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Sampaio, Filipa, PhDORCID iD iconorcid.org/0000-0002-5540-9853
Publications (10 of 88) Show all publications
Flores, S., Harkin, K., Sampaio, F., Digkas, E., Karakatsanis, A., Lundgren, H., . . . Feldman, I. (2026). A mixed-methods exploration of stakeholder experiences and perspectives on integrating polygenic breast cancer risk scores into Swedish clinical practice. BMC Health Services Research, 26, Article ID 948.
Open this publication in new window or tab >>A mixed-methods exploration of stakeholder experiences and perspectives on integrating polygenic breast cancer risk scores into Swedish clinical practice
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2026 (English)In: BMC Health Services Research, E-ISSN 1472-6963, Vol. 26, article id 948Article in journal (Refereed) Published
Abstract [en]

Objective: To explore women's experiences following polygenic risk score (PRS) testing for breast cancer risk and to assess the knowledge, attitudes, practices (KAP), and implementation perspectives of medical professionals and healthcare decision-makers in Sweden.

Methods: Convergent mixed-methods study combining quantitative survey data with qualitative thematic analysis of survey open-ended responses and focus group discussion (FGD) notes. Setting: Swedish healthcare context. Participants: 400 women receiving PRS results for a first Participants Feedback Survey; 289 women for the second Participants Feedback Survey, and 6 medical professionals/decision-makers for a KAP survey and FGD. Women completed two sequential online feedback surveys post-PRS result disclosure. Professionals completed a KAP survey and participated in an FGD. Quantitative survey data were analysed using descriptive statistics. Qualitative data from open-ended survey questions and FGD notes were analysed using thematic analysis.

Results: Participants valued participation in PRS testing and receiving PRS-test results, with 87% finding results interesting and 82% finding them valuable. Although most participants found the explanations understandable (approximately 75% in Survey 1 and 82% in Survey 2), qualitative comments indicated that some had difficulty interpreting probabilistic risk information, including participants who self-identified as highly educated or medically trained. Negative emotional impact was generally minimal (85% felt calm), though some women with high PRS risk experienced anxiety. Major unmet needs included clearer explanations, actionable guidance, and better access to follow-up support from healthcare. Professionals were cautiously positive: in the KAP survey, 5 of 6 were familiar with the concept of PRS, but confidence in the health system's readiness to integrate it was limited. The main barriers raised were the absence of clinical guidelines and the need for evidence of clinical utility.

Conclusions: Breast cancer PRS testing holds potential for enhancing risk assessment in Sweden. Key challenges for clinical integration include clinician readiness, the development of clear guidelines, and improved participant comprehension and communication. PRS tests should be accompanied with clinical decision support both for patients as well for medical professionals. Addressing these will require person-centered communication tools, robust evidence of clinical utility, well-defined clinical pathways, investments in provider education, and equitable implementation strategies within the Swedish healthcare system.Clinical trial number Not applicable.

Place, publisher, year, edition, pages
Springer Nature, 2026
Keywords
Polygenic risk score, Breast cancer, Clinical practice, Stakeholders, Mixed-methods
National Category
Health Care Service and Management, Health Policy and Services and Health Economy Public Health, Global Health and Social Medicine Cancer and Oncology
Identifiers
urn:nbn:se:uu:diva-594353 (URN)10.1186/s12913-026-15116-7 (DOI)001816609700001 ()42436550 (PubMedID)2-s2.0-105044193195 (Scopus ID)
Funder
Uppsala University
Available from: 2026-07-21 Created: 2026-07-21 Last updated: 2026-07-21Bibliographically approved
Henriques, S., Pinto, R., Oliveira, J. & Sampaio, F. (2026). Art-Based Intervention to Promote Psychological Adjustment, Self-Concept, and Quality of Life in Children: Protocol for a Cluster Nonrandomized Controlled Trial. JMIR Research Protocols, 15, Article ID e84994.
Open this publication in new window or tab >>Art-Based Intervention to Promote Psychological Adjustment, Self-Concept, and Quality of Life in Children: Protocol for a Cluster Nonrandomized Controlled Trial
2026 (English)In: JMIR Research Protocols, E-ISSN 1929-0748, Vol. 15, article id e84994Article in journal (Refereed) Published
Abstract [en]

Background: Children’s mental health is a critical public health priority, with approximately 8% of children aged 10 years or younger experiencing mental, behavioral, or emotional disorders. Despite evidence supporting early intervention, access to mental health services remains limited, particularly for socioeconomically disadvantaged populations. Art-based interventions have emerged as promising approaches to support mental health and socioemotional development. However, significant gaps persist in understanding their efficacy, scalability, and long-term impact.

