Can Machine Learning Create an Advocate for Foster Youth?

ABSTRACT

Statistics are bleak for youth aging out of the United States foster care system. They are often left with few resources, are likely to experience homelessness, and are at increased risk of incarceration and exploitation. The Think of Us platform is a service for foster youth and their advocates to create personalized goals and access curated content specific to aging out of the foster care system. In this article, we propose the use of a machine learning algorithm within the Think of Us platform to better serve youth transitioning to life outside of foster care. The algorithm collects and collates publicly available figures and data to inform caseworkers and other mentors chosen by the youth on how to best assist foster youth. It can then provide valuable resources for the youth and their advocates targeted directly toward their specific needs. Finally, we examine machine learning as a support system and aid for caseworkers to buttress and protect vulnerable young adults during their transition to adulthood.     

Parenting Under Pressure: Experiences of Parenting While Aging Out of Foster Care

Youth “aging out” of foster care experience higher rates of adolescent parenting than their peers who have not been in care. Due to their history of maltreatment, high adolescent pregnancy rates, and poor psychosocial outcomes, youth aging out who are parents are a vulnerable at-risk group. This study examines the parenting experiences of 33 youth aging out (21 mothers and 12 fathers) using data from a larger ethnography. Field notes of observation and transcribed interviews of youth aging out who are parents were analyzed using open coding strategies. Findings show parents encountered challenges while aging out and parenting, yet they found joy in their children and strived to be good parents despite having limited parenting skills, few resources, and little support. Desiring a better life for their children and fearing their children would enter foster care, parents were motivated to improve their lives for their children. Implications are discussed.     

In their own words: Overcoming barriers during the transition to adulthood for youth with disabilities who experienced foster care

The transition to adulthood can be especially challenging for youth who experience the foster care system. These challenges are magnified for youth with disabilities, who account for at least 40–47% of all children in foster care (Powers et al., 2012). In order to move from a deficit-based to a strength-based approach, this qualitative study focused on understanding the lived experience of transitioning to adulthood for alumni of foster care with disabilities. Semi-structured interviews were conducted with seven young adults who had exited care over a six-month time period. Participants described their journeys from foster care to independence and articulated a vision for a successful adulthood. Key themes that emerged included a desire for stability and personal fulfillment in adult life. Participants also identified common barriers encountered including unmet mental health needs and lack of disability awareness or the implications of mental health diagnosis. Personal strengths that helped overcome those barriers included resilience, advocacy, and self-determination.     

Responsive engagement in mental health services for foster youth transitioning to adulthood

ABSTRACT

As youth near the transition to adulthood and aging out of the foster care system, exposure to stress increases, especially for youth who have less-than-adequate support systems. Although mental health problems among foster youth often continue into adulthood, service use decreases dramatically within a year of turning age 18. Understanding how foster youth experience mental health services as they transition from care provides social workers and other mental health professionals important insight that can lead to specific, targetable strategies. This study sought to explore what situations were helpful in supporting mental health as foster youth transitioned to adulthood. Focus groups and interviews with former foster youth and professionals informed the development of a quantitative instrument, which was used to identify the most supportive and frequently encountered situations former foster youth experienced. Findings indicate the most helpful situations were those in which professionals and mentors were flexible and responsive to their individual needs and trusted their ability to make decisions. Supportive adults who honored their choices and collaborated in decision-making were also helpful. Engaging, empowering, and partnering with transition-age youth may increase the likelihood of positive mental health outcomes for this population, offering implications for family-centered, strengths-based practice.     

Growing up fast: Implications for foster youth when independence and early adulthood collide

Foster care alumni face overwhelming challenges as they transition from care to independence. Torn between their desire to be independent, yet acknowledging they need support, they struggle to find their footing. Adopting a survivor self-reliance mind-set, they set out to earn a bachelor's degree on their own. As they struggle, they compare themselves to non-foster peers who, by enlarge, have a support system enabling them a prolonged entrance to adulthood, which provides a safety net. Without a safety net, and with a focus on independence, decisions youth from foster care make, result in few alumni earning a bachelor's degree.     

Testing the ‘overburdening’ hypothesis: Do work and school attendance together place youth transitioning from care at risk for negative housing outcomes?

