Management Attitude Questionnaire

1. Abstract

The Management Attitude Questionnaire (MAQ) is an extensive, historic psychometric survey comprising 99 items designed to systematically measure the professional attitudes, organizational values, interpersonal behavioral styles, and perceived workplace dynamics of managerial personnel. Originally developed as an applied diagnostic instrument within mid-twentieth-century organizational psychology, the MAQ serves a tripartite practical function: (1) providing empirical diagnostic input to design and calibrate motivational training seminars for supervisory staff, (2) facilitating structured introspective self-development and professional insight for participating managers, and (3) establishing longitudinal normative benchmarks to track shifts in executive attitudes, occupational stress, and leadership climate over time. The instrument is cataloged and preserved in the research holdings of the Center for the History of Psychology at the University of Akron, within the Archives of the History of American Psychology.

Methodologically, the MAQ integrates diverse assessment modalities, moving beyond standard unidimensional rating systems by combining forced-choice paired comparisons with categorical multiple-choice items. This hybrid format was engineered to mitigate common response biases, including social desirability, acquiescence, and leniency effects that historically distorted self-report leadership inventories. The primary psychological constructs evaluated by the instrument span managerial commitment, job satisfaction, supervisory-employee relations, tolerance for organizational stress, perceived role clarity, and value orientations regarding organizational hierarchy. While contemporary psychometric formalisms—such as modern confirmatory factor analysis (CFA) and item response theory (IRT)—were not documented in its foundational historical manual, archival analyses place the MAQ as a precursor to modern occupational attitude batteries, illustrating the mid-century transition toward empirically informed executive coaching, human relations training, and organizational climate diagnosis.

2. Keywords

Management Attitude Questionnaire, managerial attitudes, leadership evaluation, job satisfaction, organizational commitment, supervisory behavior, occupational stress, human relations movement, executive self-development, workplace values, forced-choice methodology, organizational climate

3. Authors

The primary archival documentation preserved within the Archives of the History of American Psychology at the University of Akron lists no single formal author for the Management Attitude Questionnaire. Historical institutional records suggest that the instrument was developed collaboratively by applied industrial psychologists, management consultants, and corporate personnel researchers active during the mid-twentieth century—an era characterized by corporate-sponsored assessment centers and management development consortia.

Archival provenance identifies the material under the institutional repository classification 7000: Organizational, Occupational, and Career Development. Inquiries regarding original historical manuscripts, related seminar field manuals, and archival access should be directed to the Cummings Center for the History of Psychology, Institute for Human Science and Culture, The University of Akron, 73 S. College Street, Akron, OH 44325, USA.

4. Purpose

The overarching purpose of the Management Attitude Questionnaire is the multidimensional appraisal of how managerial personnel conceptualize their organizational roles, relate to subordinates, manage interpersonal friction, and navigate institutional demands. Grounded in applied industrial-organizational psychology, the instrument addresses a persistent limitation of early twentieth-century corporate assessment: reliance on subjective performance appraisals, peer nominations, and uncalibrated personal interviews.

The scale was developed to operationalize managerial psychology across three interrelated domains:

• Targeted Supervisory Training and Curriculum Design: By diagnosing specific attitudinal deficits—such as authoritarian interpersonal orientations, defensive responses to subordinate feedback, or systemic cynicism regarding institutional change—the questionnaire provided trainers with baseline metrics. Training programs could shift away from generic leadership homilies toward tailored interventions addressing the specific behavioral bottlenecks identified within a corporate cohort.
• Facilitated Self-Development and Executive Introspection: The MAQ was designed to serve as a structured reflective mechanism for participating managers. Mid-century organizational transitions placed increasing cognitive and interpersonal demands on supervisors, requiring a shift from autocratic task oversight to participatory coaching. By completing the 99 items, managers engaged with concrete organizational scenarios and conflicting workplace priorities, highlighting discrepancies between their personal leadership ideals and daily administrative habits.
• Normative Longitudinal Tracking and Benchmarking: The questionnaire established baseline normative databases within participating enterprises. By aggregating individual profiles across departments, business units, and corporate hierarchies, organizational psychologists could gauge broader organizational health, detect pockets of burnout or disengagement, and assess the cultural impacts of corporate restructuring, mergers, or broad economic transitions.

