudes, however, takes a more episodic approach. By

their very nature, moods and emotions fluctuate from day to day and in reaction to specific

events (Tellegen, Watson, & Clark, 1999; Watson, 2000). To capture changes in job affect, it is

not just the nature of questions that must be changed, but the timing and frequency of measures

must also be taken into account.

One of the most critical issues for assessing the affective component of job attitudes is

selecting the appropriate time at which questions should be asked (Beal & Weiss, 2003). By their

very nature, events that generate strong emotional reactions are unlikely to be planned in

advance. Moreover, the timing of these events matters a great deal—a major job event

experienced the same day one completes an attitude survey may generate quite different

responses than the same event experienced six months before one completes an attitude survey.

Some studies have taken the approach of randomly sampling moods during the course of the day

and then seeing how the measures of job affect at specific moments correspond to the events in

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 6

the workplace. Other studies measure affect through daily measures at the start, middle, or end of

the work day. While seldom employed in research for several decades, the use of diaries to link

experiences at work with emotions harkens back to early studies in organizational psychology

(Hersey, 1932). This approach is surely more convenient and tractable, but obviously generates

concerns about recall biases and other post-event reconstruction of the antecedents of the

affective event, the cognitions and affect experienced at the time, and the behavioral reactions.

Besides the timing of measurement, the study of affect and job attitudes also requires

evaluation of discrete emotions, rather than the general positivity or negativity of one’s

appraisals. The dimensional perspective on emotion has been a central part of research on affect

in organizational psychology. As such, positive and negative affect as well as the rotated poles of

hedonic tone and intensity, feature prominently in empirical studies (Cropanzano & Wright,

2001). However, emotion researchers propose that reactions to very specific events can generate

different core emotions (Russell, 2003). For example, anger, frustration, guilt, or fear would all

fit as negative affect with high arousal and a negative tone, but might feel very different to the

individual experiencing the emotions and would have very different implications for behavior.

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 7

Table A Job Satisfaction Measures Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Comprehensive (Multi-Faceted) Job Satisfaction Minnesota Satisfaction Questionnaire (MSQ)

1.) Ability Utilization 2.) Achievement 3.) Activity 4.) Advancement 5.) Authority 6.) Company Policies 7.) Compensation 8.) Coworkers 9.) Creativity 10.) Independence 11.) Security 12.) Social Service 13.) Social Status 14.) Moral Values 15.) Recognition 16.) Responsibility 17.) Supervision: Human

Relations 18.) Supervision: Technical 19.) Variety 20.) Working Conditions

LF: 100 SF: 20

5-point Likert scale (from 1 = “very dissatisfied” to 5 = “very satisfied”)

Original Measure: Weiss, Dawis, England, & Lofquist, 1967; Dawis, Dohm, Lofquist, Chartrand, & Due, 1987 Measure Updates and Validation Work: Gillet & Schwab, 1975; Bledsoe & Brown, 1977; Katz & Van Maanen, 1977; Scarpello & Campbell, 1983; Hauber & Bruininks, 1986; Pierce, McTavish, & Knudsen, 1986; Spector, 1997; Hirschfeld, 2000; Hancer & George, 2004

Job Descriptive Index (JDI)

1.) Coworkers 2.) The Work Itself 3.) Pay 4.) Opportunities for Promotion

LF: 72 SF: 30

“Yes”, “Uncertain”, “No”

Original Measure: Smith, Kendall, & Hulin, 1969

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 8 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure

5.) Supervision Measure Updates and Validation Work: Gillet & Schwab, 1975; Cook, Hepworth, Wall, & Warr, 1981; Ironson et al., 1989; Roznowski, 1989; Balzer, Kihm, Smith, Irwin, Bachiochi, Robie, et al., 1997; Spector, 1997; Kinicki, McKee-Ryan, Schriesheim, & Carson, 2002; Nagy, 2002; Carter & Dalal, 2010

Job Diagnostic Survey (JDS)

1.) Job Security 2.) Pay and Other

Compensation 3.) Peers and Coworkers 4.) Supervision 5.) Opportunity for Personal

Growth and Development on the Job

14 7-point scale (from 1 = “Extremely Dissatisfied” to “Extremely Satisfied”)

