Abstract
Purpose
To describe the development of the Healthy Pathways Parent-Report Scales, measures of health, illness, well-being, and achievement among youth in middle childhood and adolescence.
Methods
The Healthy Pathways Scales were derived from the Child Health and Illness Profile (CHIP) instruments. The CHIP domains of Comfort, Risk Avoidance, Satisfaction, and Resilience were modified to reflect advances in child health conceptualization. Classical test and modern psychometric analyses were conducted using data collected from 1,527 parents of children aged 9–14 years. Intra-class correlation and differential item functioning analyses were used to evaluate the extent of child–parent agreement on the Healthy Pathways Scales.
Results
After minor revisions, 11 of the 12 scales were found to measure unidimensional parent-assessed outcomes comprehensively (full range of the latent trait) and efficiently (a minimal number of items). Scales were unbiased by age, gender, and geographic location. The construct validity of the scales was supported by their capacity to differentiate children with and without chronic illnesses and to detect expected age and gender differences. Child–parent agreement was poor to moderate at both the scale and item levels.
Conclusions
The Healthy Pathways Parent-Report Scales may be used to reliably, accurately, and efficiently assess unidimensional aspects of health, illness, well-being, and achievement in clinical and population-based research studies involving youth in middle childhood and adolescence.
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Abbreviations
- CHIP:
-
Child Health and Illness Profile
- CHIP-CE:
-
Child Health and Illness Profile-Child Edition
- CHIP-CE/PRF:
-
Child Health and Illness Profile-child edition/parent-report form
- CHIP-AE:
-
Child Health and Illness Profile-Adolescent Edition
- IRT:
-
Item response theory
- SHCN:
-
Special Health Care Need
- ADHD:
-
Attention deficit hyperactivity disorder
- DIF:
-
Differential item functioning
References
Ravens-Sieberer, U., Erhart, M., Wille, N., Wetzel, R., Nickel, J., & Bullinger, M. (2006). Generic health-related quality-of-life assessment in children and adolescents: Methodological considerations. Pharmacoeconomics, 24(12), 199–1220.
Food and Drug Administration. (2006). Guidance for industry: Patient-reported outcome measures: Use in medical product development to support labeling claims.
DeCivita, M., Reiger, D., Alamgir, A. H., Anis, A. H., FitzGerald, M. J., & Marra, C. A. (2005). Evaluating health-related quality-of-life studies in paediatric populations: Some conceptual, methodological and developmental considerations and recent applications. Pharmacoeconomics, 23(7), 659–685.
Bevans, K. B., Moon, J., Riley, A. W., & Forrest, C. B. (2010). Conceptual and methodological advances in child reported outcomes measurement. Pharmacoeconomics and Outcomes Research, 10(4), 385–396.
Bevans, K., & Forrest, C. B. (2010). The reliability and validity of children’s self-reported health. In W. Ungar (Ed.), Economic evaluation of child health (pp. 33–54). New York: Oxford.
Forrest, C. B., Riley, A. W., Vivier, P. M., Gordon, N. P., & Starfield, B. (2004). Predictors of children’s healthcare use: The value of child versus parental perspectives on healthcare needs. Medical Care, 42(3), 232–238.
Ialongo, N. S., Edelsohn, G., & Kellam, S. G. (2001). A further look at the prognostic power of young children’s reports of depressed mood and feelings. Child Development, 72(3), 736.
Upton, P., Lawford, J., & Eiser, C. (2008). Parent-child agreement across child health-related quality of life instruments: A review of the literature. Quality of Life Research, 17(6), 895–913.
Berra, S., Borrell, C., Rajmil, L., Estrada, M. D., Rodriguez, M., & Riley, A. W. (2006). Perceived health status and use of healthcare services among children and adolescents. European Journal of Public Health, 16(4), 405–414.
Riley, A. W., Forrest, C. B., Starfield, B., Rebok, G., Green, B. F., & Robertson, J. (2004). The parent report form of the CHIP-child edition: Reliability and validity. Medical Care, 42(3), 210–220.
