Cited by 33Child Welfare and AdoptionGeriatric Care and Nursing HomesSocial Work Education and Practice

Improving relationship quality in group care settings: The impact of implementing the CARE model

Open access
Izzo, Charles V., Smith, Elliott G., Sellers, Deborah E., Holden, Martha J., Nunno, Michael A.·2020·Children and Youth Services Review

Abstract

The current study examined the effects of implementing a new program model on the quality of relationships between direct care providers and residents in group care agencies. Children and Residential Experiences (CARE), an organization-wide program model that involves a range of structural change and staff-development activities, was implemented in 13 group care agencies in one Southeastern state. CARE implementation lasted three years and involved the application of six evidence-informed principles throughout the organization in order to create more therapeutic environments and improve the quality of care for children. We used a stepped-wedge design in which one cohort of agencies began CARE immediately and a second cohort waited 12 months before beginning, allowing them to serve as a comparison group during the waiting period. Children in each agency were surveyed annually about the perceived quality of their relationships with staff using a new instrument developed for this study. Results of a linear mixed model indicated that after accounting for clustering at the agency and cottage levels and controlling for several important covariates, child perceptions of relationship quality increased significantly in the three years after CARE implementation began. The strength of the CARE effect was stronger for residents with several previous placements, but did not differ by age, gender, race, length of stay, DSS referral, or problem behavior. Results provide evidence that supports the effectiveness of CARE as an intervention to help group care agencies improve the quality of children's daily interactions with caregiving staff, a critical aspect of their experience while living in care. The process requires a long-term commitment and an organization-wide focus on serving the best interests of children.

AI snapshot

Written from the paper’s full text.

TL;DR

In a stepped-wedge quasi-experimental study of 13 group care agencies, implementing the CARE model was associated with significant increases in children’s perceived relationship quality with direct-care staff over three years. Effects were stronger for children with two or more previous placements and did not differ by age, gender, race, length of stay, DSS referral, or problem behavior.

Key findings

  • After accounting for clustering and covariates, child perceptions of relationship quality increased significantly from Pre-CARE to CARE implementation: adjusted YPRQ means were 3.0 during Pre-CARE and 3.25–3.40 during implementation, with Cohen’s d effect sizes of 0.21–0.35.
  • The only statistically significant moderator was number of previous placements: the Year 3 CARE effect was stronger for children with 2 or more previous placements (0.83, 95% CI [0.40, 1.28]) than for those with one or fewer placements or unknown placement history (0.11, 0.23, and 0.45, respectively).
  • On the secondary IPPA measure, the Year 3 CARE effect was statistically significant (mean difference = 0.34, 95% CI [0.02, 0.66], p = .038), while Years 1 and 2 were not. YPRQ and IPPA scores were highly correlated (r = 0.84, p < .0001), and YPRQ internal reliability was high (Cronbach’s alpha = 0.93).
  • Pre-CARE YPRQ scores showed no cohort or time differences, and Cohort 2 scores remained stable during the 12-month waiting period. Site A was excluded as an outlier; with Site A included, only the Year 1 CARE effect was statistically significant.

Methods

  • Stepped-wedge quasi-experimental design: 13 agencies in one Southeastern state were non-randomly assigned to two cohorts; Cohort 1 began CARE immediately in 2010, and Cohort 2 waited 12 months before beginning. Annual child surveys were conducted over the three-year implementation period.
  • Parent/guardian consent was sought for 1,118 children; complete child surveys were obtained for 733 children (65.6%), and an additional 65 were excluded for missing staff-reported SDQ data. Most children completed only one survey; primary analyses excluded Site A, with Fig. 5 reporting 12 sites and n = 592.
  • Measures and analysis: the 33-item Youth Perceptions of Relationship Quality (YPRQ) was the primary measure, with a modified Inventory of Parent and Peer Attachment (IPPA) as secondary. A linear mixed model included random effects for cottage*agency*time and agency*time, fixed effects for a 9-category design group, and covariates including agency OSC profile, parent organization, child gender, race, age, DSS referral, previous placements, log length of stay, and SDQ Total Difficulties.