Original Measure: Hackman & Oldham, 1974, 1975, 1976 Measure Updates and Validation Work: Fried & Ferris, 1987; Munz, Huelsman, Konold, & McKinney, 1996

Index of Organizational Reactions (IOR)

1.) Supervision 2.) Company Identification 3.) Kind of Work 4.) Amount of Work 5.) Coworkers 6.) Physical Work Conditions 7.) Financial Rewards 8.) Career Future

LF: 42 SF: 16

7-point scale (from 1 = “Extremely Dissatisfied” to “Extremely Satisfied”)

Original Measure: Smith, 1976; Dunham, Smith, & Blackburn, 1977; Dunham & Smith, 1979 Measure Updates and Validation Work: Bluedorn, 1979; Goffin & Jackson, 1988

Job Satisfaction Survey (JSS)

1.) Pay 2.) Promotion 3.) Supervision 4.) Fringe Benefits 5.) Contingent Rewards 6.) Operating Conditions

36 6-point Likert scale (1 = “Disagree Very Much” to 6 = “Agree Very Much”)

Original Measure: Spector, 1985

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 9 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure

7.) Coworkers 8.) Nature of Work 9.) Communication

Global (Overall) Job Satisfaction Overall Job Satisfaction Scale (OJS)

18 5-point Likert scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Brayfield & Rothe, 1951 Measure Updates and Validation Work: Price & Mueller, 1981; Khaleque & Rahman, 1987

Faces Scale 1-10 100-point scale

rating faces with varied affective expression (see Table 2 from Kunin, 1955)

Original Measure: Kunin, 1955 Measure Updates and Validation Work: Dunham & Herman, 1975; Elfering & Grebner, 2010, 2011

General Satisfaction (from the JDS)

LF: 5 SF: 3

7-point scale (from 1 = “Extremely Dissatisfied” to “Extremely Satisfied”)

Original Measure: Hackman & Oldham, 1975

Satisfaction (from the Michigan Organizational Assessment)

3 7-point Likert-type scale (from 1 = “Disagree” to 5 = “Agree”)

Original Measure: Cammann, Fichman, Jenkins, & Klesh, 1979 Measure Updates and Validation Work: Bowling & Hammond, 2008

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 10 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Global Job Satisfaction

15 7-point scale (from 1 = “Extremely Dissatisfied” to “Extremely Satisfied”)

Original Measure: Warr, Cook, & Wall, 1979

Job In General (JIG; to supplement the JDI)

LF: 18 SF: 8

“Yes”, “Uncertain”, “No”

Original Measure: Ironson, Smith, Brannick, Gibson, & Paul, 1989 Measure Updates and Validation Work: Russell, Spitzmüller, Lin, Stanton, Smith, & Ironson, 2004

Specific Facets of Job Satisfaction Pay Satisfaction Questionnaire (PSQ)

1.) Pay Level 2.) Benefits 3.) Raises 4.) Pay Structure/

Administration

18 5-point Likert scale (from 1 = “Very Dissatisfied” to 5 = “Very Satisfied”)

Original Measure: Heneman & Schwab, 1985 Measure Updates and Validation Work: Judge, 1993; DeConinck, Stilwell, & Brock, 1996; Shaw, Duffy, Jenkins, & Gupta, 1999; Lievens, Anseel, Harris, & Eisenberg, 2007

Employee Satisfaction with Ownership (ESOP)

8 7-point Likert scale (1 = “Completely Disagree” to 7 =

Original Measure: Rosen, Klein, & Young, 1986 Measure Updates and Validation Work: Buchko, 1992

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 11 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure

“Completely Agree”)

Satisfaction with My Supervisor Scale (SWMSS)

18 5-point Likert scale (from 1 = “Very Dissatisfied” to 5 = “Very Satisfied”)

Original Measure: Scarpello & Vandenberg, 1987 Measure Updates and Validation Work: Jones, Scarpello, & Bergmann, 1999

Satisfaction with Work Schedule Flexibility

5 5-point Likert scale (from 1 = “Very Dissatisfied” to 5 = “Very Satisfied”)

Original Measure: Rothausen, 1994

Momentary Job Satisfaction Experience-sampled Job Satisfaction (from the OJS)

