A Four-Stage Factor Analytic Approach to Studying Behavioral Domains

Four stages in factor analyzing behavioral do mains are outlined using a measure of mental well- being or self-actualization, the Personal Orientation Inventory (POI), as an example. The stages are (1) exploratory analysis to assess the number of fac tors ; (2) developing viable factor names that are based on theoretical arguments and ensuring that each factor consists of subscales that many re searchers agree appropriately load on the factor; (3) assessing the goodness of fit using confirmatory fac tor analysis; and (4) cross-validating the hypothesis on new data sets. After such an analysis it is claimed that the latent structure of the POI relates to the factors Sensitivity to Self and to Others, Per ception of Reality, Acceptance of Present Self, and Strongly Principled Yet Flexible When Confronting Others.

[1]  Robert J. Wherry,et al.  Multiple Factor Analysis: A Development and Expansion of "The Vectors of the Mind" , 1948 .

[2]  J P GUILFORD,et al.  When not to factor analyze. , 1952, Psychological bulletin.

[3]  A. Maslow Motivation and Personality , 1954 .

[4]  E. Shostrom An Inventory for the Measurement of Self-Actualization , 1964 .

[5]  M. S. Rogers,et al.  NOTE OF CAUTION ON THE FACTOR ANALYSIS OF THE MMPI. , 1965, Psychological bulletin.

[6]  W. L. Bashaw,et al.  Further comments on the internal structure of the MMPI. , 1966, Psychological bulletin.

[7]  R. Mogar,et al.  Stability and Internal Consistency of a Measure of Self-Actualization , 1967, Psychological reports.

[8]  Is Item Overlap Responsible for a “Built-in” Factor Structure? , 1968 .

[9]  R. Mcdonald A GENERALIZED COMMON FACTOR ANALYSIS BASED ON RESIDUAL COVARIANCE MATRICES OF PRESCRIBED STRUCTURE , 1969 .

[10]  V. Damm Overall Measures of Self-Actualization Derived From the Personal Orientation Inventory , 1969 .

[11]  Item Overlap and the “Built-In” Factor Structure of the Personal Orientation Inventory , 1972, Psychological reports.

[12]  D. Tosi,et al.  A Factor Analysis of the Personal Orientation Inventory , 1972 .

[13]  R. Knapp,et al.  Comparative Validity of the Logically Developed Versus "Purified" Research Scales for the Personal Orientation Inventory , 1973 .

[14]  E. Shostrom Comment on a test review: The Personal Orientation Inventory. , 1973 .

[15]  M. Lorr,et al.  Analysis of a self-actualization scale: the POI. , 1974, Journal of clinical psychology.

[16]  D. Tosi,et al.  The measurement of self-actualization: a critical review of the Personal Orientation Inventory. , 1975, Journal of personality assessment.

[17]  Stephen E. Fienberg,et al.  Discrete Multivariate Analysis: Theory and Practice , 1976 .

[18]  Jack E. Davis,et al.  The Personal Orientation Inventory: Internal Consistency, Stability, and Sex Differences , 1975 .

[19]  R. Starrett Modifications of the Personal Orientation Inventory for improved specific trait prediction. , 1976, Journal of Consulting and Clinical Psychology.

[20]  Frederick Mosteller,et al.  Data Analysis and Regression , 1978 .

[21]  J. A. Oakland A Critique of Shostrom's Personal Orientation Inventory , 1978 .

[22]  R. P. McDonald,et al.  A simple comprehensive model for the analysis of covariance structures , 1978 .

[23]  Willem E. Saris,et al.  Detection of Specification Errors in Linear Structural Equation Models , 1979 .