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Psychometric properties of an innovative smartphone application to investigate the daily impact of hypoglycemia in people with type 1 or type 2 diabetes: The Hypo-METRICS app

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posted on 2023-06-22, 10:23 authored by U Søholm, M Broadley, N Zaremba, P Divilly, G Nefs, J Carlton, JK Mader, PM Baumann, M Gomes, G Martine-Edith, DJ Pollard, D Rath, S Heller, U Pedersen-Bjergaard, RJ McCrimmon, E Renard, M Evans, B de Galan, T Forkmann, SA Amiel, C Hendrieckx, J Speight, P Choudhary, F Pouwer, HYPO‐RESOLVE Consortium
Introduction The aim of this study was to determine the acceptability and psychometric properties of the Hypo-METRICS (Hypoglycemia MEasurement, ThResholds and ImpaCtS) application (app): a novel tool designed to assess the direct impact of symptomatic and asymptomatic hypoglycemia on daily functioning in people with insulin-treated diabetes. Materials and methods 100 adults with type 1 diabetes mellitus (T1DM, n = 64) or insulin-treated type 2 diabetes mellitus (T2DM, n = 36) completed three daily 'check-ins' (morning, afternoon and evening) via the Hypo-METRICs app across 10 weeks, to respond to 29 unique questions about their subjective daily functioning. Questions addressed sleep quality, energy level, mood, affect, cognitive functioning, fear of hypoglycemia and hyperglycemia, social functioning, and work/productivity. Completion rates, structural validity, internal consistency, and test-retest reliability were explored. App responses were correlated with validated person-reported outcome measures to investigate convergent (rs>±0.3) and divergent (rs<±0.3) validity. Results Participants' mean±SD age was 54±16 years, diabetes duration was 23±13 years, and most recent HbA1c was 56.6±9.8 mmol/mol. Participants submitted mean±SD 191±16 out of 210 possible 'check-ins' (91%). Structural validity was confirmed with multi-level confirmatory factor analysis showing good model fit on the adjusted model (Comparative Fit Index >0.95, Root-Mean-Square Error of Approximation <0.06, Standardized Root-Mean-square Residual<0.08). Scales had satisfactory internal consistency (all ω≥0.5), and high test-retest reliability (rs≥0.7). Convergent and divergent validity were demonstrated for most scales. Conclusion High completion rates and satisfactory psychometric properties demonstrated that the Hypo-METRICS app is acceptable to adults with T1DM and T2DM, and a reliable and valid tool to explore the daily impact of hypoglycemia.

Funding

Innovative Medicines Initiative 2 Joint Undertaking (JU) under grant agreement No 777460

European Union’s Horizon 2020 research and innovation programme and EFPIA and T1D Exchange, JDRF, International Diabetes Federation (IDF) and The Leona M. and Harry B. Helmsley Charitable Trust

The industry partners supporting the JU include Abbott Diabetes Care, Eli Lilly, Medtronic, Novo Nordisk and Sanofi-Aventis

History

Author affiliation

Diabetes Research Centre, University of Leicester

Version

  • VoR (Version of Record)

Published in

PLoS ONE

Volume

18

Issue

3 March

Pagination

e0283148

Publisher

Public Library of Science (PLoS)

issn

1932-6203

eissn

1932-6203

Copyright date

2023

Available date

2023-06-22

Editors

Jan Y-K

Spatial coverage

United States

Language

eng