Objective: This study aims to evaluate the effectiveness and cost-effectiveness of a community-based visual arts intervention on children’s self-concept, psychological adjustment, and health-related quality of life (HRQoL) in vulnerable communities.

Methods: This study is a cluster nonrandomized controlled trial with children from socioeconomically disadvantaged neighborhoods. Children aged 6 to 12 years (n=156; intervention: n=104, 66.7%; waitlist control: n=52, 33.3%) will be recruited through schools and community projects. Allocation to the intervention or waitlist control group will be based on neighborhood or cluster membership. The intervention consists of 1-hour weekly visual arts sessions over 9 months led by a professional artist, culminating in community art exhibitions. Assessments will be conducted at baseline (T1) and postintervention assessment (T2) using validated measures: the Strengths and Difficulties Questionnaire (SDQ) for psychological adjustment, the Self-Perception Profile for Children (SPPC) for self-concept, and the Child Health Utility 9D (CHU9D) for HRQoL, as well as societal resource use and related costs. Quantitative data will be analyzed using regression models and intention-to-treat principles.

Results: This study was funded in September 2023. Recruitment began in March 2024 and ended in July 2025. As of April 2024, a total of 179 participants had been enrolled. Data collection was completed in July 2025, and analysis is expected to begin in April 2026. Results are anticipated to be published in September 2026.

Conclusions: This project has the potential to enhance children’s self-concept, psychological adjustment, and HRQoL through participation in a community-based visual arts intervention. The study design, with assessments at preintervention and postintervention time points, will provide valuable insights into the trajectories of psychosocial and quality-of-life outcomes in this population. In addition, the combination of psychosocial assessment and economic evaluation will generate important evidence on the cost-effectiveness of art-based interventions, informing both educational and public health decision-making.

Trial Registration: ClinicalTrials.gov NCT07165704; https://clinicaltrials.gov/study/NCT07165704

Place, publisher, year, edition, pages
JMIR Publications, 2026
Keywords
cost-effectiveness, emotional adjustment, quality of life, child health, community galleries, self-concept
National Category
Public Health, Global Health and Social Medicine Applied Psychology Pediatrics
Identifiers
urn:nbn:se:uu:diva-596854 (URN)10.2196/84994 (DOI)001851646000001 ()42585664 (PubMedID)
Available from: 2026-08-28 Created: 2026-08-28 Last updated: 2026-08-28Bibliographically approved
Santos, A. R., von Hafe, F., Sampaio, F., Londral, A. R. & Perelman, J. (2026). Author Reply [Letter to the editor]. Value in Health
Open this publication in new window or tab >>Author Reply
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2026 (English)In: Value in Health, ISSN 1098-3015, E-ISSN 1524-4733Article in journal, Letter (Other academic) In press
Place, publisher, year, edition, pages
Elsevier, 2026
National Category
Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:uu:diva-593238 (URN)10.1016/j.jval.2026.04.015 (DOI)2-s2.0-105042249916 (Scopus ID)
Funder
Uppsala University
Available from: 2026-06-30 Created: 2026-06-30 Last updated: 2026-07-02Bibliographically approved
Tamm, M., Padrik, P., Ojamaa, K., Paas, A., Lepland, A., Kruuv-Käo, K., . . . Tõnisson, N. (2026). Clinical Implementation Study of Genetic Risk-Based Breast Cancer Screening. Clinical Breast Cancer, 26(2), 204-215
Open this publication in new window or tab >>Clinical Implementation Study of Genetic Risk-Based Breast Cancer Screening
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2026 (English)In: Clinical Breast Cancer, ISSN 1526-8209, E-ISSN 1938-0666, Vol. 26, no 2, p. 204-215Article in journal (Refereed) Published
Abstract [en]

Background

Breast cancer (BC) remains the most common type of cancer and the leading cause of cancer-related deaths in women despite the widespread screening programs and personalized treatment options. Current age-based screening programs are suboptimal missing high-risk young women. The “Be RIGHT with breast cancer risk management” (BRIGHT) study evaluated a genetic risk-based personalized BC screening service model in real-world healthcare settings, focusing on younger women excluded from standard screening.

