Improving relationship quality in group care settings: The impact of implementing the CARE model
Open accessAbstract
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
Cites
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
- Premisecitation
In a previous quasi-experimental study of CARE involving 11 agencies, Izzo et al. (2016) found that CARE implementation led to significant reductions in behavioral incidents.
“In a previous quasi-experimental study of CARE involving 11 agencies (all of which were included in the current study), Izzo et al. (2016) used interrupted time series analysis to show that CARE implementation led to significant reductions in behavioral incidents”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Izzo et al. (2016) source
- Interpretationcitation
It is also one of the few intervention studies focusing on the child-adult relationship in institutional settings, as research with this population has tended to focus on behavioral and developmental outcomes.
“It is also one of the few intervention studies focusing on the child-adult relationship in institutional settings, as research with this population has tended to focus on behavioral and developmental outcomes (Bakermans-Kranenberg et al., 2008;Hermenau et al., 2016).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Bakermans-Kranenberg et al., 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hermenau et al., 2016 source
- Findingown data
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.
“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.”
Quote in the paperSubstantial claim - Findingown data
The strength of the CARE effect was stronger for residents with several previous placements.
“The strength of the CARE effect was stronger for residents with several previous placements”
Quote in the paperNot a substantial claim - Findingown data
YPRQ scores increased from the Pre-CARE period to the CARE implementation period.
“Results from these tests, presented in Table 2, suggest that YPRQ scores increased from the Pre-CARE period to the CARE implementation period.”
Quote in the paperSubstantial claim - Findingcitation
Site A was an outlier; its distance from the third quartile is 2.6 times the width of the interquartile range, which is well beyond the standard of 1.5.
“In the boxplot, Site A is shown to be an outlier; its distance from the third quartile is 2.6 times the width of the interquartile range, which is well beyond the standard of 1.5 (IBM Corporation, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites IBM Corporation, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
The CARE effect was stronger among 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 number of previous placements.
“The CARE effect was stronger among children with 2 or more previous placements (0.83, 95% CI [0.40, 1.28]) than for those with one or fewer placements or for whom number of previous placements was unknown (0.11, 95% CI [-0.27, 0.48]; 0.23, 95% CI [-0.16, 0.61]; and 0.45, 95% CI [-0.05, 0.95], respectively).”
Quote in the paperNot a substantial claim - Findingown data
The results do not suggest any cohort or time differences in YPRQ scores during the Pre-CARE period.
“As shown in Table 2, the results do not suggest any cohort or time differences during the Pre-CARE period.”
Quote in the paperSubstantial claim - Findingown data
The difference from baseline in YPRQ was greater than zero for all three years of CARE implementation.
“Despite the dip, the difference from baseline was greater than zero for all three years.”
Quote in the paperSubstantial claim - Findingown data
At the site level, Cohort 2 had a lower proportion of agencies with positive OSC profiles (16.7%) than Cohort 1 (57.1%).
“At the site level, Cohort 2 had a lower proportion of agencies with positive OSC profiles (16.7%) than Cohort 1 (57.1%).”
Quote in the paperNot a substantial claim - Findingown data
Within Cohort 2, YPRQ scores remained stable during the 12-month period before CARE implementation began.
“Within Cohort 2, which had two Pre-CARE assessments, YPRQ scores remained stable during the 12-month period before CARE implementation began.”
Quote in the paperNot a substantial claim - Findingown data
Effect sizes for the YPRQ CARE effect, calculated as Cohen's d, ranged from 0.21 to 0.35.
“Effect sizes, calculated as Cohen's d, ranged from 0.21 to 0.35.”
Quote in the paperSubstantial claim - Findingown data
Three of the ten fixed-effects covariates, Age, SDQ, and Design Group, showed a statistical association with the YPRQ score.
“Three of the ten fixed-effects covariates, Age, SDQ, and Design Group, showed a statistical association with the YPRQ score.”
Quote in the paperNot a substantial claim - Findingown data
The increase in YPRQ was consistent across most child-level factors tested, including age, gender, race, length of stay, DSS referral, and problem behavior.
“With regard to the second research question, the increase in YPRQ was consistent across most child-level factors we tested, including age, gender, race, length of stay, DSS referral, and problem behavior.”
Quote in the paperSubstantial claim - Findingown data
There was a significant effect of Site on YPRQ scores, F(12, 258) = 7.33, p < .0001.
“Results from a univariate analysis of variance indicated a significant effect of Site, F(12, 258) = 7.33, p < .0001.”
