Related Experiment Video
Updated: Oct 16, 2025

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Improving Early Diagnosis of Child Neglect for a Better Response in Healthcare Settings
Silvia Herrero-Roldán1,2, Inmaculada León1,2, Juan Andrés Hernández-Cabrera1,2
1Instituto Universitario de Neurociencia, Universidad de La Laguna, 38200 La Laguna, Spain.
Insights
Early diagnosis of child neglect is improved by identifying key family and maternal factors. Recognizing these risk and protective elements aids healthcare providers in timely intervention and resilience building.
Area of Science:
- Child development
- Pediatric health
- Social work
Background:
- Early diagnosis of child neglect presents significant challenges impacting child safety and health.
- Effective intervention requires identifying key variables within the caregiving environment for timely responses.
Purpose of the Study:
- To identify critical family, maternal, and dyadic variables for diagnosing and preventing child neglect.
- To inform healthcare settings on diagnostic and intervention strategies for child neglect.
Main Methods:
- Gradient boosting analysis identified relative importance (RI) of contributing factors.
- Logistic regression and discriminant analyses were performed on high RI factors.
- Data collected from mothers and children under five in Spain, comparing neglected (n=51) and control (n=89) groups.
Main Results:
- High diagnostic accuracy (80-82% for neglected, 92% for control) was achieved.
- Key risk factors included physically neglected/depressed mothers, financial need, and large families.
- Protective factors identified were older maternal age and higher mother-child emotional availability.
Conclusions:
- Identifying specific risk and protective factors enhances early diagnosis of child neglect.
- This approach supports more effective preventive interventions and strengthens mother-child resilience.
- Findings are applicable to healthcare settings for improved child welfare outcomes.
Abstract:
Early diagnosis of child neglect is an ongoing challenge with consequences of the child's safety, health, and effective referral for intervention. This study aims to obtain a selected set of family, maternal, and dyadic variables of the immediate caregiving environment for diagnosis, preventive, and intervention responses in healthcare settings. Mothers and their children under five years old: 51 in the neglected group (NG) and 89 in the non-neglected control group (CG), were recruited through pediatric primary care services and social services in Spain. Family demographics, adverse events, childhood maltreatment, maternal psychopathologies, personality variables, and observed mother-child interactions were assessed. Gradient boosting analyses were applied for the contributor's relative importance (RI), followed by logistic regression and discriminant analyses for those with higher RI. Parametric analyses showed high diagnostic accuracy (80-82% of NG and 92% of CG) for risky factors of child neglect: having a physically neglected and depressed mother, living in families in need of financial assistance, and large families; and for protective factors: having an older mother and showing higher mother-child emotional availability. Identifying a select group of features makes early diagnosis and preventive intervention more effective for mitigating the impact of child neglect and building mother-child resilience.
More Related Videos
11:29Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools
Published on: June 20, 2020
05:04A Common Marmoset Model of Mother-Infant Intervention for Breastfeeding Disorders in the Presence of Paternal Inhibition and Maternal Neglect
Published on: September 22, 2023
Related Concept Videos
Preventive Healthcare Services
Nursing Diagnosis
The nursing diagnosis focuses on evidence-based...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Specialized Care Centers and Settings-I
Daycare centers
They provide several functions. Some facilities care for healthy newborns and children whose parents work, while others are medically focused and care for...
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...