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☐ ☆ ✇ BMJ Open

Validation of a standardised approach to collect sociodemographic and social needs data in Canadian primary care: cross-sectional study of the SPARK tool

Por: Kosowan · L. · Katz · A. · Howse · D. · Adekoya · I. · Delahunty-Pike · A. · Seshie · A. Z. · Marshall · E. G. · Aubrey-Bassler · K. · Abaga · E. · Cooney · J. · Robinson · M. · Senior · D. · Zsager · A. · ORourke · J. J. · Neudorf · C. · Irwin · M. · Muhajarine · N. · Pinto · A. D. — Septiembre 10th 2025 at 05:45
Objective

This study validates the previously tested Screening for Poverty And Related social determinants to improve Knowledge of and access to resources (‘SPARK Tool’) against comparison questions from well-established national surveys (Post Survey Questionnaire (PSQ)) to inform the development of a standardised tool to collect patients’ demographic and social needs data in healthcare.

Design

Cross-sectional study.

Setting

Pan-Canadian study of participants from four Canadian provinces (SK, MB, ON and NL).

Participants

192 participants were interviewed concurrently, completing both the SPARK tool and PSQ survey.

Main outcomes

Survey topics included demographics: language, immigration, race, disability, sex, gender identity, sexual orientation; and social needs: education, income, medication access, transportation, housing, social support and employment status. Concurrent validity was performed to assess agreement and correlation between SPARK and comparison questions at an individual level as well as within domain clusters. We report on Cohen’s kappa measure of inter-rater reliability, Pearson correlation coefficient and Cramer’s V to assess overall capture of needs in the SPARK and PSQ as well as within each domain. Agreement between the surveys was described using correct (true positive and true negative) and incorrect (false positive and false negative) classification.

Results

There was a moderate correlation between SPARK and PSQ (0.44, p60), SPARK correctly classified 90.5% (n=176/191).

Conclusions

SPARK provides a brief 15 min screening tool for primary care clinics to capture social and access needs. SPARK was able to correctly classify most participants within each domain. Related ongoing research is needed to further validate SPARK in a large representative sample and explore primary care implementation strategies to support integration.

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