Methods

The BRIGHT study included 800 healthy Estonian women aged 35 to 49 using telemedicine and home-based testing. Participants underwent polygenic risk score (PRS) testing and based on the questionnaire those meeting the monogenic pathogenic variant (MPV) testing criteria were referred to clinical geneticists. All women received personalized genetic risk-based clinical recommendations, and if needed, referral to BC screening. Participants’ and healthcare professionals’ feedback was collected.

Results

330 (41.3%) women with elevated polygenic risk received recommendations to start screening earlier than the current standard. 124 (15.5%) women were advised to begin BC screening immediately, among whom one was diagnosed with stage 0 cancer and one with a precancerous lesion. Of the 90 participants completing MPV testing, four (4.4%) were MPV-positive. Feedback indicated high satisfaction with the digital approach and a clear understanding of results and recommendations.

Conclusions

The study demonstrated the feasibility and acceptability of a personalized genetic risk-based BC screening model. It has the potential to enhance BC screening programs, particularly for younger women and those at higher genetic risk, while avoiding unnecessary interventions for low-risk individuals.

Place, publisher, year, edition, pages
Elsevier, 2026
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:uu:diva-571042 (URN)10.1016/j.clbc.2025.08.021 (DOI)001692401300001 ()2-s2.0-105020770188 (Scopus ID)
Funder
European Commission
Available from: 2025-11-05 Created: 2025-11-05 Last updated: 2026-05-22Bibliographically approved
Santos, A. R., Sampaio, F., Guede-Fernández, F., Perelman, J. & Londral, A. (2026). Cost-Effectiveness Analysis of Chatbot-Supported Remote Patient Monitoring for Anticoagulation Management: Health Economic Evaluation Within a Pilot Crossover Trial. Journal of Medical Internet Research, 28, Article ID e85430.
Open this publication in new window or tab >>Cost-Effectiveness Analysis of Chatbot-Supported Remote Patient Monitoring for Anticoagulation Management: Health Economic Evaluation Within a Pilot Crossover Trial
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2026 (English)In: Journal of Medical Internet Research, E-ISSN 1438-8871, Vol. 28, article id e85430Article in journal (Refereed) Published
Abstract [en]

Background: Digital health technologies (DHTs) are increasingly integrated into clinical practice, yet economic evaluations remain scarce, particularly in the early development stages. Within the NICE (National Institute for Health and Care Excellence) Evidence Standards Framework, Tier C DHTs comprise technologies with direct clinical implications and measurable health outcomes, for which robust economic evidence is essential. Early-stage assessments are particularly important to inform subsequent development, refinement, and adoption decisions across the digital health lifecycle.

Objective: This study aims to explore the feasibility of integrating a full trial-based economic evaluation within an early-stage pilot comparing a chatbot-supported remote patient monitoring (RPM) solution for anticoagulation management with the standard of care (SOC).

Methods: A cost-effectiveness analysis was performed alongside a pilot crossover trial among adult cardiac surgery patients receiving vitamin K antagonists. Participants were allocated to two 6-month sequences (SOC→RPM or RPM→SOC). The intervention consisted of a rule-based chatbot integrated with home-based international normalized ratio self-testing using portable coagulometers to support communication and therapy management. Effectiveness was measured as time in therapeutic range (TTR), and costs were estimated from the Portuguese National Health Service and a limited societal perspective over a 1-year horizon. The analysis 1 applied a within-patient cost-effectiveness approach to estimate incremental costs, incremental TTR, and incremental cost-effectiveness ratios. Uncertainty was explored through nonparametric bootstrapping (5000 replications) and deterministic sensitivity analyses. Complementary comparisons examined differences between sequences (analysis 2), between periods (analysis 3), and within each sequence (analysis 4).