Youth aging out of the foster care system are often placed in the precarious position of both providing for themselves financially and securing their own housing at a young age. Many also choose to take on the difficult tasks of school attendance and work simultaneously during this challenging time in their lives. The current study tests the ‘overburdening’ hypothesis that examines whether taking on the demands of work and school at the same time could overwhelm and actually hinder the healthy development of youth as they transition from foster care. This question was addressed using longitudinal administrative data from 2913 youth enrolled in a transitional living program at a national nonprofit organization serving youth aging out of foster care in five states between October 2010 and July 2014. Random-intercept and lagged regression models were used to examine the association between school attendance, employment, and housing insecurity. Individually, both school attendance and employment placed youth at decreased risk for housing insecurity and little evidence emerged to support the ‘overburdening’ hypothesis. Results from lagged models suggest that the single best predictor of housing insecurity is a previous episode of housing insecurity. The evidence presented here suggests that for some youth, the decision to attend school and find employment may be a symptom, rather than a cause, of their housing insecurity. Results highlight the importance of practitioners' use of research evidence together with sound clinical judgment to support youth as they navigate the challenging developmental task of transitioning into adulthood.     

“It's really overwhelming”: Parent and service provider perspectives of parents aging out of foster care

Rates of pregnancy and parenthood among current and former foster youth are two to three times higher than non-foster youth peers. Repeat pregnancies among young mothers aging out of foster care also occur at higher rates than peers not involved with the child welfare system. Furthermore, mothers aging out of foster care demonstrate high levels of parenting stress and risk for child maltreatment. Indeed, this population is in significant need of help; however, beyond anecdotal evidence, little is known about the needs and day-to day experiences of this population. In order to tailor interventions to meet the needs of parents aging out, the perspectives of stakeholders must be taken into account. Using qualitative data gathered from separate small group interviews with parents aging out and service providers, this study examined participants' perceptions of parents' daily experiences, strengths, and needs. Findings indicated that parents aging out face overwhelming adversity and stress with little outside financial, emotional, or parenting support from family or friends. Yet, parents also expressed motivation to be good parents, resilience, and the desire to gain effective parenting skills. Although similar themes arose among parent and provider interviews, perceptions differed. Parents expressed hope and optimism in providing for their children while providers expressed systemic failure in preparing parents for independent living. Based on these findings, we conclude that parenting interventions specific to parents aging out may need to address three fundamental and key components: basic needs, social support, and effective parenting techniques.     

Perspectives on Independent Living Services Among Resilient Youth

This article describes the results of a qualitative research study of youth who are primarily aging out of foster care and utilizing Independent Living Services. Interviews and focus groups from youth revealed the following four themes: (1) emotional support needed (family support, case manager support), (2) tangible independent living services requested (financial resources, life skills, daycare), (3) communication of program services, and (4) the role of resiliency. A discussion of the themes and recommendations for child welfare agencies that work with this population are forwarded.     

Youth leaving care: how do they fare?

This chapter summarizes recent Canadian and international research on the outcomes for youth after they age out of the child welfare system. It paints a disturbing picture for this small and vulnerable population. Youth leaving care face many challenges in making the transition from state care to independence and adulthood. They bear the emotional scars of childhood neglect or abuse. They do not have a family support network, have limited or no financial resources, are often lacking in life skills, and usually have not completed school. Despite these setbacks, we expect them to function independently once they reach age eighteen. Research shows that once youth leave care, they do not fare as well as their peers. They are at much greater risk of relying on social assistance, becoming homeless, engaging in substance abuse, becoming single parents, experiencing mental health problems, or coming into contact with the criminal justice system. Some youth aging out, however, have more successful transitions. These typically have completed high school, have role models, have access to postsecondary opportunities, refrain from alcohol or drug use, and obtain life skills and independent living training. Having stable placements while in care is also critical in ensuring more positive outcomes. Canada does not have the capacity to track the outcomes of youth as they leave the child welfare system, nor can it identify the types of interventions showing the most promise in helping them achieve better outcomes. Canadian governments need to improve their transitional planning for youth in care who are approaching the age of majority. Some recommendations include extending the age for services and financial assistance to age twenty-four, developing standards to prepare youth for leaving care, and exploring ways to enable youth to pursue higher education or training. Finally, Canada should develop a national longitudinal survey to monitor the outcomes of youth after they leave care.     