Quote in the paperSubstantial claim - Findingown data
Only number of past placements significantly moderated the YPRQ increase.
“Only number of past placements significantly moderated this effect.”
Quote in the paperSubstantial claim - Findingown data
The only statistically significant interaction with the Year 3 CARE effect was with number of previous placements, F(3, 322.74) = 2.93, p = .034.
“The only statistically significant interaction was with number of previous placements, F(3, 322.74) = 2.93, p = .034.”
Quote in the paperNot a substantial claim - Findingown data
The 95% CI for IPPA ranged from 2.97 to 3.26, which overlaps the confidence interval of the YPRQ.
“The 95% CI for IPPA ranged from 2.97 to 3.26, which overlaps the confidence interval of the YPRQ.”
Quote in the paperNot a substantial claim - Findingown data
The second most influential agency, Site M, had a negative influence score of -0.07.
“The second most influential agency, Site M, had a negative score of -0.07.”
Quote in the paperNot a substantial claim - Premisecitation
Relational factors are critical mechanisms of change in most programs and services for young people.
“Relational factors have become widely understood to be critical mechanisms of change in most programs and services for young people”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Li & Julian, 2012 source
- cites National Scientific Council on the Developing Child, 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductreasoning
Establishing equivalence across cohorts in 2010 helped eliminate selection bias as a concern.
“Finally, establishing equivalence across cohorts in 2010 helped to eliminate selection bias as a concern”
Quote in the paperSubstantial claim - Study design and conductown data
Interviews with agency directors determined there were no networkwide gatherings where staff from Cohorts 1 and 2 had substantive discussion about CARE implementation.
“We determined through interviews with agency directors that there were no networkwide gatherings where staff from agencies in Cohorts 1 and 2 had substantive discussion about CARE implementation.”
Quote in the paperSubstantial claim - Premisereasoning
Most evaluations of interventions in group care have involved only a single agency, limiting generalizability.
“most have involved only a single agency, limiting the extent to which findings can be generalized.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The design allowed examination of the stability of scores in Cohort 2 in the 12 months before implementation, helping rule out statistical regression or continuation of a pre-existing trend.
“the design allowed us to examine the stability of scores in Cohort 2 in the 12 months before implementation, helping rule out the possibility that observed changes were simply due to statistical regression or the continuation of a pre-existing trend.”
Quote in the paperSubstantial claim - Premisereasoning
Relationship quality is particularly salient for children living in group care.
“Relationship quality is particularly salient for children living in group care”
Quote in the paperNot a substantial claim - Study design and conductcitation
The stepped-wedge design strengthens the evidence for making causal attributions by addressing key threats to internal validity.
“It strengthens the evidence for making causal attributions by addressing key threats to internal validity (see Shadish, Cook, & Campbell, 2002).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Shadish, Cook, & Campbell, 2002
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductreasoning
The design helped rule out historical factors as an alternative explanation by allowing comparison of changes in Cohorts 1 and 2 from 2010 to 2011.
“It also helped to rule out historical factors as an alternative explanation by allowing us to compare the changes in Cohorts 1 and 2 during the period from 2010 to 2011”
Quote in the paperSubstantial claim - Interpretationown data
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.
“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”
Quote in the paperSubstantial claim - Study design and conductnone given
Concerns about selection bias were reduced by implementing the program model independently across 13 distinct agencies.
“Furthermore, concerns about selection bias were reduced by implementing the program model independently across 13 distinct agencies.”
Quote in the paperSubstantial claim - Interpretationcitation
This demonstration of the model's ability to improve relationship quality is especially salient in light of concerns that group care offers limited opportunities for enriching youth-adult relationships.
“This demonstration of the model's ability to improve relationship quality is especially salient in light of concerns that group care offers limited opportunities for enriching youth-adult relationships (Annie E. Casey Foundation, 2010; Barth, 2002).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Annie E. Casey Foundation, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Barth, 2002
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
It seems likely that the change in Site A was partially due to a statistical regression effect, given that it started so high at baseline.
“It seems likely that the change in Site A was partially due to a statistical regression effect, given that it started so high at baseline.”
Quote in the paperNot a substantial claim - Premisecitation
A major determinant of program effectiveness throughout the youth service field is the degree of professional learning and support provided to staff.
“A major determinant of program effectiveness throughout the youth service field is the degree of professional learning and support provided to staff (Bach-Mortensen et al., 2018;National Research Council (NRC), 2015).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Bach-Mortensen et al., 2018 source
Checked before — its earlier verdict is held back until a new check runs.
- cites National Research Council (NRC), 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Site A differed substantially from other agencies in the study.