Results: A total of 19 patients were included in the analyses. In analysis 1, RPM improved anticoagulation control, with a mean within-patient increase of 10.43 percentage points in time in TTR. The mean incremental costs were €198.61 (€1=US $1.08) from the Serviço Nacional de Saúde perspective and €270.05 from the limited societal perspective. The corresponding incremental cost-effectiveness ratios were €19.03 and €25.88 per additional percentage point of TTR gained. Sensitivity analyses produced consistent estimates across parameter variations. Complementary analyses (2-4) suggested that RPM tended to be more cost-effective when implemented after the initial 6-month postoperative period.

Conclusions: This proof-of-concept study demonstrates that a full trial-based economic evaluation can feasibly be embedded within an early-stage Tier C DHT. The intervention showed improved anticoagulation control alongside higher costs, providing initial insights into its cost-effectiveness profile. Positioned within the digital health evidence continuum, such assessments can function as a learning stage within the lifecycle. To address the persistent adoption-evidence gap, tier- and stage-aligned frameworks are needed to guide the economic evaluation of DHTs. This study contributes to that goal by providing a set of recommendations specifically for Tier C DHTs.

Trial Registration: ClinicalTrials.gov NCT06423521; https://clinicaltrials.gov/study/NCT06423521

Place, publisher, year, edition, pages
JMIR Publications, 2026
Keywords
digital health, economic evaluation, cost-effectiveness, lifecycle, remote patient monitoring, chatbot, anticoagulants
National Category
Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:uu:diva-592945 (URN)10.2196/85430 (DOI)001802357100002 ()42308519 (PubMedID)2-s2.0-105042481238 (Scopus ID)
Available from: 2026-06-29 Created: 2026-06-29 Last updated: 2026-07-06Bibliographically approved
Moe, I., Durbeej, N., de Oliveira, C. & Sampaio, F. (2026). Healthcare utilization and costs of early childhood mental health problems: a longitudinal analysis using multi-rater assessments and Swedish national registers. Child and Adolescent Psychiatry and Mental Health, 20(1), Article ID 84.
Open this publication in new window or tab >>Healthcare utilization and costs of early childhood mental health problems: a longitudinal analysis using multi-rater assessments and Swedish national registers
2026 (English)In: Child and Adolescent Psychiatry and Mental Health, E-ISSN 1753-2000, Vol. 20, no 1, article id 84Article in journal (Refereed) Published
Abstract [en]

Background: Mental health problems in preschool children are rising in Sweden, yet their economic impact on the health sector remains poorly quantified. This study estimated the incremental healthcare utilization and costs associated with early mental health problems to inform resource allocation and early intervention.

Methods: We analyzed an exact matched sample of 1206 drawn from a cohort of 6957 children aged 3-5 from Uppsala Region, Sweden. Early mental health problems were identified using the Strengths and Difficulties Questionnaire reported by mothers, fathers and teachers. Data were linked to national registers to estimate cumulative healthcare utilization and costs over four years from a health sector perspective. Hurdle models, generalized linear models, and two-part models compared utilization and costs between children with and without early symptoms. Sub-group analyses by sex, symptoms, and raters were performed.

Results: Children with early mental health problems consumed three additional units of medication with an incremental cost of US$ 299, one additional specialized outpatient visit with an incremental cost of US$ 622, and five additional primary care visits with an incremental cost of US$ 376 compared to their healthy peers. Healthcare utilization and costs were higher for boys with externalizing and internalizing symptoms. Findings were consistent across all rater groups.

Conclusions: Early childhood mental health problems represent a substantial economic impact to the healthcare sector. The findings suggest that early identification and intervention in the preschool years may offer significant opportunities for cost-offsetting and improved long-term system efficiency.