In applied research, the MAQ provides an empirical window into the evolution of managerial ideology. It allows scholars of work motivation, industrial sociology, and executive psychology to examine the cognitive assumptions held by supervisors before the widespread adoption of transformational leadership theories and digital management tools.

5. Psychological Construct

The core construct assessed by the MAQ is Managerial Attitude, operationalized as an organized set of cognitive beliefs, affective orientations, and behavioral tendencies regarding leadership duties, corporate governance, subordinate engagement, and personal performance under pressure. Managerial attitude represents a specialized domain of occupational psychology, combining dispositional traits with socio-cultural role expectations.

Sub-Constructs and Dimensions

The 99 items comprising the MAQ evaluate several distinct, interrelated operational dimensions:

• Managerial Commitment and Corporate Identification: This dimension assesses psychological attachment to the organization, willingness to exert discretionary effort on behalf of enterprise objectives, and alignment between personal ethics and corporate strategy. It reflects the respondent’s internalized loyalty versus mercenary detachment.
• Attitudes Toward Subordinates and Participative Supervision: Evaluating the manager’s perspective on human agency within the workplace, this sub-construct examines whether supervisors view workers as intrinsically motivated and capable of autonomous problem-solving, or fundamentally indolent, recalcitrant, and requiring close surveillance.
• Job Satisfaction and Career Fulfillment: This facet captures the affective evaluation of daily administrative duties, perceived rewards, supervisory autonomy, and cognitive engagement with problem-solving tasks.
• Tolerance for Organizational Stress and Role Ambiguity: Managerial roles are inherently defined by competing demands from executive leadership, lateral peers, and direct reports. This dimension measures resilience, composure under shifting priorities, and psychological equilibrium when navigating ambiguous institutional directives.
• Authority Orientation and Power Navigation: This construct evaluates how managers exercise power, enforce discipline, interpret formal protocol versus informal relationships, and navigate conflict among subordinate staff.

Individual differences across these dimensions explain significant variance in supervisory behavior. For instance, a manager scoring high in participative orientation but exhibiting low tolerance for role ambiguity may become immobilized when corporate policies leave discretionary boundaries undefined, leading to operational friction.

6. Theoretical Framework

The Management Attitude Questionnaire is rooted in the mid-twentieth-century transition from classic Scientific Management (Taylorism) to the Human Relations Movement, alongside emerging tenets of behavioral management science.

The Shift from Taylorism to Human Relations

Frederick Winslow Taylor’s classic paradigm conceptualized workers primarily as functional extensions of mechanical processes, emphasizing standardization, time-and-motion efficiency, and strict task compartmentalization. Within this historical model, supervisory attitudes were considered secondary to administrative enforcement. However, insights from the Hawthorne Studies, led by Elton Mayo and Fritz Roethlisberger, demonstrated that informal social structures, perceived dignity, supervisory empathy, and group cohesion profoundly moderate workplace productivity and operational morale.

Douglas McGregor’s Theory X and Theory Y

The cognitive and interpersonal architecture of the MAQ shares strong conceptual continuity with Douglas McGregor’s Theory X and Theory Y. McGregor posited that supervisory behavior is driven by implicit philosophical assumptions regarding human nature:

• Theory X assumptions presume that individuals possess an inherent dislike of work, will avoid responsibility when possible, and must be coerced, controlled, directed, or threatened with punishment to elicit adequate performance.
• Theory Y assumptions hold that physical and mental effort in work is as natural as play or rest, that individuals exercise self-direction and self-control in the service of objectives to which they are committed, and that the capacity for organizational creativity is widely distributed.