Stepping Down and Stepping In: Youth's Perspectives on Making the Transition from Residential Treatment to Treatment Foster Care

Older youth preparing to emancipate from the foster care system are often served in residential treatment settings where they have limited opportunities to practice skills for independent living in a community setting. Stepping these youth down to less restrictive environments such as treatment foster care is a growing trend, especially for youth with mental health issues. Yet, few studies have explored the youth's perspective on making this transition. This study utilized qualitative interviews with youths who were participating in a treatment foster care intervention study (n = 8) to gain their perspectives on the process of transitioning from residential care. Youths were interviewed right before they exited residential care and two months after placement in the new foster home. Youths reported hopes for gaining family in the new home as well as fears of placement disruption. Findings point to the need to enlist youths in discussion and problem solving about difficulties they anticipate in the new home and expectations for their relationship with the new foster parents. In addition, the struggles described after two months in the home point to the need for youths to build specific skills to better manage ongoing relationships with foster parents and for foster parent training on how to help build these skills.     

Educational and employment outcomes of adults formerly placed in foster care: Results from the Northwest Foster Care Alumni Study

This study evaluated the intermediate and long-term effects of family foster care on adult functioning using a sample of 659 young adults from two public and one private child welfare agencies, case record reviews, structured interviews, and a survey response rate of 76%. Foster care alumni completed high school at a rate comparable to the general population, but a disproportionately high number of them completed high school via a GED. Alumni completion rates for postsecondary education were low. Consequently, many alumni were in fragile economic situations: one-third of the alumni had household incomes at or below the poverty level, one-third had no health insurance, and more than one in five experienced homelessness after leaving foster care. Two foster care experience areas were estimated to significantly reduce the number of undesirable outcomes in the Education outcome domain: positive placement history (e.g., high placement stability, few failed reunifications), and having broad independent living preparation (as exemplified by having concrete resources upon leaving care). For the Employment and Finances outcome domain, receiving broad independent living preparation (as exemplified by having concrete resources upon leaving care) was estimated to significantly reduce the number of undesirable outcomes.     

Do Foster Parents and Care Workers Recognize the Needs of Youth in Family Foster Care with a History of Sexual Abuse?

Children in family foster care have the right to participate in decisions regarding their life, however, adults often advocate on behalf of children. This Q methodological study explored whether shared perspectives among foster parents and care workers resemble shared perspectives of youth regarding the psychosocial needs experienced by youth with a history of sexual abuse. Participants sorted a set of statement cards according to what they thought was most important for youth. By-person factor analyses examined how the Q sorts of foster parents and care workers related to those of youth. The results showed that foster parents mostly recognized the group of youth who value an instrumental relationship with their carers, while care workers mostly recognized the group of youth who value support of both foster and birth parents with regard to their preparation for independent living. The two youth groups characterized by ambivalence and autonomy were barely recognized. Results are discussed in light of the expected roles of foster parents and care workers, and youth’s contact with birth parents. Lastly, this study highlights the importance of youth participation, because youth offer unique and varying perspectives about their needs.     

Receipt of help acquiring life skills and predictors of help receipt among current and former foster youth

US law has long recognized the need to help prepare foster youth for the transition to adulthood and states receive funds specifically intended to provide their foster youth with independent living services. Nevertheless, little attention has been paid to whether foster youth in fact receive the services states are supposed to provide using federal funds. This study uses data from the Midwest Evaluation of the Adult Functioning of Former Foster Youth to describe the kinds of help foster youth receive in making the transition to adulthood and the factors associated with help receipt. Study findings call for a redoubling of efforts to provide foster youth with the assistance called for in federal law, provide support for the extension of foster care through age 21 in the interest of ensuring that such assistance is provided, highlight the need to involve foster parents more actively in providing youth with life skills training, and call into question whether current efforts to assist foster youth in acquiring independent living skills are well targeted.     

Homelessness and aging out of foster care: A national comparison of child welfare-involved adolescents

The present study represents the first large-scale, prospective comparison to test whether aging out of foster care contributes to homelessness risk in emerging adulthood. A nationally representative sample of adolescents investigated by the child welfare system in 2008 to 2009 from the second cohort of the National Survey of Child and Adolescent Well-being Study (NSCAW II) reported experiences of housing problems at 18- and 36-month follow-ups. Latent class analyses identified subtypes of housing problems, including literal homelessness, housing instability, and stable housing. Regressions predicted subgroup membership based on aging out experiences, receipt of foster care services, and youth and county characteristics. Youth who reunified after out-of-home placement in adolescence exhibited the lowest probability of literal homelessness, while youth who aged out experienced similar rates of literal homelessness as youth investigated by child welfare but never placed out of home. No differences existed between groups on prevalence of unstable housing. Exposure to independent living services and extended foster care did not relate with homelessness prevention. Findings emphasize the developmental importance of families in promoting housing stability in the transition to adulthood, while questioning child welfare current focus on preparing foster youth to live.     