Limitations

  • Stated: the study lacked a true no-treatment comparison group, included only two cohorts/steps, and agencies may have differed on unmeasured variables; the number and selection of agencies limit generalizability; the OSC has not been validated in group care settings; and the study says little about mechanisms of change or implementation fidelity.
  • Stated: although most agencies improved, some did not, and Site A showed a substantial decline in relationship quality between baseline and Year 3; the authors note possible statistical regression, leadership changes, or difficulty transitioning from a pre-existing program model.
  • Evident from the text: agencies were not randomly assigned to cohorts, the primary YPRQ measure was newly developed for this study, and the IPPA was sometimes skipped when administrators judged children might have difficulty sustaining attention or become fatigued.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.childyouth.2019.104623

Cites

111 of 111 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

16 of 54 cited sources checked · 6 supported · 1 flagged · accuracy not yet measured

  • Interpretationcitation

    It is one of the few evaluations of a residential program model including more than one or two agencies.

    “It is one of the few evaluations of a residential program model including more than one or two agencies (Farmer, Murray, Ballentine, Rauktis, & Burns, 2017;Lee & Thompson, 2008).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Farmer, Murray, Ballentine, Rauktis, & Burns, 2017 source
    • cites Lee & Thompson, 2008 source

      The Discussion (page unavailable) says both programs evaluated in this study were administered by the same organization, Girls and Boys Town. The paper therefore does not describe an evaluation spanning more than one or two agencies; its claim to novelty concerns comparing two care types that followed the same treatment model. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    Positive relational experiences with a trusted adult can strengthen basic psychological resources that enable young people to regulate their emotions and behaviors.

    “Each positive relational experience with a trusted adult can strengthen the basic psychological resources that enable young people to regulate their emotions and behaviors”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Feeney & Collins, 2015 source

      In “Situation-Relevant Behaviors, Resources, and Outcomes” (page unavailable), the paper predicts that receiving support improves self-regulation, including control of emotions and behavior. It does not establish that each positive experience with a trusted adult strengthens these resources in young people specifically; its prediction concerns supportive relationships more generally. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    CARE creates optimal conditions for the success of other individual-level programs being implemented within agencies.

    “and also creates optimal conditions for the success of other individual-level programs being implemented within agencies”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Trieschman, Whittaker, & Brendtro, 1969

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Whittaker et al., 2016 source

      The References section cites a chapter about quality improvement using the CARE model, but it does not say that CARE creates optimal conditions for other individual-level programs to succeed. Searches for CARE, organizational conditions, and individual-level programs found no passage in our copy making that claim; page numbers were not available. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Premisecitation

    Relationships shape cognitive and neurobiological networks that support social and executive functioning.

    “Over time, relationships also shape the cognitive and neurobiological networks that support social and executive functioning”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Blakemore & Choudhury, 2006 source

      The 'Development of social cognition' section (page unavailable) says that the social world can leave an imprint on synaptic pruning and that new social experiences may influence social cognitive development. The 'Development of executive function' section links executive-function development to frontal-cortex maturation, but does not say that relationships shape those networks. The citing sentence also states the relationship as fact where the paper hedges the effect of social experiences. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Premisecitation

    Only a few evaluations of program models for group care settings have reported intervention effects on the quality of relationships between children and staff.

    “only a few evaluations of program models for group care settings have reported intervention effects on the quality of relationships between children and staff”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Crosland et al., 2008 source
    • cites McCall et al., 2010 source
    • cites Hermenau, Goessmann, Rygaard, Landolt, & Hecker, 2016 source
  • May combine two claims. 37
  • Classified as probably not a substantial claim. 45
  • May combine two claims.

    Premisecitation

    Children's positive relationships with caregivers predict improved behavioral and emotional functioning and are associated with fewer iatrogenic effects of residential placement.

    “research conducted in group care settings has found that children's positive relationships with caregivers predicts improved behavioral and emotional functioning, and is associated with fewer iatrogenic effects of residential placement”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Duppong-Hurley, Lambert, Gross, Thompson, & Farmer, 2017 source
    • cites Farmer, Murray, Ballentine, Rauktis, & Burns, 2017 source
    • cites Southerland, Mustillo, Farmer, Stambaugh, & Murray, 2009 source

      The Discussion (page unavailable) reports that better relationships between youth and treatment parents in therapeutic foster care were associated with better emotional and behavioral functioning. But this was a cross-sectional study, so it did not establish prediction or causation. Our copy does not report findings from group care settings or an association with fewer iatrogenic effects of residential placement. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    CARE is based on the philosophy that enhancing the quality of relationships between children and direct-care staff across the organization and fostering more positive daily interactions contributes to children's recovery and growth.

    “CARE is based on the philosophy that enhancing the quality of relationships between children and direct-care staff across the organization and fostering more positive daily interactions contributes to children's recovery and growth”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Trieschman, Whittaker, & Brendtro, 1969

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Whittaker et al., 2016 source

      The References section lists a chapter on the CARE model, but does not describe CARE’s philosophy. Searches for CARE, staff–child relationships, daily interactions, and recovery found no passage in our copy that establishes the attributed claim; no page number is available for the reference passage. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    The stepped-wedge design is a quasi-experimental design commonly used to evaluate organization-wide interventions.

    “The stepped-wedge is a quasi-experimental design commonly used to evaluate organization-wide interventions”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites Handley, Lyles, McCulloch, & Cattamanchi, 2018 source
    • cites Highfield et al., 2015 source

      Methods > Trial design describes this study as a non-randomized stepped-wedge evaluation in which clinics implement the intervention at staggered times. That supports the design as an example for evaluating a clinic-level intervention, but the paper does not establish that stepped-wedge designs are commonly used for organization-wide interventions or that they are necessarily quasi-experimental; it also discusses randomized stepped-wedge trials. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    Rich relational environments that stimulate positive social interaction among children and adults and foster a sense of belonging are essential for healthy growth and thriving in any child service setting.

    “Perhaps equally important, agencies must also focus on creating rich relational environments that stimulate positive social interaction among children and adults and foster a sense of belonging, factors that are essential for healthy growth and thriving in any child service setting (Allen & Tan, 2016;Baumeister & Leary, 1995;Feeney & Collins, 2015;Holt-Lunstad, Robles, & Sbarra, 2017;Pianta, Hamre”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Allen & Tan, 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Baumeister & Leary, 1995 source
    • cites Feeney & Collins, 2015 source

      The ‘Relational Support Functions as Predictors of Thriving’ section says that well-functioning close relationships are fundamental to thriving, and ‘Elaboration on Support Functions’ describes a network of responsive relationships as an optimal environment. These passages support the general importance of relationships, but do not establish that agencies must create such environments or that they are essential in every child service setting. Page numbers were not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    The model is rooted in the core idea that a critical pathway for healing and growth among children in group care is through experiencing a consistent pattern of positive, reciprocal interactions with supportive adults.

    “The model is rooted in the core idea that a critical pathway for healing and growth to occur among children in group care is through experiencing a consistent pattern of positive, reciprocal interactions with supportive adults”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Bronfenbrenner & Morris, 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Li & Julian, 2012 source
    • cites Schuengel & van IJzendoorn, 2001 source

      In “Patient-staff relationships,” the review says stable relationships and secure-base support are important in institutional care. On p. 313, it says a secure patient-staff attachment may offer a corrective experience. But it treats that benefit as conditional and notes difficulties and risks; it does not establish consistent, positive, reciprocal interactions as a critical pathway to healing and growth for children in group care generally. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    CARE is an organizational intervention that provides ongoing consultation, training and technical assistance to help group care agencies create a more therapeutic environment.

    “CARE is an organizational intervention that provides ongoing consultation, training and technical assistance to help group care agencies create a more therapeutic environment”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Holden, 2009

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Holden, Anglin, Nunno, & Izzo, 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Holden & Sellers, 2019 source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Premisecitation

    Achieving the goal of improving outcomes for children requires sustained commitment, agency-wide education, and critical reflection about existing beliefs and norms, all within the context of a coherent program model centered around the best interests of children.

    “As highlighted by Anglin (2011) and others (Bryson et al., 2017;Whittaker et al., 2016), achieving this goal requires sustained commitment, agency-wide education, and critical reflection about existing beliefs and norms, all within the context of a coherent program model centered around the best interests of children.”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Anglin (2011)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Bryson et al., 2017 source
    • cites Whittaker et al., 2016 source

      The Basic principles section calls for a child-development-focused program that is carefully implemented and continually evaluated. The concluding research agenda identifies targeted training and critical evaluation as ways to support residential-care staff. Neither passage specifies sustained commitment, agency-wide education, or reflection on existing beliefs and norms as requirements for improving outcomes. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    The CARE effect did not differ by age, gender, race, length of stay, DSS referral, or problem behavior.

    “but did not differ by age, gender, race, length of stay, DSS referral, or problem behavior.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Post-hoc analyses indicated that the proportion of children in Cohort 1 with 2 or more placements steadily decreased over time, while in Cohort 2, the proportion in each placement category varied over time but did not follow a consistent pattern.

    “Post-hoc analyses (not shown) indicated that the proportion of children in Cohort 1 with 2 or more placements steadily decreased over time, while in Cohort 2, the proportion in each placement category varied over time but did not follow a consistent pattern.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The mean YPRQ score was 3.0 during the Pre-CARE period and ranged from 3.25 to 3.40 during CARE implementation.

    “YPRQ estimates at each year of CARE implementation, derived from the Design Group variable, showed that the mean YPRQ score was 3.0 during the Pre-CARE period and during CARE implementation, scores ranged from 3.25 to 3.40 (see Fig. 5).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The results of the IPPA were comparable with those of the YPRQ unless otherwise stated.

    “Unless otherwise stated, the results of the IPPA were comparable with those of the YPRQ.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Older children and children with higher SDQ Total Difficulties scores had lower YPRQ scores, on average.

    “Older children and children with higher SDQ Total Difficulties scores had lower YPRQ scores, on average.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The test of cohort equivalence at the start of the study in 2010 was not statistically significant, nor was the test of baseline equivalence between Cohort 1 in 2010 and Cohort 2 in 2011.

    “The test of cohort equivalence at the start of the study in 2010 was not statistically significant, nor was the test of baseline equivalence between Cohort 1 in 2010 and Cohort 2 in 2011.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    With Site A included, the CARE effect at Year 1 was different from zero, but the CARE effects at Years 2 and 3 were not.

    “Tests of the CARE effect with Site A included in the analysis indicate that, based on null hypothesis testing at α = 0.05, the CARE effect at Year 1 was different from zero, but the CARE effects at Years 2 and 3 were not.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Over the five-year study period, the composition of the sample remained consistent with regard to age, gender, race, SDQ score, referral source, and length of stay.

    “Over the five-year study period, the composition of the sample remained consistent with regard to age, gender, race, SDQ score, referral source, and length of stay.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Only number of previous placements reached statistical significance and an interaction between cohort and year was found.

    “Only number of previous placements reached statistical significance and an interaction between cohort and year was found.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For the IPPA, the Cohort Equivalence and Cohort 2 Stability tests were not statistically significant, while the Baseline Equivalence test was statistically significant (mean difference = -0.53, 95% CI [-1.04, -0.01], p = .045).

    “For the three pre-CARE contrasts, the Cohort Equivalence and Cohort 2 Stability tests were not statistically significant, as expected, while the Baseline Equivalence test was statistically significant (mean difference = -0.53,95% CI [-1.04, -0.01], p = .045).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    Although the CARE implementation model provided a standard progression of activities, implementation unfolded in unique ways at each agency, and many developed their own innovative strategies to apply the CARE principles.

    “Although the CARE implementation model provided a standard progression of activities, implementation unfolded in unique ways at each agency, and many developed their own innovative strategies to apply the CARE principles.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For the IPPA, Years 1 and 2 CARE effects were not statistically significant, while Year 3 was statistically significant (mean difference = 0.34, 95% CI [0.02, 0.66], p = .038).

    “Years 1 and 2 were not statistically 32 [0.07, 0.57], p = .013Random Effects Site*Time 0.012 0.020 [0.000, 0.338] Site*Time*Cottage 0.123 0.032 [0.074, 0.207] Residual 0.346 0.024 [0.302, 0.396] significant, while Year 3 was statistically significant (mean difference = 0.34, 95% CI [0.02, 0.66], p = .038)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Site A had a positive influence score of 0.15; when Site A was removed, the estimate of the Year 3 CARE effect increased from 0.17 to 0.32.

    “As can be seen in Fig. 6, Site A had a positive influence score of 0.15; that is, when Site A was removed the estimate of the Year 3 CARE effect increased from 0.17 to 0.32.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Compared to Cohort 1, children in Cohort 2 were more likely to be older, male, non-white, and referred through DSS.

    “compared to Cohort 1, children in Cohort 2 were more likely to be older, male, non-white, and referred through DSS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Intraclass correlations were 0.32 at the cottage level and 0.05 at the site level.

    “Intraclass correlations, computed with intercept-only models, were 0.32 at the cottage level and 0.05 at the site level.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The increase in YPRQ peaked at 0.40 at the end of the first year and decreased slightly in subsequent years.

    “The increase peaked at 0.40 at the end of the first year and decreased slightly in subsequent years.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    One agency (Site A) had an average Pre-CARE YPRQ score of 4.1, while most agencies ranged from 2.5 to 3.5.

    “although Pre-CARE scores for most agencies ranged from 2.5 to 3.5, one agency had an average score of 4.1 (see Fig. 4).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Most agencies showed improvement over time, some agencies did not, and one agency (Site A) showed a substantial decline in relationship quality between baseline and Year 3.

    “Lastly, although most agencies showed improvement over time, some agencies did not, and one agency (Site A) showed a substantial decline in relationship quality between baseline and Year 3.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For Year 1, t(39.5) = 2.26, p = 0.030, 95% CI [0.03, 0.56]; for Year 2, t(40.1)= 1.13, p = 0.265, 95% CI [-0.12, 0.43]; for Year 3, t(38.5)= 1.19, p = 0.243, 95% CI [-0.12, 0.46].

    “For Year 1, t(39.5) = 2.26, p = 0.030, 95% CI [0.03, 0.56]; for Year 2, t(40.1)= 1.13, p = 0.265, 95% CI [-0.12, 0.43]; for Year 3, t(38.5)= 1.19, p = 0.243, 95% CI [-0.12, 0.46].”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The pattern of effects for the covariates differed somewhat from that observed for the YPRQ; however, the results of the six planned contrasts were similar to what we found with the YPRQ, though not as strong.

    “The pattern of effects for the covariates differed somewhat from that observed for the YPRQ; however, the results of the six planned contrasts were similar to what we found with the YPRQ, though not as strong.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Across the full sample of 733 surveys, the unadjusted YPRQ mean and median were both 3.3, indicating a symmetric distribution located at the center of the 5-point Likert scale.

    “Across the full sample of 733 surveys, the unadjusted YPRQ mean and median were both 3.3, indicating a symmetric distribution located at the center of the 5-point Likert scale.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    After controlling for several important variables, the perceived quality of child-adult relationships within agencies increased significantly after CARE implementation began, with improvements observed at the end of each year of CARE implementation.

    “With regard to the first research question, results indicated that, after controlling for several important variables, the perceived quality of child-adult relationships within agencies increased significantly after CARE implementation began, with improvements observed at the end of each year of CARE implementation.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The CARE model was implemented with sufficient fidelity and uniformity across agencies to attribute observed relationship quality improvements to CARE.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At baseline, Cohort 1 and Cohort 2 differed significantly in the proportion of males (F(1,183)=5.72, p=.018).

    “| Male | 55.8% | 41.1% | 73.3% | F(1, 183) = 5.72 | F(4, 184) = 0.47 | F(3, 183) = 0.25 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | p = .018 | p = .761 | p = .864 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    There was a significant cohort by year interaction for previous placements (F(9,289)=2.47, p=.010).

    “| Previous Placements | | | | F(3, 287) = 5.94 | F(12, 302) = 1.72 | F(9, 289) = 2.47 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | | p = .001 | p = .063 | p = .010 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At baseline, Cohort 1 and Cohort 2 differed significantly in age (F(1,45)=10.92, p=.002).

    “| Age (years) | 14.8 (2.2) | 14.5 (2.2) | 15.2 (2.1) | F(1, 45) = 10.92 | F(4, 45) = 0.49 | F(3, 45) = 0.23 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | p = .002 | p = .743 | p = .876 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At baseline, Cohort 1 and Cohort 2 differed significantly in the proportion with DSS custody (F(1,183)=14.53, p<.001).

    “| DSS Custody | 40.0% | 30.0% | 52.0% | F(1, 183) = 14.53 | F(4, 185) = 0.97 | F(3, 182) = 0.81 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | p < .001 | p = .424 | p = .489 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At baseline, Cohort 1 and Cohort 2 differed significantly in the proportion of non-White youth (F(1,178)=14.49, p<.001).

    “| Non-White | 27.9% | 18.9% | 38.7% | F(1, 178) = 14.49 | F(4, 174) = 1.32 | F(3, 178) = 0.12 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | p < .001 | p = .264 | p = .950 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At baseline, Cohort 1 and Cohort 2 differed significantly in previous placements (F(3,287)=5.94, p=.001).

    “| Previous Placements | | | | F(3, 287) = 5.94 | F(12, 302) = 1.72 | F(9, 289) = 2.47 |”
    • Also stated in: § Declaration of Competing Interests · plain
      “| | | | | p = .001 | p = .063 | p = .010 |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The YPRQ was designed such that most items asked respondents to report on their experience within the context of specific scenarios commonly experienced in residential settings.

    “The YPRQ was designed such that most items asked respondents to report on their experience within the context of specific scenarios that are commonly experienced in residential settings”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    Steps were taken to monitor and prevent sharing of CARE-related information across cohorts.

    “Given the potential for contamination across cohorts, we took steps to monitor and prevent sharing of CARE-related information.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The YPRQ included 33 items generated based on a review of the scientific literature and focus groups with children from non-study agencies.

    “Developed for the current study, the YPRQ included 33 items that were generated based on a review of the scientific literature and focus groups with children from non-study agencies.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The Youth Perceptions of Relationship Quality (YPRQ) was designed to be salient to the unique conditions of children living in group care settings.

    “The Youth Perceptions of Relationship Quality (YPRQ) was our primary measure of relationship quality, as it was designed to be salient to the unique conditions of children living in group care settings.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All assessment procedures were approved by the Cornell University Institutional Review Board.

    “All assessment procedures were approved by the Cornell University Institutional Review Board.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    CARE is an organization-wide program model that involves a range of structural change and staff-development activities.

    “Children and Residential Experiences (CARE), an organization-wide program model that involves a range of structural change and staff-development activities”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    CARE was implemented and assessed at multiple agencies across the state, which helped eliminate selection bias as a concern.

    “as did the fact that CARE was implemented and assessed at multiple agencies across the state.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    CARE implementation lasted three years and involved the application of six evidence-informed principles throughout the organization.

    “CARE implementation lasted three years and involved the application of six evidence-informed principles throughout the organization”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    Although no factors were identified empirically, the YPRQ was designed to reflect constructs pertaining to children's relational experiences with staff.

    “Although no factors were identified empirically, the measure was designed to reflect the following constructs pertaining to children's relational experiences with staff:”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The Inventory of Parent and Peer Attachment (IPPA) was included as a secondary measure of relationship quality and as a source of construct validity for the YPRQ.

    “The Inventory of Parent and Peer Attachment (IPPA; Armsden & Greenberg, 1987) was included as a secondary measure of relationship quality, as well as a source of construct validity for the YPRQ.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Armsden & Greenberg, 1987 source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisecitation

    CARE implementation is an intensive and complex organizational process that calls for substantive changes in role expectations, theoretical perspective, organizational priorities and norms.

    “Ultimately, CARE implementation is an intensive and complex organizational process that calls for substantive changes in role expectations, theoretical perspective, organizational priorities and norms.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Most other empirically-supported models are based on studies at a single agency, making it difficult to know the extent to which findings were influenced by unique conditions at those locations.

    “Most other empirically-supported models are based on studies at a single agency (Elwyn, Esaki, and Smith, 2015;Hodgdon et al., 2013;McCall et al., 2010;McCurdy & McIntyre, 2004;Morral, McCaffrey, & Ridgeway, 2004;Rivard, Bloom, McCorkle, & Abramovitz, 2005), making it difficult to know the extent to which findings were influenced by unique conditions at those locations.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Elwyn, Esaki, and Smith, 2015 source
    • cites Hodgdon et al., 2013 source
    • cites McCall et al., 2010 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Our results say little about the mechanism of change responsible for the improvements in relational quality.

    “Our results say little about the mechanism of change responsible for the improvements in relational quality.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation

    Use of a coherent program model such as CARE helps to accomplish the goal of creating rich relational environments by offering a sound philosophy that creates congruence across the entire agency and aligns everyone's efforts around creating a consistent, coherent experience for children.

    “Use of a coherent program model such as CARE helps to accomplish this challenging goal by offering a sound philosophy that creates congruence across the entire agency, and aligns everyone's efforts around creating a consistent, coherent experience for children (Anglin, 2002).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Anglin, 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Our assessment of agency-level factors was limited.

    “Our assessment of these factors was limited.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    We have no evidence about how this transition may have occurred in our agencies.

    “We have no evidence about how this transition may have occurred in our agencies, however.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The statistical model included all variables as fixed effects covariates, regardless of statistical significance, to account for baseline differences across cohort and time period.

    “To account for these baseline differences across cohort and time period, our statistical model included all variables as fixed effects covariates, regardless of statistical significance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    These children's history of disrupted relationships with past caregivers may have made them particularly responsive to the enhancements made by agencies as they put the CARE principles into practice.

    “Given that placement disruption can influence children's relationships with care providers (Rauktis et al., 2005), this finding may suggest that these children's history of disrupted relationships with past caregivers made them particularly responsive to the enhancements made by agencies as they put the CARE principles into practice.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rauktis et al., 2005

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Interpretationown data

    Because the current study is based on direct reports from children, it provides an important complement to the existing studies which rely on administrative data and staff report.

