Factorial and Criterion Validity of Scores of a Measure of Belonging in Youth Development Programs

Many youth development programs, including the Boys & Girls Clubs ofAmerica, feature belonging as a central piece in their theories ofchange. From a psychometric perspective, little is known about measures ofbelonging. This research examined the factorial validity, internal consistency, and predictive validity of scores from one measure of belonging to an after-school youth development program. Confirmatory factor analysis yielded a five-item measure from a calibration analysis that demonstrated “tight” cross validity in a cross-validation sample as well as factorial invariance between females and males. Internal consistency estimates for this 5-item scale exceeded .90 in both samples. Belonging scores were positively related to actual program attendance over a 6-month period, self-reported attendance in the last week, and protective factors found in communities. Belonging scores were moderately and negatively related to community-based risk factors.

[1]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[2]  José M. Tomás,et al.  Rosenberg's Self-Esteem Scale: Two Factors or Method Effects. , 1999 .

[3]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[4]  R. Kanfer,et al.  Equivalence of psychological measurement in heterogeneous populations. , 1985, The Journal of applied psychology.

[5]  R. Abbott,et al.  Preventing adolescent health-risk behaviors by strengthening protection during childhood. , 1999, Archives of pediatrics & adolescent medicine.

[6]  Beverly Turner Supervision and mentoring in child and family social work: The role of the first-line manager in the implementation of the post-qualifying framework , 2000 .

[7]  H W Marsh,et al.  Is More Ever Too Much? The Number of Indicators per Factor in Confirmatory Factor Analysis. , 1998, Multivariate behavioral research.

[8]  Richard F. Catalano,et al.  The social development model: A theory of antisocial behavior. , 1996 .

[9]  P. Bentler MULTIVARIATE ANALYSIS WITH LATENT VARIABLES: CAUSAL MODELING , 1980 .

[10]  A. Panter,et al.  Writing about structural equation models. , 1995 .

[11]  Milbrey W. McLaughlin,et al.  Urban Sanctuaries: Neighborhood Organizations in the Lives and Futures of Inner City Youth , 2001 .

[12]  T. Little,et al.  On selecting indicators for multivariate measurement and modeling with latent variables: When "good" indicators are bad and "bad" indicators are good. , 1999 .

[13]  John Bowlby,et al.  Attachment and Loss. Vol. I. Attachment. , 1970 .

[14]  J. Hawkins Delinquency and crime : current theories , 1996 .

[15]  S. Messick Validity of Psychological Assessment: Validation of Inferences from Persons' Responses and Performances as Scientific Inquiry into Score Meaning. Research Report RR-94-45. , 1994 .

[16]  T. Hirschi Causes of Delinquency. , 1970, British medical journal.

[17]  E. M. Hetherington,et al.  Socialization, personality, and social development , 1983 .

[18]  Freda Kemp Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences , 2003 .

[19]  R. C. Fraley,et al.  Attachment and Loss , 2018 .

[20]  C Loehlin John,et al.  Latent variable models: an introduction to factor, path, and structural analysis , 1986 .

[21]  S. Worchel,et al.  Psychology of intergroup relations , 1986 .

[22]  B. B. Brown,et al.  The Vital Agenda for Research on Extracurricular Influences: A Reply to Holland and Andre , 1988 .

[23]  I. Sigel,et al.  HANDBOOK OF CHILD PSYCHOLOGY , 2006 .

[24]  Valerie E. Lee,et al.  Effects of School Restructuring on the Achievement and Engagement of Middle-Grade Students. , 1993 .

[25]  H W Marsh,et al.  Positive and negative global self-esteem: a substantively meaningful distinction or artifactors? , 1996, Journal of personality and social psychology.

[26]  R. Hoyle Structural equation modeling: concepts, issues, and applications , 1997 .

[27]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[28]  R. Mcgee,et al.  DSM-III disorders from age 11 to age 15 years. , 1992, Journal of the American Academy of Child and Adolescent Psychiatry.

[29]  Robert C. MacCallum,et al.  Alternative Strategies for Cross-Validation of Covariance Structure Models. , 1994, Multivariate behavioral research.

[30]  A. Boomsma Reporting Analyses of Covariance Structures , 2000 .

[31]  R. Baumeister,et al.  The need to belong: desire for interpersonal attachments as a fundamental human motivation. , 1995, Psychological bulletin.

[32]  R. Motl,et al.  The Social Physique Anxiety Scale: an example of the potential consequence of negatively worded items in factorial validity studies. , 2000, Journal of applied measurement.

[33]  Trish,et al.  Protecting adolescents from harm. Findings from the National Longitudinal Study on Adolescent Health. , 1997, JAMA.

[34]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[35]  Bruce Thompson,et al.  The Importance of Structure Coefficients in Structural Equation Modeling Confirmatory Factor Analysis , 1997 .

[36]  J. S. Tanaka "How Big Is Big Enough?": Sample Size and Goodness of Fit in Structural Equation Models with Latent Variables. , 1987 .

[37]  Avshalom Caspi,et al.  Childhood-onset versus adolescent-onset antisocial conduct problems in males: Natural history from ages 3 to 18 years , 1996, Development and Psychopathology.

[38]  G. Bowen,et al.  Social Support Networks and School Outcomes: The Centrality of the Teacher , 2000 .

[39]  D. Cressey,et al.  Principles of Criminology. , 1947 .

[40]  J. O'donnell,et al.  Inner-City Youths Helping Children: After-School Programs to Promote Bonding and Reduce Risk. , 1997 .

[41]  T. Andre,et al.  Participation in Extracurricular Activities in Secondary School: What Is Known, What Needs to Be Known? , 1987 .

[42]  G. A. Avanesov,et al.  The Principles of Criminology , 1982 .

[43]  H. Tajfel,et al.  The Social Identity Theory of Intergroup Behavior. , 2004 .

[44]  M. Burt,et al.  Building Supportive Communities for At-Risk Adolescents: It Takes More Than Services , 1998 .

[45]  B. Thompson,et al.  Factor Analytic Evidence for the Construct Validity of Scores: A Historical Overview and Some Guidelines , 1996 .

[46]  Stewart Cohen,et al.  The Development of Aggression , 1971 .

[47]  K. Mardia Measures of multivariate skewness and kurtosis with applications , 1970 .

[48]  R. MacCallum,et al.  Model modifications in covariance structure analysis: the problem of capitalization on chance. , 1992, Psychological bulletin.

[49]  R. Larson Toward a psychology of positive youth development. , 2000, The American psychologist.

[50]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .