IDEAS home Printed from https://ideas.repec.org/a/eee/cysrev/v156y2024ics0190740923005613.html
   My bibliography  Save this article

An Assessment of the Internal Structure of the Child and Adolescent Needs and Strengths (CANS) Using Two Samples of High-Risk Adolescents

Author

Listed:
  • Childs, Kristina K.
  • Bryson, Sara L.
  • Soderstrom, Melanie F.P.
  • Reed, April

Abstract

The purpose of this study is to test the internal structure of the Child and Adolescent Needs and Strengths (CANS) assessment, a widely used assessment of behavioral health difficulties among youth. The dimensionality and internal consistency of the CANS was examined using Confirmatory Factor Analysis (CFA) and Cronbach’s coefficients. Data were drawn from two separate samples of adolescents (ages 11–17) who completed the CANS as part of a community-based intervention program. The use of two separate samples facilitated assessments of measurement invariance (Sample 1, n = 120; Sample 2, n = 170). Results did not provide strong support for the internal structure of the CANS. Item performance (i.e., standardized factor loadings), explained factor variance (R2), and internal reliability estimates (α) were inconsistent across CANS domains and samples. The implications of these findings for continued use of the CANS domains in jurisdictions across the country are discussed and key areas for future research are outlined.

Suggested Citation

  • Childs, Kristina K. & Bryson, Sara L. & Soderstrom, Melanie F.P. & Reed, April, 2024. "An Assessment of the Internal Structure of the Child and Adolescent Needs and Strengths (CANS) Using Two Samples of High-Risk Adolescents," Children and Youth Services Review, Elsevier, vol. 156(C).
  • Handle: RePEc:eee:cysrev:v:156:y:2024:i:c:s0190740923005613
    DOI: 10.1016/j.childyouth.2023.107365
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0190740923005613
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.childyouth.2023.107365?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sim, Faye & Li, Dongdong & Chu, Chi Meng, 2016. "The moderating effect between strengths and placement on children's needs in out-of-home care: A follow-up study," Children and Youth Services Review, Elsevier, vol. 60(C), pages 101-108.
    2. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    3. Troy, Jesse D. & Torrie, Ryan M. & Warner, Daniel N., 2021. "A machine learning approach for identifying predictors of success in a Medicaid-funded, community-based behavioral health program using the Child and Adolescent Needs and Strengths (CANS)," Children and Youth Services Review, Elsevier, vol. 126(C).
    4. Dunleavy, Alison M. & Leon, Scott C., 2011. "Predictors for resolution of antisocial behavior among foster care youth receiving community-based services," Children and Youth Services Review, Elsevier, vol. 33(11), pages 2347-2354.
    5. Sokol, Rebeccah L. & Li, Juliann & Victor, Bryan G. & Miller, Alison L. & Ryan, Joseph P. & Perron, Brian E., 2020. "Changes in Child and Adolescent Needs and Strengths (CANS) scores over time: A systematic review," Children and Youth Services Review, Elsevier, vol. 112(C).
    6. David Gerbing & James Anderson, 1987. "Improper solutions in the analysis of covariance structures: Their interpretability and a comparison of alternate respecifications," Psychometrika, Springer;The Psychometric Society, vol. 52(1), pages 99-111, March.
    7. Kisiel, Cassandra & Patterson, Nicole & Torgersen, Elizabeth & den Dunnen, Wendy & Villa, Christopher & Fehrenbach, Tracy, 2018. "Assessment of the complex effects of trauma across child serving settings: Measurement properties of the CANS-Trauma Comprehensive," Children and Youth Services Review, Elsevier, vol. 86(C), pages 64-75.
    8. Kraus, David R. & Baxter, Elizabeth E. & Alexander, Pamela C. & Bentley, Jordan H., 2015. "The Treatment Outcome Package (TOP): A multi-dimensional level of care matrix for child welfare," Children and Youth Services Review, Elsevier, vol. 57(C), pages 171-178.
    9. Jaudes, Paula K. & Weil, Lindsey E.G. & Prior, Jennifer M. & Sharp, Douglas P & Holzberg, Mark & McClelland, Gary M., 2016. "Wellbeing of children and adolescents with special health care needs in the child welfare system," Children and Youth Services Review, Elsevier, vol. 70(C), pages 276-283.
    10. Cordell, Katharan D. & Snowden, Lonnie R. & Hosier, Laura, 2016. "Patterns and priorities of service need identified through the Child and Adolescent Needs and Strengths (CANS) assessment," Children and Youth Services Review, Elsevier, vol. 60(C), pages 129-135.
    11. James Anderson & David Gerbing, 1984. "The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 49(2), pages 155-173, June.
    12. Kenneth Bollen, 1984. "Multiple indicators: Internal consistency or no necessary relationship?," Quality & Quantity: International Journal of Methodology, Springer, vol. 18(4), pages 377-385, August.