Independent living services,adjudication status,and the social exclusion of foster youth aging out of care in the United States

Recent policy changes have increased the availability of independent living services (ILS) to foster youth aging out of care in the United States. Yet, it is possible that youth who are also involved in the juvenile justice system may have trouble accessing these services. This study uses a social exclusion framework to examine associations between independent living service receipt, adjudication status, and early adult outcomes for youth aging out of the U.S. foster care system. Outcomes and ILS receipt data for 7412 older youth from the National Youth in Transition Database (NYTD) were used for this study. Chi-square tests and logistic regression models were used to explore the relationships among adjudication status, ILS, social exclusion, and social connectedness at age 19. Findings indicated that postsecondary education support and education financial services at baseline were related to a higher likelihood of being socially connected and lower likelihood of being socially excluded at age 19. Being an adjudicated delinquent and receiving special education and career services were related to a lower likelihood of being socially connected. This suggests that ILS are well-suited for youth already doing well, but may not do enough for those who struggle the most during this period.     

Transition from care: status and outcomes of youth who age out of foster care

This study shows that a significant portion of youth exiting the foster care system face serious difficulty transitioning to life on their own. Many live on the streets, lack the money to meet basic living expenses, fail to maintain regular employment, are involved with the criminal justice system, are unable to obtain health care, and experience early pregnancies. Although youth reported exposure to independent living training while in care, few reported concrete assistance. Multiple placements while in care and less education correlated with more difficult postdischarge functioning. Training, services, positive supportive networks, and job experience in care are associated with more positive adjustments. The article advances implications for program and policy interventions.     

Experiences of youth who transition to adulthood out of care: Developing a theoretical framework

Adverse adulthood outcomes are well documented among youth who age out of foster care. However, not all youth who age out of care experience deleterious adult outcomes, despite struggling with similar challenges during the transition from adolescence to adulthood. Childhood maltreatment, which places youth at greater risk for later maladaptive functioning and psychopathology, may partially explain poor adjustment outcomes in adulthood. Similarly, a history of unstable placements and residing in institutional congregate care settings may also contribute to hardship during this time. However, none of these factors help to explain how some young people aging out of care manage to achieve stability while transitioning into adulthood. This article reviews the literature through the lens of the identity capital framework, and discusses the applicability of this framework to the experiences of youth aging out of foster care.     

Happily Ever After? The Journey From Foster Care to Adoption

Providing the foster child with a forever family through adoption is often seen as a happy ending to the long and painful journey through foster care. This qualitative study explores this complex journey from foster care to adoption from the perspective of 30 young adults aged 18 to 25 who were adopted from the foster care system after the age of 8. The results indicate that the foster and adoption experience for these youth cannot be compartmentalized when trying to understand the impact adoption has had on their overall sense of self. Implications for future research to explore the emerging concept of foster/adoptive identity for older youth adopted through the foster care system are provided.     

The potential contribution of mentor programs to relational permanency for youth aging out of foster care

This article summarizes published research regarding the effectiveness of mentor programs in general, and for youth in foster care specifically, as a basis for evidence-based practice in child welfare. It examines the pros and cons of mentor programs and characteristics of programs that are more or less effective for achieving specific social goals. The author explores the opportunity cost of investments in transitional mentor programs versus efforts to find permanent parents for youth aging out of care, and concludes with practice and policy implications of these findings.     

Racial/Ethnic Disparities in Mental Health Service Use for Older Foster Youth and Foster Care Alumni

Studies have shown that foster care alumni have disproportionally high rates of poor mental health outcomes compared to the general population. The purpose of this study was to examine differences in mental health service use for Latino, African American, and White youth while in foster care and upon exit from the foster care system. Secondary data were used to identify youth 1 year prior to exiting the foster care system (N?=?934) and 1 year after exit from the foster care system (N?=?433). Racial/ethnic disparities in mental health service use upon exit from the foster care system were found, with Latino youth using the least amount of services after foster care exit. Racial/ethnic service disparities in type of services used were also found. Findings suggest that a lack of support (e.g., mandatory or voluntary) may be significant in overcoming challenges in the continuation or disruption of services.