Cargando…

A machine learning approach to improve implementation monitoring of family-based preventive interventions in primary care

BACKGROUND: Evidence-based parenting programs effectively prevent the onset and escalation of child and adolescent behavioral health problems. When programs have been taken to scale, declines in the quality of implementation diminish intervention effects. Gold-standard methods of implementation moni...

Descripción completa

Detalles Bibliográficos
Autores principales:	Berkel, Cady, Knox, Dillon C., Flemotomos, Nikolaos, Martinez, Victor R., Atkins, David C., Narayanan, Shrikanth S., Rodriguez, Lizeth Alonso, Gallo, Carlos G., Smith, Justin D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	SAGE Publications 2023
Materias:	Original Empirical Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375039/ https://www.ncbi.nlm.nih.gov/pubmed/37790171 http://dx.doi.org/10.1177/26334895231187906

Ejemplares similares

Automated quality assessment of cognitive behavioral therapy sessions through highly contextualized language representations
por: Flemotomos, Nikolaos, et al.
Publicado: (2021)

An individually tailored family-centered intervention for pediatric obesity in primary care: study protocol of a randomized type II hybrid effectiveness–implementation trial (Raising Healthy Children study)
por: Smith, Justin D., et al.
Publicado: (2018)

A computational lens into how music characterizes genre in film
por: Ma, Benjamin, et al.
Publicado: (2021)

Implementing a Novel Quality Improvement-Based Approach to Data Quality Monitoring and Enhancement in a Multipurpose Clinical Registry
por: Pratt, Jesse, et al.
Publicado: (2019)

Cultural adaptations and cultural factors in EBI implementation with Latinx communities
por: Castro, Felipe González, et al.
Publicado: (2023)

The relationships of job and family demands and job and family resources with family caregivers’ strain
por: Boumans, Nicolle P. G., et al.
Publicado: (2020)

Service provider perspectives on implementing the NSW Get Healthy at Work program
por: Grunseit, Anne C., et al.
Publicado: (2021)

The Child and Family Hospital Experience: Is It Influenced by Family Accommodation?
por: Franck, Linda S., et al.
Publicado: (2015)

Letting Go: Conceptualizing Intervention De‐implementation in Public Health and Social Service Settings
por: McKay, Virginia R., et al.
Publicado: (2018)

Perceptions of Problem Behavior in Adolescents’ Families: Perceiver, Target, and Family Effects
por: Manders, Willeke A., et al.
Publicado: (2008)

Promoting well-being through group drumming with mental health service users and their carers
por: Ascenso, Sara, et al.
Publicado: (2018)

Family Functioning and Adolescent Internalizing and Externalizing Problems: Disentangling between-, and Within-Family Associations
por: Mastrotheodoros, Stefanos, et al.
Publicado: (2019)

A budget impact analysis of cost to implement a whole child health focused, family-based intervention in primary care for children with elevated BMI
por: Harris, Alexandra, et al.
Publicado: (2023)

A shared respite—The meaning of place for family well-being in families living with chronic illness
por: Årestedt, Liselott, et al.
Publicado: (2016)

Parent-Adolescent Communication and Adolescent Delinquency: Unraveling Within-Family Processes from Between-Family Differences
por: Kapetanovic, Sabina, et al.
Publicado: (2019)

Nurses’ perspective of conducting family conversation
por: Dorell, Åsa, et al.
Publicado: (2016)

Barriers and facilitators to the implementation of person‐centred care in different healthcare contexts
por: Moore, Lucy, et al.
Publicado: (2016)

Implementing Coordinated Care Networks: The Interplay of Individual and Distributed Leadership Practices
por: Gutberg, Jennifer, et al.
Publicado: (2021)

Looking Behind the Curtain: Identifying Factors Contributing to Changes on Care Outcomes During a Large Commercial EHR Implementation
por: Colicchio, Tiago K., et al.
Publicado: (2019)

The Behavioral and Mental Health Benefits of Speaking the Heritage Language within Immigrant Families: The Moderating Role of Family Relations
por: Kilpi-Jakonen, Elina, et al.
Publicado: (2023)

Family Well‐Being During the COVID‐19 Pandemic: The Risks of Financial Insecurity and Coping
por: Gonzalez, Marybel R., et al.
Publicado: (2022)

The bereavement experiences of families of potential organ donors: a qualitative longitudinal case study illuminating opportunities for family care
por: Dicks, Sean G., et al.
Publicado: (2022)

Predicting the Incidence of Pressure Ulcers in the Intensive Care Unit Using Machine Learning
por: Cramer, Eric M., et al.
Publicado: (2019)

Longitudinal Linkages Between Father and Mother Autonomy Support and Adolescent Problem Behaviors: Between-Family Differences and Within-Family Effects
por: Vrolijk, Paula, et al.
Publicado: (2020)

Teachers’ use of ICT in implementing the competency-based curriculum in Kenyan public primary schools
por: Murithi, Julius, et al.
Publicado: (2021)

Predicting Adolescent Mental Health Outcomes Across Cultures: A Machine Learning Approach
por: Rothenberg, W. Andrew, et al.
Publicado: (2023)

Older residents’ perceptions of family involvement in residential care
por: Lao, Sarah Sio Wa, et al.
Publicado: (2019)

The Role of Sense of Belonging and Family Structure in Adolescent Adjustment
por: Rejaän, Zoë, et al.
Publicado: (2021)

Machine learning approaches for parsing comorbidity/heterogeneity in antisociality and substance use disorders: A primer
por: Shane, Matthew S., et al.
Publicado: (2021)

Patient and therapist experiences of using a smartphone application monitoring anxiety symptoms
por: Tarp, Kristine, et al.
Publicado: (2022)

The Role of Family Obligations and School Adjustment in Explaining the Immigrant Paradox
por: van Geel, Mitch, et al.
Publicado: (2009)

Living with sibling’ drug use. Bereaved siblings’ family stories
por: Lindeman, Sari Kaarina, et al.
Publicado: (2023)

Is implementation research out of step with implementation practice? Pathways to effective implementation support over the last decade
por: Metz, Allison, et al.
Publicado: (2022)

Exploring the Relationships Between Resilience and News Monitoring with COVID Distress in Health Profession Students
por: Yu, Allison, et al.
Publicado: (2021)

Families Created by Egg Donation: Parent–Child Relationship Quality in Infancy
por: Imrie, Susan, et al.
Publicado: (2018)

Family members’ expressions of dignity in palliative care: a qualitative study
por: Sandgren, Anna, et al.
Publicado: (2020)

Family Systems and Emotional Functioning in Deaf or Hard-of-Hearing Preschool Children
por: Yuen, Shannon, et al.
Publicado: (2022)

Psychiatric service staff perceptions of implementing a shared decision-making tool: a process evaluation study
por: Schön, Ulla-Karin, et al.
Publicado: (2018)

Nurses’ experiences of serving as a communication guide and supporting the implementation of a communication intervention in the intensive care unit
por: Holm, Anna, et al.
Publicado: (2021)

Using machine learning to explore the determinants of service satisfaction with online healthcare platforms during the COVID-19 pandemic
por: Liu, Chengyu, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_1jav1pov85fv0dakbibqjip91d