    “Because the current study is based on direct reports from children, it provides an important complement to the existing studies which rely on administrative data and staff report.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    The YPRQ was designed to capture key aspects of relationships between children and caregivers that are associated with engagement, growth, and wellbeing.

    “It was designed to capture key aspects of relationships between children and caregivers that are associated with engagement, growth, and wellbeing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    CARE may have helped staff become more capable and purposeful about meeting the unique relational needs of these children.

    “It is also possible that CARE may have helped staff become more capable and purposeful about meeting the unique relational needs of these children.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The improved relationship quality scores may suggest that CARE consultants' efforts succeeded in changing how staff approached their work with children, reflecting more trauma sensitive responses, greater autonomy support and flexibility, competence-building, and prioritizing relationship quality over punishment and power struggles.

    “Although our study did not examine these implementation processes directly, the improved relationship quality scores we observed may suggest that their efforts succeeded in changing how staff approached their work with children, reflecting more trauma sensitive responses, greater autonomy support and flexibility, competencebuilding, and prioritizing relationship quality over punishment and power”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The CARE model was implemented with sufficient fidelity and uniformity across agencies to attribute observed relationship quality improvements to CARE.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Accomplishing these changes requires a multi-year effort by administration and leadership to support and sustain the process.

    “Accomplishing these changes requires a multi-year effort by administration and leadership to support and sustain the process”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Anglin, 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    We were unable to test for moderation with OSC because there were too few Cohort 2 agencies with positive OSC profiles at the start of the study.

    “We were unable to test for moderation with OSC because there were too few Cohort 2 agencies with positive OSC profiles at the start of the study.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Leadership changes at the agency may have contributed to the decline in Site A.

    “Leadership changes at the agency may have contributed as well.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    It is unclear whether the OSC assesses dimensions of organizational functioning that are most salient for these agencies.

    “It is unclear whether it assesses dimensions of organizational functioning that are most salient for these agencies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The stepped-wedge design allowed us to demonstrate that observed changes were not likely due to a secular trend affecting agencies throughout the region, because scores in Cohort 2 agencies remained stable during the Pre-CARE period.

    “Specifically, the stepped-wedge design allowed us to demonstrate that observed changes were not likely due to a secular trend affecting agencies throughout the region (i.e., scores in Cohort 2 agencies remained stable during the Pre-CARE period).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The CARE model was implemented with sufficient fidelity and uniformity across agencies to attribute observed relationship quality improvements to CARE.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    This need for professional learning and support is especially acute in group care settings.

    “This need is especially acute in group care settings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    The change may have been more troublesome when shifting from a longstanding program model, especially if aspects of the new model were perceived as incompatible, generated resistance or conflict among staff, or if the process did not result in a coherent milieu across the agency.

    “The change may have been more troublesome, however, when shifting from a longstanding program model, especially if aspects of the new model were perceived as incompatible, generated resistance or conflict among staff, or if the process did not result in a coherent milieu across the agency.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Although differences between cohorts were accounted for statistically, those agencies may have differed on other variables that were not measured.

    “Furthermore, although differences between cohorts were accounted for statistically, those agencies may have differed on other variables that were not measured.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The decline in Site A may have been related to difficulties transitioning to CARE from their pre-existing program model.

    “However, we must also consider the possibility that the decline was related to difficulties transitioning to CARE from their pre-existing program model.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Premisenone given

    It is typical to find that agencies face many challenges when adjusting their policies and practices to adapt to a new philosophy of service.

    “It is typical to find that agencies face many challenges when adjusting their policies and practices to adapt to a new philosophy of service.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The OSC, although validated in some child service settings, has not been validated in group care settings like the ones represented in this study.

    “The OSC, although validated in some child service settings, has not been validated in group care settings like the ones represented in this study.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    The YPRQ score was highly correlated with the modified IPPA score (r = 0.84, p < .0001), providing a good indicator of construct validity.

    “The YPRQ score was highly correlated with the modified IPPA score (r = 0.84, p < .0001),providing a good indicator of construct validity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    The YPRQ showed high internal reliability and its validity was demonstrated by its high correlations with established measures of social and emotional functioning and relationship quality.

    “It showed high internal reliability and its validity was demonstrated by its high correlations with established measures of social and emotional functioning and relationship quality.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    These findings demonstrate the disproportionate influence of Site A on estimates of the CARE effect, which is large enough to affect interpretation of the results.