“These quantitative and qualitative comparisons indicated that Site A differed substantially from other agencies in the study.”
Quote in the paperSubstantial claim - Study design and conductnone given
Any lack of equivalence across years or between cohorts was accounted for statistically.
“Any lack of equivalence across years or between cohorts was accounted for statistically.”
Quote in the paperSubstantial claim - Interpretationcitation
This study adds to the relatively sparse literature on organization-level interventions to improve service quality and positive outcomes for children in group care settings.
“This study adds to the relatively sparse literature on organizationlevel interventions to improve service quality and positive outcomes for children in group care settings (James et al., 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites James et al., 2015 source
Checked before — its earlier verdict is held back until a new check runs.
- Interpretationown data
The current findings add to a growing body of evidence suggesting that implementation of CARE in group care agencies leads to measurable improvements in outcomes considered essential to their success.
“The current findings add to a growing body of evidence suggesting that implementation of CARE in group care agencies leads to measurable improvements in outcomes considered essential to their success.”
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.
- Study design and conductreasoning
This study lacked a true no-treatment comparison group.
“The stepped-wedge design enabled us to compare outcomes after one year of implementation versus none; however, this study lacked a true no-treatment comparison group (i.e., in which comparison agencies receive no CARE implementation for the three-year implementation period).”
Quote in the paperSubstantial claim - Interpretationcitation
The methodological strengths of this research are acknowledged in research reviews of organization-wide, trauma-informed intervention models.
“The methodological strengths of this research are acknowledged in research reviews of organization-wide, trauma-informed intervention models (Bailey et al., 2018;Purtle, 2018).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Bailey et al., 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Purtle, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
The results lend empirical support regarding a critical pathway within the CARE Theory of Change.
“The results also lend empirical support regarding a critical pathway within the CARE Theory of Change.”
Quote in the paperSubstantial claim - Study design and conductown data
The 33 items comprising the YPRQ score were highly reliable (Cronbach's alpha = 0.93).
“The 33 items comprising the YPRQ score were highly reliable (Cronbach's alpha = 0.93).”
Quote in the paperNot a substantial claim - Premisecitation
Serious behavioral problems and complex trauma are often prevalent within the group care population.
“In order to improve care quality and reduce the risk for their children and staff, agencies must insure that staff are well-supported and prepared to deal with the serious behavioral problems and complex trauma often prevalent within this population (Colton & Roberts, 2007;Kakuma et al., 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationown data
The influence of Site A on the estimate of the CARE effect was more than twice as strong as that of every other site in the study.
“Thus, the influence of Site A on the estimate of the CARE effect was more than twice as strong as that of every other site in the study.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Several aspects of the methodology allow for greater confidence that the improvements in relationship quality scores within agencies can be attributed in part to the implementation of CARE.
“Importantly, several aspects of the methodology allow for greater confidence that the improvements in relationship quality scores within agencies can be attributed in part to the implementation of CARE.”
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.
- Interpretationown data
This study adds to the literature by reporting a new measure of relationship quality for group care settings, the YPRQ.
“Lastly, this study adds to the literature by reporting a new measure of relationship quality for group care settings, the YPRQ.”
Quote in the paperSubstantial claim - Study design and conductown data
Site A was excluded from analyses pertaining to sample equivalence and estimation of the CARE effect.
“Consequently, we chose to exclude Site A from analyses pertaining to sample equivalence and estimation of the CARE effect.”
Quote in the paperSubstantial claim - Interpretationcitation
The finding of a greater increase among those with more previous placements is consistent with some research suggesting that program impacts tend to be greater among higher risk participants.
“The finding of a greater increase among those with more previous placements is consistent with some research suggesting that program impacts tend to be greater among higher risk participants (Eckenrode, Izzo, & Campa-Muller, 2005).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Eckenrode, Izzo, & Campa-Muller, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
The current study of the CARE model reinforces the conclusions of a growing literature showing that organizational-level approaches that promote relational competencies and reflective practice can improve important outcomes for children.
“The current study of the CARE model reinforces the conclusions of a growing literature showing that organizational-level approaches that promote relational competencies and reflective practice can improve important outcomes for children.”
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.
- Premisecitation
Nunno et al. (2017) found that CARE significantly reduced the use of physical restraints at a separate agency.
“Using a similar approach at a separate agency, Nunno, Smith, Martin, and Butcher (2017) found that CARE significantly reduced the use of physical restraints.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Nunno, Smith, Martin, and Butcher (2017)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductnone given
The strength of the evidence from this design was limited by including only two cohorts of agencies.
