# Measuring and valuing spillover effects in caregivers and families: A scoping review

**Authors:** Tho T. H. Dang, Angeli Tabinga, Hannah Beilby, Natalie Barker, Luke R. Johnson, Haitham Tuffaha, Luke B. Connelly, Angela M. Maguire, Vlad Radoias, Vlad Radoias

PMC · DOI: 10.1371/journal.pone.0337253 · PLOS One · 2026-03-24

## TL;DR

This review explores how caregiving impacts families and caregivers, highlighting the need for better methods to measure and value these effects in healthcare evaluations.

## Contribution

The study identifies gaps in measuring spillover effects and proposes a framework for improving survey design and valuation methods.

## Key findings

- Combining generic, caregiver-specific, and disease-specific tools improves spillover effect assessments.
- Valuation of spillovers is influenced by methodological choices and caregiving context.
- Subjective caregiver burden mediates the impact of caregiving stressors on wellbeing.

## Abstract

As healthcare increasingly relies on informal care for chronic and complex conditions, economic evaluations have expanded beyond patient outcomes to consider spillover effects on caregivers and families. This scoping review aimed to map existing measures and methods for assessing these effects and to identify potential mechanisms, mediators, and moderators to inform future survey design.

We conducted a comprehensive search of four databases (PubMed, APA PsycInfo, CINAHL Complete, and EconLit) for English-language studies published from 2017 to 2025, including quantitative, qualitative, and mixed-methods research reporting monetary or non-monetary spillovers. Screening and study selection followed the Participants, Concept, Context framework and were reported according to PRISMA-ScR guidelines.

A total of 141 studies met the inclusion criteria. Incorporating caregiver and family spillovers could meaningfully alter cost-effectiveness estimates, but this practice remained inconsistent due to limited data and methodological variability. Comprehensive assessment of spillover effects benefited from combining generic, caregiver-specific, and disease-specific tools to capture both perceived and measurable impacts. Valuation of societal and economic spillovers, including informal care time, costs, productivity loss, and wellbeing impact, was influenced by methodological choices, caregiver and patient characteristics, and caregiving context, highlighting the need for flexible, context-sensitive approaches. Caregiver outcomes reflected the interplay of mediating factors (psychological, social, relational) and moderating influences (coping, spirituality, support systems, caregiving intensity). Subjective caregiver burden was pivotal, shaping and conditioning the effects of caregiving stressors on wellbeing.

Establishing consensus on best-practice approaches for incorporating spillover effects in economic evaluations is needed to accurately quantify their impact on caregivers and families and to inform interventions that reduce caregiver burden.

## Full-text entities

- **Diseases:** cancer (MESH:D009369), depression (MESH:D003866), disease (MESH:D004194), seizure disorders (MESH:D004827), dementia (MESH:D003704), mental health (OMIM:603663), mental or neurodegenerative disorders (MESH:D019636), memory loss (MESH:D008569), anxiety (MESH:D001007), frailty (MESH:D000073496), cognitive impairments (MESH:D003072), Alzheimer's disease (MESH:D000544)
- **Chemicals:** PONE-D-25-58821 (-), alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

170 references — full list in the complete paper: https://tomesphere.com/paper/PMC13012466/full.md

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Source: https://tomesphere.com/paper/PMC13012466