Bevans, K. B., Riley, A. W., & Forrest, C. B. (2010). Development of the healthy pathways child report scales. Quality of Life Research, 19(8), 1195–1214.
Hambleton, R. K., Swaminathan, H., & Rogers, H. J. (1991). Fundamentals of item response theory. Newbury Park, CA: Sage.
Hays, R. D., Morales, L. S., & Reise, S. P. (2000). Item response theory and health outcomes measurement in the 21st century. Medical Care, 38(9 suppl 2), II28–II42.
Ravens-Sieberer, U., Gosch, A., Rajmil, L., Erhart, M., Bruil, J., Power, M., et al. (2008). The KIDSCREEN-52 quality of life measure for children and adolescents: Psychometric results from a cross-cultural survey in 13 European countries. Value in Health, 11(4), 645–658.
Resnick, M. D., Bearman, P. S., Blum, R. W., Bauman, K. E., Harris, K. M., Jones, J., et al. (1997). Protecting adolescents from harm: Findings from the national longitudinal study on adolescent health. Journal of the American Medical Association, 278(10), 823–832.
Sampson, R. J., Raudenbush, S. W., & Earls, F. (1997). Neighborhoods and violent crime: A multilevel study of collective efficacy. Science, 277, 918–924.
Bethell, C. D., Read, D., Stein, R. K., Blumberg, S. J., Wells, N., & Newacheck, P. W. (2002). Identifying children with special health care needs: Development and evaluation of a short screening instrument. Ambulatory Pediatrics, 2(1), 38–48.
Forrest, C. B., Bevans, K. B., Riley, A. W., Crespo, R., & Louis, T. A. (2011). Children with special health care needs and their school outcomes. Pediatrics, 128(2), 303–312.
Langer, M. M., Hill, C. D., Thissen, D., Burwinkle, T. M., Varni, J. W., & DeWalt, D. A. (2008). Item response theory detected differential item functioning between healthy and ill children in quality-of-life measures. Journal of Clinical Epidemiology, 61(3), 268–276.
Muthen, L. K., & Muthen, B. O. (1998–2004). MPlus user’s guide. Los Angeles, CA: Muthen & Muthen.
Bentler, P. M. (1990). Comparative fit indices in structural models. Psychological Bulletin, 107(2), 238–246.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55.
Yen, W. M. (1993). Scaling performance assessments: Strategies for managing local item dependence. Journal of Educational Measurement, 30(3), 187–213.
Linacre, J. (2004). A user’s guide to Winsteps Rasch-model computer program.
Feingold, A., & Mazzella, R. (1998). Gender differences in body image are increasing. Psychological Science, 9(3), 190–196.
Jones, D. C. (2001). Social comparison and body image: Attractiveness comparisons to models and peer among adolescent girls and boys. Sex Roles, 45(9/10), 645–655.
Lewinsohn, P. M., Lewinsohn, M., Gotlib, I. H., Seeley, J. R., & Allen, N. B. (1998). Gender differences in anxiety disorders and anxiety symptoms in adolescents. Journal of Abnormal Psychology, 107(1), 109–117.
Trost, S. G., Pate, R. R., Sallis, J. F., Freedson, P. S., Taylor, W. C., Dowda, M., et al. (2002). Age and gender differences in objectively measured physical activity in youth. Medicine and Science in Sports and Exercise, 34(2), 47–58.
Bjorkqvist, K., Legerspetz, K. M. J., & Kaukiainen, A. (1992). Do girls manipulate and boys fight? Developmental trends in regard to direct and indirect aggression. Aggressive Behavior, 18(2), 117–127.
Crick, N. R., & Grotpeter, J. K. (1995). Relational aggression, gender, and social-psychological adjustment. Child Development, 66(3), 710–722.
Power, T. J. (2006). Collaborative practices for managing children’s chronic health conditions. In L. Phelps (Ed.), Chronic health-related disorders in children: Collaborative medical and psychoeducational interventions. Washington, DC: American Psychological Association.