Place, publisher, year, edition, pages
Springer Nature, 2026
Keywords
Preschool children, Early mental health problems, Healthcare utilization, Costs, Economic impact, Sweden
National Category
Health Care Service and Management, Health Policy and Services and Health Economy Psychiatry Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:uu:diva-593045 (URN)10.1186/s13034-026-01110-8 (DOI)001793359200001 ()42286581 (PubMedID)2-s2.0-105041773212 (Scopus ID)
Available from: 2026-07-01 Created: 2026-07-01 Last updated: 2026-07-03Bibliographically approved
del Vicario, M., Pons Muzzo, L., Harkin, K., Marginet i Assens, R., Lasebikan, T., Tõnisson, N., . . . Rosenmöller, M. (2026). Implementing polygenic risk-based breast cancer screening across European health systems: insights from the BRIGHT project. Frontiers in Health Services, 6, Article ID 1829295.
Open this publication in new window or tab >>Implementing polygenic risk-based breast cancer screening across European health systems: insights from the BRIGHT project
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2026 (English)In: Frontiers in Health Services, E-ISSN 2813-0146, Vol. 6, article id 1829295Article in journal (Refereed) Published
Abstract [en]

Introduction:

Polygenic risk scores (PRS) offer a novel means of stratifying breast cancer risk, with the potential to personalize screening protocols and measures, and thus improve early detection. However, their implementation in real-world settings remains poorly understood. This study, as part of the BRIGHT project, investigates how PRS-based breast cancer screening is being piloted, adapted, and resisted across five European countries, Estonia, Portugal, Spain, Sweden, and France, drawing on a combination of implementation science and business model theory.

Methods:

We employed a multiple-case study approach, conducting 94 semi-structured interviews with stakeholders across healthcare, policy, industry, and civil society. Analysis was guided by the Value-Information-Process (VIP) framework and complemented by selected constructs from the Consolidated Framework for Implementation Research (CFIR). Data were coded thematically and triangulated with national policy documents, pilot evaluations, and stakeholder workshops.

Results:

Implementation trajectories varied significantly across contexts. Estonia demonstrated advanced policy-driven integration enabled by digital infrastructure and centralized governance. Sweden and Spain followed pilot-to-policy models, with strong regional autonomy but slower national uptake. Portugal exhibited market-led adoption driven by private sector innovation, while France pursued a trial-first logic centered on MyPeBS. Common barriers included limited clinical guidelines, low genetic literacy among frontline providers, fragmented IT systems, and slow and unclear Health Technology Assessment (HTA) cycles. Key facilitators included strong institutional alignment, biobank-linked infrastructures, and public trust in preventive care.

Discussion:

Successful PRS implementation requires more than scientific validation; it depends on systemic readiness across value narratives, information systems, and governance processes. PRS-based screening thus serves as a test case for the broader challenge of integrating personalized genomics into public health. Findings offer strategic guidance for policymakers, clinicians, and researchers designing future-ready prevention pathways.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2026
Keywords
breast cancer screening, business models, digital health infrastructure, genomic medicine, health technology assessment, implementation science, personalized prevention, polygenic risk score (PRS)
National Category
Public Health, Global Health and Social Medicine Health Care Service and Management, Health Policy and Services and Health Economy Cancer and Oncology
Identifiers
urn:nbn:se:uu:diva-595213 (URN)10.3389/frhs.2026.1829295 (DOI)001825459100001 ()42482851 (PubMedID)
Available from: 2026-08-12 Created: 2026-08-12 Last updated: 2026-08-12Bibliographically approved
Santos, A. R., von Hafe, F., Sampaio, F., Londral, A. R. & Perelman, J. (2026). Mapping Methodologies for Economic Evaluation of Digital Health Technologies: A Scoping Review. Value in Health, 29(2), 311-323
Open this publication in new window or tab >>Mapping Methodologies for Economic Evaluation of Digital Health Technologies: A Scoping Review
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2026 (English)In: Value in Health, ISSN 1098-3015, E-ISSN 1524-4733, Vol. 29, no 2, p. 311-323Article, review/survey (Refereed) Published
Abstract [en]

OBJECTIVES: Digital health technologies (DHTs) are reshaping healthcare delivery; yet, their diverse functionalities, dynamic nature, and nontraditional impact pathways challenge conventional economic evaluation methods. This scoping review aimed to systematically map existing frameworks for the economic evaluation of DHTs, assess their methodological components, and identify gaps to inform more robust, standardized approaches.

METHODS: Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses for Scoping Reviews guidelines, we conducted a comprehensive literature search across academic databases (PubMed, Scopus, Web of Science, and Business Source Complete) and gray literature. Records published since 2015 were included if they described frameworks incorporating economic evaluation methods for DHTs. Data were extracted across the following key methodological dimensions: evaluation type, study design, comparator, time horizon, perspective, effectiveness measures, cost components, and uncertainty analysis.

