Observational studyMedicine2020
Patient-perceived service needs and health care utilization in people with type 2 diabetes: A multicenter cross-sectional study.
Observational study in Medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed, 7 citations in OpenAlex.
- Accessibility and utilization of healthcare services among diabetic patients: Is diabetes a poor man's ailment?World journal of diabetes · 2023Review
- Prevalence and characteristics of antidepressant prescribing in adults with comorbid depression and type 2 diabetes mellitus: A systematic review and meta-analysis.Health sciences review (Oxford, England) · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The aim of this study was to investigate service needs and health care utilization among people with type 2 diabetes, further to identify the relationship between service needs and health care utilization.We used a self-reported questionnaire to collect data regarding demographic and diabetes characteristics, service needs toward self-management and follow-up care, and 4 health care utilizations during past year. Multiple linear regression and binary logistic regression were used to test the impacts of demographic and diabetes characteristics on service needs and health care utilizations, respectively. Spearman rank correlations were used to explore correlation between service needs and health care utilization.We recruited 1796 participants with type 2 diabetes from 20 community health centers across 12 cities of Sichuan Province in China. Needs of self-management and follow-up had significant positive correlations with health care utilization. Participants rated that nutrition was the most needed aspects of self-management (78.5%), and out-patient visit was the most popular type of follow-up (66.8%). Educational level and treatment modality were predictors of self-management needs. Low educational level (elementary school or blow, β = 0.11, P = .008; middle school, β = 0.10, P = .015) and insulin treatment (β = 0.08, P = .007) were positive factors of self-management needs. Younger age (age < 45 years old, β = 0.07, P = .046), being employed (β = 0.14, P < .001), and underdeveloped region (β = 0.16, P < .001) were positive factors of follow-up care needs. Elementary educational level (OR: 0.53; CI: 0.30-0.96) and underdevelopment region (OR: 0.01; CI: 0.01-0.07) were protective factors of general practitioner visit, in contrast, those factors were risk factors of specialist visit (elementary educational level, OR: 1.69; CI: 1.13-2.5; underdevelopment region, OR: 2.93; CI: 2.06-4.16) and emergency room visit (elementary educational level, OR: 2.97; CI: 1.09, 8.08; underdevelopment region, OR: 6.83; CI: 2.37-14.65).The significant positive relationship between service needs and health care utilization demonstrated the role of service needs in influencing health care utilization. When self-management education is provided, age, educational level, employment status, treatment modality, and region should be considered to offer more appropriate education and to improve health care utilization.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.