    “These findings demonstrate the disproportionate influence of Site A on estimates of the CARE effect, which is large enough to affect interpretation of the results.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    CARE helps agencies accomplish this goal by engaging leadership, management and staff throughout the organization in a systematic effort to learn and apply a set of scientifically grounded principles.

    “CARE helps agencies accomplish this goal by engaging leadership, management and staff throughout the organization in a systematic effort to learn and apply a set of scientifically grounded principles”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    CARE represents a promising approach for elevating the quality of group care and thus strengthening the continuum of care within child welfare.

    “CARE represents a promising approach for elevating the quality of group care and thus strengthening the continuum of care within child welfare.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The CARE model was implemented with sufficient fidelity and uniformity across agencies to attribute observed relationship quality improvements to CARE.
73 of 73
  • The paper relies on this without support.

    The Youth Perceptions of Relationship Quality (YPRQ) validly measures relationship quality in group care settings.

    “Although no factors were identified empirically, the measure was designed to reflect the following constructs pertaining to children's relational experiences with staff:”
  • The paper relies on this without support.

    CARE was implemented with sufficient fidelity across agencies to produce the observed effects.

    “The three-year implementation process at each agency began with the development of a CARE Implementation Team including two university-based CARE consultants, agency leadership, supervisors and key training and clinical staff.”
  • The paper relies on this without support.

    The CARE model was implemented with sufficient fidelity and uniformity across agencies to attribute observed relationship quality improvements to CARE.

    “Although the CARE implementation model provided a standard progression of activities, implementation unfolded in unique ways at each agency, and many developed their own innovative strategies to apply the CARE principles.”
    “Future studies need to incorporate measures of implementation fidelity and a detailed qualitative assessment to elucidate the change process and to better understand the connection between implementation and outcomes.”
  • The paper relies on this without support.

    The OSC profiles are valid and meaningful for assessing organizational culture and climate in group care settings.

    “The OSC, although validated in some child service settings, has not been validated in group care settings like the ones represented in this study.”
    “It is unclear whether it assesses dimensions of organizational functioning that are most salient for these agencies.”
4 of 4

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • ConsistentF(12, 258) = 7.33reported p < .0001 · recomputed p < .001

    “F(12, 258) = 7.33, p < .0001”

  • ConsistentF(3, 322.74) = 2.93reported p = .034 · recomputed p = .034

    “F(3, 322.74) = 2.93, p = .034”

  • Consistentt(39.5) = 2.26reported p = .03 · recomputed p = .029

    “t(39.5) = 2.26, p = .030”

  • Consistentt(40.1) = 1.13reported p = .265 · recomputed p = .265

    “t(40.1)= 1.13, p = .265”

  • Consistentt(38.5) = 1.19reported p = .243 · recomputed p = .241

    “t(38.5)= 1.19, p = .243”

5 of 5

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Self-check results appear here once an independent check has confirmed them.

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Hess, 2003, Visiting between children in care and their families: A look at current policy, The National Resource Center for Foster Care & Permanency Planning
  2. Nunno, 2017, Benefits of embedding research into practice: An agency-university collaboration, Child Welfare, 94, 113
  3. Rauktis, 2005, Treatment Foster Care and relationships: Understanding the role of therapeutic alliance between youth and treatment parent, International Journal of Child & Family Welfare, 8, 146

Cited by

Sorted by citations

Authors
Izzo, C. V., Smith, E. G., Sellers, D. E., Holden, M. J., & Nunno, M. A.
Affiliations
Cornell University (US)
Corresponding author
Izzo, Charles V.
Venue
Children and Youth Services Review
Publisher
Elsevier BV
Published
2020-02
Volume
109
Pages
104623
ISSN
0190-7409 (ISSN-L)
OpenAlex
W2995571698
Cited by
33
References
110
Citations by year
2026: 6 · 2025: 7 · 2024: 5 · 2023: 6 · 2022: 4 · 2021: 4 · 2020: 1
FWCI
3.69
Type
journal article
Language
en
Open access
Locations
  • Children and Youth Services Review (publishedVersion, cc-by-nc-nd)
  • RePEc: Research Papers in Economics (submittedVersion)
Funders
  • Substance Abuse and Mental Health Services Administration
  • Duke Endowment
Topics
  • Social Sciences › Safety Research › Child Welfare and Adoption
  • Health Sciences › Health Professions › General Health Professions › Geriatric Care and Nursing Homes
  • Social Sciences › Public Administration › Social Work Education and Practice
Keywords
models of care, residential care for children, relationship quality, children's perceptions, program implementation, organizational change, employee development, therapeutic environment

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-05.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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