    13. Weiner, Dana A. & Schneider, Alison & Lyons, John S., 2009. "Evidence-based treatments for trauma among culturally diverse foster care youth: Treatment retention and outcomes," Children and Youth Services Review, Elsevier, vol. 31(11), pages 1199-1205, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cross, Theodore P. & Tran, Steve P. & Betteridge, Eliza & Hjertquist, Robert & Spinelli, Tawny & Prior, Jennifer & Jordan, Neil, 2021. "The relationship of needs assessed at entry into out-of-home care to children and youth’s later emotional and behavioral problems in care," Children and Youth Services Review, Elsevier, vol. 122(C).
    2. Rosanbalm, Katie D. & Snyder, Elizabeth H. & Lawrence, C. Nicole & Coleman, Kanisha & Frey, Joseph J. & van den Ende, Johanna B. & Dodge, Kenneth A., 2016. "Child wellbeing assessment in child welfare: A review of four measures," Children and Youth Services Review, Elsevier, vol. 68(C), pages 1-16.
    3. María Luisa Pajuelo Moreno & Teresa Duarte-Atoche, 2019. "Relationship between Sustainable Disclosure and Performance—An Extension of Ullmann’s Model," Sustainability, MDPI, vol. 11(16), pages 1-33, August.
    4. Ke-Hai Yuan & Ying Cheng & Wei Zhang, 2010. "Determinants of Standard Errors of MLEs in Confirmatory Factor Analysis," Psychometrika, Springer;The Psychometric Society, vol. 75(4), pages 633-648, December.
    5. Clement Stone & Michael Sobel, 1990. "The robustness of estimates of total indirect effects in covariance structure models estimated by maximum," Psychometrika, Springer;The Psychometric Society, vol. 55(2), pages 337-352, June.
    6. Georg Fassott, 2006. "Operationalisierung latenter Variablen in Strukturgleichungsmodellen: Eine Standortbestimmung," Schmalenbach Journal of Business Research, Springer, vol. 58(1), pages 67-88, February.
    7. Üzümcüoğlu Doğa & Polay Mukaddes, 2024. "User Perceptions on the Urban Waterfront Development in the Kyrenia Ancient Harbour, including the Creative Individuals," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 14(1), pages 35-54.
    8. Troy, Jesse D. & Torrie, Ryan M. & Warner, Daniel N., 2021. "A machine learning approach for identifying predictors of success in a Medicaid-funded, community-based behavioral health program using the Child and Adolescent Needs and Strengths (CANS)," Children and Youth Services Review, Elsevier, vol. 126(C).
    9. Vera Carlos & Ricardo Rodrigues, 2016. "Development and Validation of a Self-Reported Measure of Job Performance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 279-307, March.
    10. Habib Alipour & Farzad Safaeimanesh & Arezoo Soosan, 2019. "Investigating Sustainable Practices in Hotel Industry-from Employees’ Perspective: Evidence from a Mediterranean Island," Sustainability, MDPI, vol. 11(23), pages 1-30, November.
    11. Summersett, Faith C. & Jordan, Neil & Griffin, Gene & Kisiel, Cassandra & Goldenthal, Hayley & Martinovich, Zoran, 2019. "An examination of youth protective factors and caregiver parenting skills at entry into the child welfare system and their association with justice system involvement," Children and Youth Services Review, Elsevier, vol. 99(C), pages 23-35.
    12. Sokol, Rebeccah L. & Li, Juliann & Victor, Bryan G. & Miller, Alison L. & Ryan, Joseph P. & Perron, Brian E., 2020. "Changes in Child and Adolescent Needs and Strengths (CANS) scores over time: A systematic review," Children and Youth Services Review, Elsevier, vol. 112(C).
    13. Reyes, Pedro M. & Li, Suhong & Visich, John K., 2012. "Accessing antecedents and outcomes of RFID implementation in health care," International Journal of Production Economics, Elsevier, vol. 136(1), pages 137-150.
    14. Kohei Adachi, 2013. "Factor Analysis with EM Algorithm Never Gives Improper Solutions when Sample Covariance and Initial Parameter Matrices Are Proper," Psychometrika, Springer;The Psychometric Society, vol. 78(2), pages 380-394, April.
    15. Ping, Robert Jr., 2004. "On assuring valid measures for theoretical models using survey data," Journal of Business Research, Elsevier, vol. 57(2), pages 125-141, February.
    16. Leïla Moret & Emmanuelle Anthoine & Hélène Aubert-Wastiaux & Anne Le Rhun & Christophe Leux & Juliette Mazereeuw-Hautier & Jean-François Stalder & Sébastien Barbarot, 2013. "TOPICOP©: A New Scale Evaluating Topical Corticosteroid Phobia among Atopic Dermatitis Outpatients and Their Parents," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-6, October.
    17. Esen ŞAHİN & Melis ATTAR & Aboobakr NIAVAND, 2020. "The Influence of Advertising on Brand Equity of Chabahar Free Zone Tourism Destination (Iran)," Istanbul Management Journal, Istanbul University Business School, vol. 0(88), pages 21-55, June.
    18. Yoon, Junghyun & Lee, Hee Yong & Dinwoodie, John, 2015. "Competitiveness of container terminal operating companies in South Korea and the industry–university–government network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 1-14.
    19. Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    20. Amolo Elvis Juma Amolo & Charles Mallans Rambo & Charles Misiko Wafula, 2024. "Hedging Derivatives and Performance of Renewable Energy Projects in Kenya," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 11(8), pages 619-630, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:cysrev:v:156:y:2024:i:c:s0190740923005613. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/childyouth .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.