5 5-point Likert scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Ilies & Judge, 2002

Job Satisfaction (from the Michigan Organizational Assessment)

2-3 5-point Likert scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Ilies & Judge, 2002; Gabriel, Diefendorff, Chandler, Moran, & Greguras, 2014

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 12 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Momentary Task Satisfaction

1 5-point Likert scale (from 1 = “Dissatisfied” to 5 = “Satisfied”)

Original Measure: Fisher, 2003

Event Reconstruction Method (ERM) Job Satisfaction

1 5-point Likert scale (from 1 = “Dissatisfied” to 5 = “Satisfied”)

Original Measure: Grube, Schroer, Hentzschel, & Hertel, 2008

Job Satisfaction (from the JSS)

1.) Supervision 2.) Coworkers 3.) Pay 4.) Promotion 5.) Nature of Work

20 5-point Likert scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Rudolph, Clark, Jundt, & Baltes, in press

Notes. LF = Long Form, SF = Short Form. Measure updates and validation evidence presented in chronological order for parsimony. Measure updates and validation evidence did not include versions of the scales altered for specific contexts, languages, or populations.

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 13

Table B Organizational Commitment Measures Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Comprehensive (Multi-Faceted) Organizational Commitment British Organizational Commitment Scale (BOCS)

1.) Identification 2.) Involvement 3.) Loyalty

LF: 9 SF: 6

7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: Cook & Wall, 1980 Measure Updates and Validation Work: Oliver, 1990; Peccei & Guest, 1993; Furnham, Brewin, & O’Kelly, 1994; Fenton-O’Creevy, Winfrow, Lydka, & Morris, 1997; Mathews & Shepherd, 2002

Psychological Attachment Instrument

1.) Internalization 2.) Identification 3.) Compliance

12 7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: O’Reilly & Chatman, 1986 Measure Updates and Validation Work: Caldwell, Chatman, & O’Reilly, 1990; Sutton & Harrison, 1993; Martin & Bennett, 1996

Three-component Model of Organizational Commitment (TCM)

1.) Affective 2.) Normative 3.) Continuance

LF: 24 SF: 18

7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: Allen & Meyer, 1990; Meyer & Allen, 1991 Measure Updates and Validation Work: Jaros, Jermier, Koehler, & Sincich, 1993; Irving, Coleman, & Cooper, 1997; Meyer & Allen, 1997; Cohen, 1999; Meyer, Stanley, Herscovitch, & Topolnytsksy, 2002

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 14 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Organizational Commitment Scale (OCS)

1.) Identification 2.) Affiliation 3.) Exchange

9 7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: Balfour & Wechsler, 1996 Measure Updates and Validation Work: Kacmar, Carlson, & Brymer, 1999

Global (Overall) Organizational Commitment Organizational Commitment Questionnaire (OCQ)

LF: 15 SF: 9

7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: Porter et al., 1974; Mowday, Steers, & Porter, 1979 Measure Updates and Validation Work: Mowday, Porter, & Steers, 1982; Mathieu & Farr, 1991; Cohen, 1996; Kacmar, Carlson, & Brymer, 1999

Organizational Commitment

6 4-point Likert scale (from 1 = “Strongly Disagree” to 4 = “Strongly Agree”)

Original Measure: Marsden, Kalleberg, & Cook, 1993

Specific Facets of Organizational Commitment Career Commitment 7 5-point Likert

scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Blau, 1985, 1989

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 15 Measure Name Facet(s) Items Scaling Studies Developing and Validating Measure Commitment to a Parent Company Versus Local Operation

8 5-point Likert scale (from 1 = “Strongly Disagree” to 5 = “Strongly Agree”)

Original Measure: Gregersen & Black, 1992

Supervisor-related Commitment

9 7-point Likert scale (from 1 = “Strongly Disagree” to 7 = “Strongly Agree”)

Original Measure: Becker, Billings, Eveleth, & Gilbert, 1996

Notes. LF = Long Form, SF = Short Form. Measure updates and validation evidence presented in chronological order for parsimony. Measure updates and validation evidence did not include versions of the scales altered for specific contexts, languages, or populations.

Job Attitudes, Job Satisfaction, and Job Affect – Supplementary Materials 16

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