The MAQ tests these assumptions across concrete managerial scenarios, forcing respondents to reveal whether their tactical decisions lean toward Theory X surveillance or Theory Y human empowerment.

Consideration and Initiating Structure (The Ohio State Leadership Studies)

The questionnaire also reflects the conceptual dimensions formulated during the Ohio State Leadership Studies directed by Edwin Fleishman, Ralph Stogdill, and Carroll Shartle. These studies differentiated between two foundational leadership behaviors:

• Initiating Structure: Delineating relationship boundaries between supervisor and subordinates, establishing clear organizational patterns, scheduling operations, and prescribing procedural channels.
• Consideration: Fostering mutual trust, respect for subordinate ideas, institutional warmth, and psychological safety.

The MAQ embeds items that require respondents to arbitrate between maximizing immediate structural compliance and preserving interpersonal consideration, reflecting this core theoretical duality.

7. Validity

The psychometric validation of historical mid-twentieth-century instruments such as the Management Attitude Questionnaire primarily relied on content validity, criterion-related validity, and known-groups discrimination, reflecting the measurement standards of the period.

Content and Face Validity

Content validity was established through expert consensus among industrial psychologists, corporate human resource executives, and management educators. The pool of 99 items was iteratively refined from initial inventories containing several hundred scenario prompts. Items were selected based on their operational relevance to the core challenges of middle and upper-level supervision, ensuring robust face validity for participating managers.

Criterion-Related and Known-Groups Validity

Early field evaluations relied on known-groups comparisons to demonstrate criterion validity. In applied industrial settings, cohorts of managers independently classified by corporate executive leadership as “high-performing” versus “low-performing” (or those identified as demonstrating progressive versus autocratic supervisory styles) were administered the survey. Discriminating items were evaluated to determine whether the forced-choice paired selections differentiated between these independently validated performance tiers.

Modern Psychometric Limitations

From the perspective of contemporary psychometrics—governed by the joint standards of the American Psychological Association (APA), the American Educational Research Association (AERA), and the National Council on Measurement in Education (NCME)—the MAQ presents notable empirical gaps:

• Convergent Validity: Systematic correlation coefficients between the MAQ subscales and standardized contemporary measures (such as the Job Descriptive Index, the Minnesota Satisfaction Questionnaire, or the Multifactor Leadership Questionnaire) were not documented in the original archival materials.
• Discriminant Validity: Empirical evidence confirming that the scale’s subcomponents are statistically distinguishable from general affectivity, neuroticism, or baseline social desirability remains largely unrecorded in surviving documentation.
• Predictive Validity: While historical application linked questionnaire results to post-seminar supervisory performance ratings, longitudinal predictive tracking with contemporary structural equation modeling (SEM) is absent from the historical records.

8. Reliability

In mid-twentieth-century organizational archives, formal statistical reliability indices such as Cronbach’s coefficient alpha were often unrecorded or computed using earlier split-half methodologies. Surviving historical records for the Management Attitude Questionnaire do not report standard internal consistency coefficients or test-retest reliability statistics.

Psychometric Considerations

The structural composition of the MAQ introduces distinct psychometric properties regarding reliability:

• Item Count and Breadth: With 99 items, the instrument’s total test length historically mitigates random measurement error. According to the Spearman-Brown prediction formula, longer inventories generally achieve higher total-score reliability coefficients, provided items measure homogenous construct domains.
• Format Heterogeneity: The MAQ mixes forced-choice paired statements with categorical multiple-choice questions. While paired comparisons help mitigate single-directional response sets (such as uniform acquiescence), they can induce complex error variance structures that complicate split-half reliability calculations across different administrative samples.
• Test-Retest Stability: Because the instrument was explicitly intended as a pre- and post-intervention diagnostic for supervisory training seminars, managerial attitude was treated partly as a state-like, modifiable orientation rather than an immutable personality trait. Consequently, test-retest correlations conducted across training interventions would reflect both genuine pedagogical growth and natural measurement fluctuations.