Birkhart, P. V., Svavarsdottir, E. K., Rayens, M. K., Oakley, M. G., & Orlygsdottir, B. (2009). Adolescents with asthma: Predictors of quality of life. Journal of Advanced Nursing, 65(4), 860–866.
French, D., Carroll, A., & Christie, M. (1998). Health-related quality of life in Australian children with asthma: Lessons for the cross-cultural use of quality of life instruments. Quality of Life Research, 7(5), 409–419.
DeGoede, I. H. A., Branje, S. J. T., & Meeus, W. H. J. (2009). Developmental changes and gender differences in adolescents’ perceptions of friendships. Journal of Adolescence, 32(5), 1105–1123.
Mendez, L. M. R., Mihalas, S. T., & Hardesty, R. (2006). Gender differences in academic development and performance. In G. G. Bear & K. M. Minke (Eds.), Children’s needs III: Development, prevention, and intervention (pp. 553–565). Washington, DC: National Association of School Psychologists.
Piko, B. (2001). Gender differences and similarities on adolescents’ ways of coping. Psychological Record, 51(2), 223–235.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Erlbaum.
Koch, G. G. (1982). Intraclass correlation coefficient. In S. Kotz, N. L. Johnson. (Eds.), Encyclopedia of statistical sciences (pp. 213–217). New York: Wiley.
Brand, S., & Kirov, R. (2001). Sleep and its importance in adolescence and in common adolescent somatic and psychiatric conditions. International Journal of General Medicine, 4(3), 425–442.
Starfield, B. (1973). Health services research: A working model. New England Journal of Medicine, 289(3), 132.
Starfield, B., Bergner, M., Ensminger, M., Riley, A., Ryan, S., & Green, B. (1993). Adolescent health status measurement: Development of the child health and illness profile. Pediatrics, 91(3), 430–435.
Riley, A. W., Forrest, C. B., Rebok, G. W., Starfield, B., Green, B. F., Robertson, J. A., et al. (2004). The child report form of the CHIP-child edition: Reliability and validity. Medical Care, 42(3), 221–231.
Riley, A. W., Spiel, G., Coghill, D., Dopfner, M., Falissard, B., Lorenzo, M. J., et al. (2006). Factors related to health-related quality of life (HRQoL) among children with ADHD in Europe at entry into treatment. European Child and Adolescent Psychiatry, 5(1), 38–45.
Wyrwich, K. W., Nelson, H. S., Tierney, W. M., Babu, A. N., Kroenke, K., & Wolinsky, F. D. (2003). Clinically important differences in health-related quality of life for patients with asthma: An expert consensus panel report. Annals of Allergy, Asthma & Immunology, 91(2), 148–153.
Forrest, C. B., Starfield, B., Riley, A. W., & Kang, M. (1997). The impact of asthma on the health status of adolescents. Pediatrics, 99(3), E1.
Bjorner, J. B., Ware, J. E., Jr., & Kosinski, M. (2003). The potential synergy between cognitive models and modern psychometric models” Quality of life research: an international journal of quality of life aspects of treatment. Care and rehabilitation, 12(3), 261–274.
Center for Disease Control and Prevention. YRBSS 2009 questionnaires and item rationale. 2009. Retrieved September 3, 2009, from http://www.cdc.gov/HealthyYouth/yrbs/questionnaire_rationale.htm.
Acknowledgments
The project described was supported by Grant Number R01HD048850 from the National Institute of Child Health and Human Development. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institute of Child Health and Human Development or the National Institutes of Health. We sincerely appreciate Dr. Richard Crespo’s contribution to the conceptualization of the Healthy Pathways Scales. We are indebted to our many collaborators in the participating school districts.
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Bevans, K.B., Riley, A.W. & Forrest, C.B. Development of the Healthy Pathways Parent-Report Scales. Qual Life Res 21, 1755–1770 (2012). https://doi.org/10.1007/s11136-012-0111-0
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DOI: https://doi.org/10.1007/s11136-012-0111-0