Evidence map›Paper›PMID 35330461›Full record

ArticleJournal of personalized medicine2022

Newly Diagnosed Type 2 Diabetes Care between Family Physicians, Endocrinologists, and Other Internists in Taiwan: A Retrospective Population-Based Cohort Study.

Pei-Lin Chou, I-Hui Chiang, Chi-Wei Lin, His-Hao Wang, Hao-Kuang Wang, Chi-Hsien Huang, Chao-Sung Chang, Ru-Yi Huang, Chung-Ying Lin

Open access · goldAbstract read
In one paragraph

Article in Journal of personalized medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.2field-weighted citation impact, top 53% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 1 institution in 1 country.

Pei-Lin ChouDepartment of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan.
I-Hui ChiangDepartment of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan.
Chi-Wei LinDepartment of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan.
His-Hao WangCollege of Medicine, I-Shou University, Kaohsiung 82445, Taiwan.
Hao-Kuang WangCollege of Medicine, I-Shou University, Kaohsiung 82445, Taiwan.
Chi-Hsien HuangDepartment of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan.
Chao-Sung ChangCollege of Medicine, I-Shou University, Kaohsiung 82445, Taiwan.
Ru-Yi HuangDepartment of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan.ORCID 0000-0001-6867-7171
Chung-Ying LinInstitute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan.ORCID 0000-0002-2129-4242
E-Da Hospital · TW

Funding

E Da Hospital, the Center for Data Science for big data CFDR-B-103-1-6
6 · The paper itself

Abstract

(1) Background: We aimed to determine whether physicians of different specialties perform differently in the monitoring, cost control, and prevention of acute outcomes in diabetes care. (2) Methods: Using data from the Health and Welfare Data Science Center, participants with newly diagnosed type 2 diabetes (n = 206,819) were classified into three cohorts based on their primary care physician during the first year of diagnosis: family medicine (FM), endocrinologist, and other internal medicine (IM). The three cohorts were matched in a pairwise manner (FM (n = 28,269) vs. IM (n = 28,269); FM (n = 23,407) vs. endocrinologist (n = 23,407); IM (n = 43,693) vs. endocrinologist (n = 43,693)) and evaluated for process indicators, expenditure on diabetes care, and incidence of acute complications (using subdistribution hazard ratio; sHR). (3) Results: Compared to the FM cohort, both the IM (sHR, 1.26; 95% CI, 1.08 to 1.47) and endocrinologist cohorts (sHR, 1.57; 95% CI, 1.38−1.78) had higher incidences of acute complications. The FM cohort incurred lower costs than the IM cohort (USD 487.41 vs. USD 507.67, p = 0.01) and expended less than half of the diabetes-related costs of the endocrinology cohort (USD 484.39 vs. USD 927.85, p < 0.001). (4) Conclusion: Family physicians may provide better care at a lower cost to newly diagnosed type 2 diabetes patients. Relatively higher costs incurred by other internists and endocrinologists in the process of diabetes care may be explained by the more frequent ordering of specialized tests.

Indexed as

diabetes carefamily physiciangeneralistsspecialistsvascular complications

Identifiers

PMID35330461
PMCPMC8955527
OpenAlexW4221099841

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.