“Also, the strength of the evidence from this design was limited by including only two cohorts of agencies.”
Quote in the paperSubstantial claim - Study design and conductown data
The two cohorts were equivalent at baseline with regard to SDQ and length of stay.
“results suggest that the two cohorts were equivalent at baseline with regard to SDQ and length of stay.”
Quote in the paperNot a substantial claim - Interpretationown data
Together with its extreme baseline score and qualitative differences from other sites, the sensitivity analyses support the exclusion of Site A from the analytic sample.
“Together with its extreme baseline score and qualitative differences from other sites in the study, these sensitivity analyses support the exclusion of Site A from the analytic sample (Aguinis, Gottfredson, & Joo, 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Aguinis, Gottfredson, & Joo, 2013 source
- Interpretationreasoning
These factors limit the strength of the causal conclusions that can be drawn from the changes observed in YPRQ scores.
“These factors limit the strength of the causal conclusions that can be drawn from the changes observed in YPRQ scores.”
Quote in the paperSubstantial claim - Study design and conductnone given
The number of agencies included in this study and their method of selection limit the generalizability of the findings.
“The number of agencies included in this study and their method of selection limit the generalizability of the findings.”
Quote in the paperNot a substantial claim
- May combine two claims. 37
- Classified as probably not a substantial claim. 45
May combine two claims.
PremisecitationChildren'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.
PremisecitationCARE 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.
PremisecitationThe 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).
PremisecitationRich 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.
PremisecitationThe 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.
PremisecitationCARE 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.
PremisecitationAchieving 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 dataThe 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 claimMay combine two claims.
Findingown dataPost-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 claimMay combine two claims.
Findingown dataThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe 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 claimMay combine two claims.
Findingown dataOlder 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 claimMay combine two claims.
Findingown dataThe 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 claimMay combine two claims.
Findingown dataWith 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 claimMay combine two claims.
Findingown dataOver 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 claimMay combine two claims.
Findingown dataOnly 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 claimMay combine two claims.
Findingown dataFor 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenAlthough 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 claimMay combine two claims.
Findingown dataFor 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 claimMay combine two claims.
Findingown dataSite 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 claimMay combine two claims.
Findingown dataCompared 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 claimMay combine two claims.
Findingown dataIntraclass 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 claimMay combine two claims.
Findingown dataThe 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 claimMay combine two claims.
Findingown dataOne 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 claimMay combine two claims.
Findingown dataMost 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 claimMay combine two claims.
Findingown dataFor 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 claimMay combine two claims.
Findingown dataThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataAcross 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 claimMay combine two claims.
Findingown dataAfter 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 dataAt 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAt 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAt 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAt 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAt 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- Also stated in: § Declaration of Competing Interests · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe 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 claimClassified as probably not a substantial claim.
Study design and conductreasoningSteps 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe 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 claimClassified as probably not a substantial claim.
Study design and conductreasoningThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll 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 claimClassified as probably not a substantial claim.
Premisenone givenCARE 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 claimMay combine two claims.
Study design and conductreasoningCARE 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenCARE 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningAlthough 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe 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).
PremisecitationCARE 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 claimMay combine two claims.
InterpretationcitationMost 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningOur 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationUse 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 givenOur assessment of agency-level factors was limited.
“Our assessment of these factors was limited.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenWe 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 claimClassified as probably not a substantial claim.
Study design and conductreasoningThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThese 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 dataBecause 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 claimClassified as probably not a substantial claim.
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningCARE 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 claimMay combine two claims.
Interpretationown dataThe 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).
PremisecitationAccomplishing 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 dataWe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenLeadership 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningIt 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 claimMay combine two claims.
Interpretationown dataThe 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).
InterpretationreasoningThis 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningThe 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 claimClassified as probably not a substantial claim.
Study design and conductnone givenAlthough 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe 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 claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Premisenone givenIt 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe 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 claimMay combine two claims.
Study design and conductown dataThe 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 claimMay combine two claims.
Study design and conductown dataThe 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 claimMay combine two claims.
Interpretationown dataThese 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 claimClassified as probably not a substantial claim.
Premisenone givenCARE 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 claimMay combine two claims.
Interpretationown dataCARE 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.
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.”