RESULTS: We identified 26 frameworks, and the analysis revealed pronounced heterogeneity across methodological domains. Although 50% (n = 13) included both full and partial evaluations, core components were often missing: 81% (n = 21) did not define a time horizon, and in 73% (n = 19) the evaluation perspective was absent. Cost-utility analysis and budget impact analysis were the most frequently cited methods; yet, few frameworks justified their choice or linked it to the maturity of the technology. Some addressed adaptive study designs or aligned evaluation strategies with DHTs lifecycle stages. Cost inclusions varied substantially, with limited attention to productivity losses costs.

CONCLUSIONS: Current frameworks lack standardization and are not fully adapted to the characteristics of DHTs. Future development should prioritize flexible, lifecycle-aligned evaluation models and standardized guidance to support evidence-based digital health decision making.

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
HTA, digital health interventions, digital health technologies, economic evaluation, frameworks
National Category
Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:uu:diva-574523 (URN)10.1016/j.jval.2025.09.012 (DOI)001677577900001 ()41015334 (PubMedID)2-s2.0-105021666081 (Scopus ID)
Available from: 2026-01-02 Created: 2026-01-02 Last updated: 2026-07-03Bibliographically approved
Sjöblom, K., Bellander, M., Nilbrink, J., Zetterqvist, M., Sampaio, F., Hedman-Lagerlöf, E., . . . Bjureberg, J. (2026). Randomised superiority trial evaluating an online transdiagnostic emotion regulation treatment for adolescents with mental health conditions: study protocol. BMJ Open, 16(7), Article ID e116511.
Open this publication in new window or tab >>Randomised superiority trial evaluating an online transdiagnostic emotion regulation treatment for adolescents with mental health conditions: study protocol
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2026 (English)In: BMJ Open, E-ISSN 2044-6055, Vol. 16, no 7, article id e116511Article in journal (Refereed) Published
Abstract [en]

Introduction Mental health conditions are prevalent during adolescence, but access to early evidence-based treatments remains limited. Scalable, online, theory-based transdiagnostic interventions delivered in primary care have the potential to reduce this treatment gap, but the effectiveness remains unknown. The objective is to investigate whether an online transdiagnostic emotion regulation treatment for adolescents with mental health conditions is superior to an active control treatment.

Methods and analysis This single-blind, randomised clinical superiority trial will evaluate the effectiveness and cost-effectiveness of an online transdiagnostic emotion regulation treatment for adolescents with mental health conditions within primary care in Sweden. We aim to include 388 participants (adolescents aged 12–17 years with mental health conditions and their parents), recruited through primary care and self-referral. Patients will be randomised to either an online transdiagnostic emotion regulation treatment or an active control treatment. Participants will receive 6 weeks of therapist-guided online transdiagnostic emotion regulation treatment or an active control treatment consisting of 6 weeks of online supportive treatment. Parents will participate in parallel with their adolescents in both conditions and will receive an online parent course. The primary outcome, assessed by blinded assessors, will be clinical global symptom severity measured with the Clinical Global Impressions-Severity scale. Treatment effectiveness will be evaluated through blinded assessment and self-assessment at primary endpoint (immediately after treatment) and 3 months after treatment. In addition, a health economic evaluation will be conducted. The study will be undertaken between October 2023 and July 2026.

Ethics and dissemination The study has obtained ethical approval from the Swedish Ethical Review Authority. Findings will be disseminated in peer-reviewed publications and presented at scientific conferences.