9. Factor Analysis

Surviving archival records at the Archives of the History of American Psychology indicate no formal Exploratory Factor Analysis (EFA) or Confirmatory Factor Analysis (CFA) conducted during the MAQ’s original construction. Mid-century applied personnel research frequently organized item inventories based on rational-deductive categorization and job-task analyses rather than latent mathematical factor models.

Hypothetical Factor Architecture

Applying contemporary psychometric theory to the MAQ’s 99 items suggests a multidimensional latent structure across five primary factors:

A contemporary confirmatory factor analysis (CFA) would require testing whether a hierarchical bifactor model (with a general “Managerial Efficacy & Alignment” factor alongside specific sub-dimensions) offers superior fit indices (e.g., Comparative Fit Index [CFI] > .90, Root Mean Square Error of Approximation [RMSEA] < .06) compared to an orthogonal single-factor model.

10. Instrument / Measurement Tool

• Formal Tool Name: Management Attitude Questionnaire (MAQ)
• Classification: 7000 Organizational, Occupational, and Career Development
• Target Population: Adult organizational managers, supervisors, department heads, and executive personnel (Ages 18+)
• Total Item Count: 99 items
• Administration Modality: Paper-and-pencil self-administered inventory
• Estimated Completion Duration: Approximately 45 to 60 minutes
• Response Formats:
  • Forced-Choice Paired Comparisons: The respondent evaluates two contrasting managerial philosophies, workplace decisions, or behavioral reactions, selecting the statement that best reflects their personal orientation or standard practice.
  • Categorical Multiple-Choice Items: The respondent evaluates situational vignettes depicting common organizational dilemmas, selecting from three to five distinct supervisory responses.
• Scoring and Diagnostic Framework: Historically scored using manual overlay keys or tabular diagnostic rubrics. Scores were categorized across thematic dimensions to generate a management profile used for training debriefs and organizational benchmarking.

11. Permissions & Fee and Test Year

Publication and Archive Timeline: Developed during the mid-twentieth century, the Management Attitude Questionnaire represents a historic assessment tool preserved in the special collections of the Archives of the History of American Psychology at the University of Akron. Formal publication year and proprietary copyright registrations are absent from the open historical documentation, placing the physical survey in the public-interest archival record for scholarly historical preservation.

Research Permissions and Archival Access: Qualified researchers, historians of psychological testing, and organizational scholars may access preserved archival holdings, physical examination booklets, and related corporate training manuals through the Center for the History of Psychology at the University of Akron. While historical archival consultation is permitted for educational and non-commercial research, use of the instrument for commercial corporate assessment, modern psychometric adaptation, or broad reproduction requires institutional clearance through the repository’s rights and permissions office.

Fee Status: Archival reproduction and digitization services are subject to institutional processing fees established by the University of Akron libraries. No ongoing commercial licensing or per-administration royalty fees apply to scholarly historical research involving the document.

12. References

• Center for the History of Psychology. (n.d.). Archives of the history of American psychology: Organizational and industrial assessment collection (Catalog Classification 7000). The University of Akron. https://www.uakron.edu/chp/
• Fleishman, E. A. (1953). The description of supervisory behavior. Personnel Psychology, 6(1), 1–6. https://doi.org/10.1111/j.1744-6570.1953.tb01486.x
• Katz, D., & Kahn, R. L. (1966). The social psychology of organizations. John Wiley & Sons.
• Likert, R. (1961). New patterns of management. McGraw-Hill.
• Mayo, E. (1933). The human problems of an industrial civilization. Macmillan.
• McGregor, D. (1960). The human side of enterprise. McGraw-Hill.
• Roethlisberger, F. J., & Dickson, W. J. (1939). Management and the worker. Harvard University Press.
• Stogdill, R. M. (1950). Leadership, membership and organization. Psychological Bulletin, 47(1), 1–14. https://doi.org/10.1037/h0053857
• Taylor, F. W. (1911). The principles of scientific management. Harper & Brothers.

13. Items of the Scale