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”
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
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Izzo, C. V., Smith, E. G., Sellers, D. E., Holden, M. J., & Nunno, M. (2021) · Children and Youth Services Review · doi:10.1016/j.childyouth.2021.106330 · Cited by 13 · see citing works
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Roche, S., Flynn, C. A., & Mendes, P. (2021) · Child & Family Social Work · doi:10.1111/cfs.12846 · Cited by 12 · see citing works
Silva, C. S., Carvalho, H., Magalhães, E., Attar‐Schwartz, S., Ornelas, S., & Calheiros, M. M. (2022) · Children and Youth Services Review · doi:10.1016/j.childyouth.2022.106449 · Cited by 11 · see citing works
Santos, L., Pinheiro, M. D. R., & Rijo, D. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106122 · Cited by 11 · see citing works
Evans, R., MacDonald, S., Trubey, R., Noyes, J., Robling, M. R., Willis, S., Vinnicombe, S., Boffey, M., Wooders, C., El-Banna, A., et al. (2024) · Public Health Research · doi:10.3310/mkyp6299 · Cited by 5 · see citing works
Karhu, V.-M., Peltonen, A., & Flykt, M. S. (2026) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2026.108074 · Cited by 4 · see citing works
Care Practices in Residential Child Homes: Caregiver and Youth Voices
Pulgar, A., Ordiales, R., González‐García, C., & Bravo, A. (2025) · Child & Family Social Work · doi:10.1111/cfs.70082 · Cited by 4 · see citing works
Muzi, S., Rogier, G., Bizzi, F., & Pace, C. S. (2024) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.3059 · Cited by 3 · see citing works
Examining children’s homes in light of Türkiye’s evolving child welfare system
Kelebek, Ö., & Kucur, F. (2025) · Children and Youth Services Review · doi:10.1016/j.childyouth.2025.108193 · Cited by 3 · see citing works
Trauma-informed care beliefs scale-comprehensive for child welfare carers using Rasch analysis
Beehag, N., Dryer, R., McGrath, A., Krägeloh, C., & Medvedev, O. N. (2024) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2024.106966 · Cited by 3 · see citing works
Holden, M. J., Sellers, D. E., & Smith, E. G. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780197644300.003.0010 · Cited by 3 · see citing works
Self-citationStanek, C. J. (2025) · Residential Treatment for Children & Youth · doi:10.1080/0886571x.2025.2484220 · Cited by 2 · see citing works
Social support among former foster youth across placement types
Stanek, C. J., & Dellor, E. D. (2025) · Children and Youth Services Review · doi:10.1016/j.childyouth.2025.108433 · Cited by 2 · see citing works
Santos, L., Martins, J., da Silva, D. R., Matos, M., Pinheiro, M. D. R., & Rijo, D. (2023) · Children and Youth Services Review · doi:10.1016/j.childyouth.2023.106912 · Cited by 2 · see citing works
Pulgar, A., Ordiales, R., Álvarez, J. B., González‐García, C., & Bravo, A. (2026) · Children and Youth Services Review · doi:10.1016/j.childyouth.2026.109160 · Cited by 1 · see citing works
How Do Professionals Portray Adolescents' Resilience in Residential Care? A Qualitative Study
Pinheiro, M., Magalhães, E., & Baptista, J. (2025) · Child & Family Social Work · doi:10.1111/cfs.70058 · Cited by 1 · see citing works
Sabaté, M., Roca, J. S., & Arnau‐Sabatés, L. (2024) · Residential Treatment for Children & Youth · doi:10.1080/0886571x.2024.2369288
Understanding fear in therapeutic residential care
Smith, Y., Izzo, C. V., McCabe, L. A., Anglin, J. P., & Nunno, M. (2026) · Children and Youth Services Review · doi:10.1016/j.childyouth.2026.109040
Self-citationMcKeown, A., Good, A., Lee, R., Richmond, C., & Walker, T. (2025) · Child & Youth Care Forum · doi:10.1007/s10566-025-09879-z
Emotion Regulation and Psychological Adjustment in Residential Care: Relational and Gender Dynamics
Santos, B., Matos, P. M., Carvalho, H., Costa, M., Nunes, F., Moretti, M. M., & Mota, C. P. (2026) · Journal of Adolescence · doi:10.1002/jad.70219
Camacho, H. S., Álvarez, J. B., García‐Alba, L., & González‐García, C. (2026) · Psicoperspectivas Individuo y Sociedad · doi:10.5027/psicoperspectivas-vol25-issue2-fulltext-3736
Pulgar, A., Smith, E. G., Ordiales, R., Holden, M. J., González‐García, C., & Bravo, A. (2026) · Child and Adolescent Social Work Journal · doi:10.1007/s10560-026-01161-y
Self-citation
- 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
- hybrid
- doi.org
- Licence
- 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
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