Trial registration number NCT06067165.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2026
Keywords
Adolescent, Primary Care, Treatment Outcome, Mental Health, Health Economics, Clinical Trial
National Category
Psychiatry
Identifiers
urn:nbn:se:uu:diva-595529 (URN)10.1136/bmjopen-2026-116511 (DOI)001836776500001 ()42526916 (PubMedID)2-s2.0-105046350169 (Scopus ID)
Funder
Kavli TrustRegion Stockholm, NSV: FoUI-937418Region Stockholm, FoUI-990404
Available from: 2026-08-18 Created: 2026-08-18 Last updated: 2026-08-18Bibliographically approved
Flores, S., Fäldt, A., Grönqvist, E., Sampaio, F. & Sarkadi, A. (2026). Targeting Equity in Early Childhood: Resource Allocation in Sweden's Extended Home Visiting Program. International Journal for Equity in Health, 25(1), Article ID 112.
Open this publication in new window or tab >>Targeting Equity in Early Childhood: Resource Allocation in Sweden's Extended Home Visiting Program
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2026 (English)In: International Journal for Equity in Health, E-ISSN 1475-9276, Vol. 25, no 1, article id 112Article in journal (Refereed) Published
Abstract [en]

Background 

Sweden allocated SEK 354.5 million (approximately EUR 31.5 million) between 2018 and 2022 to extend home visiting services for families in socioeconomically disadvantaged areas. This initiative operationalises proportionate universalism within a decentralised welfare system where 21 regional governments hold authority over healthcare delivery. We examined whether program resources reached areas of greatest need and how targeting varied across regions and over time. 

Methods 

We analysed Swedish administrative register data aggregated to 12,258 small statistical area-year observations across four implementing regions during each region's post-rollout period. Program dosage was measured as probability-weighted exposure based on patient registration patterns between areas and child health centres. Socioeconomic need was measured using the Care Need Index (CNI). We estimated targeting associations using linear regressions with year fixed effects and standard errors clustered at the area level. We assessed equity using the Concentration Index and a proportional allocation benchmark, and evaluated within-area heterogeneity in household vulnerability. 

Results 

Program resources were positively associated with area-level need (beta = 0.101, 95% CI: 0.091-0.111, p < 0.001). Where the program operated, targeting exceeded proportional benchmarks (proportionality ratio = 1.33) and the Concentration Index was positive (CI = 0.074), indicating pro-poor allocation. However, only 47% of high-need areas had any program presence, and regional variation was substantial: Stockholm's targeting association was over three times stronger than Sk & aring;ne's (beta = 0.145 vs. 0.043). Within-area analysis revealed that more heterogeneous areas received slightly lower dosage, suggesting area-based allocation partially misses within-neighbourhood inequalities. 

Conclusions 

Sweden directed resources toward higher-need areas, with targeting that exceeded proportional benchmarks where the program was implemented. The primary equity challenge was not targeting accuracy but coverage: more than half of high-need areas lacked any program presence. Achieving equitable outcomes through proportionate universalism requires both accurate allocation formulas and sufficient implementation capacity to reach all areas of need.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2026
Keywords
Proportionate universalism, Health equity, Child health services, Resource allocation, Concentration index, Home visiting, Sweden
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:uu:diva-582989 (URN)10.1186/s12939-026-02867-2 (DOI)001753283400001 ()42046080 (PubMedID)2-s2.0-105037516038 (Scopus ID)
Funder
Swedish National Board of Health and Welfare, 2021-00475
Available from: 2026-03-24 Created: 2026-03-24 Last updated: 2026-06-12Bibliographically approved
Projects
Better health and fairer decisions: incorporating equity concerns into the economic evaluation of public health and health care interventions [2018-01215_Forte]; Uppsala UniversityInternet-Based Cognitive Behavioural Therapy (iCBT) for mental health problems in primary care: can it improve population health and reduce inequalities? [2021-06474_VR]; Uppsala UniversityAssessing ADHD in children: A randomized controlled trial to estimate reliability, validity, and cost-effectiveness of a brief versus a comprehensive assessment protocol [2021-01113_Forte]; Uppsala UniversityPersonalized clinical management of oncology patients with acute kidney injury associated to immune inhibitors. [2022-00537_Vinnova]; Uppsala UniversityReducing inequities in health and development through improving the compensatory capacity of universal child health and early education services [2023-01130_Forte]; Uppsala UniversityUsing register data to shape child and mental health policy: A visit by associate professor Claire de Oliveira, senior health economist at the Centre for Addiction and Mental Health, Toronto, Canada. [2023-01602_Forte]; Uppsala UniversityEconomic impact and value of prevention of eating disorders in Sweden [2024-00605_Forte]; Uppsala University
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-5540-9853

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