Evidence map›Paper›PMID 40734964›Full record

ArticleBMJ public health2025

Association between follow-up visit frequency, medication types prescribed, and glycaemic outcomes among diabetic patients in China's Basic Public Health Services programme: a retrospective cohort study.

Gang Liu, Yao Yi, Jiatong Sun, Haisu Feng, Bingxin Hu, Wenjie Hu, Huiqiao Gu, Ruming Bu, Yawen Jiang

Abstract read
In one paragraph

Article in BMJ public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Gang Liu *Shenzhen Center for Disease Control and Prevention, Shenzhen, Guangdong, China.
Yao Yi *Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, Guangdong, China.
Jiatong Sun *Sun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.
Haisu FengSun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.
Bingxin HuSun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.
Wenjie HuSun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.
Huiqiao GuSun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.
Ruming BuGuangdong Medical University, Zhanjiang, Guangdong, China.
Yawen JiangSun Yat-Sen University School of Public Health (Shenzhen), Shenzhen, Guangdong, China.ORCID https://orcid.org/0000-0002-0498-0662

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Regular follow-up may improve medication utilisation and glycaemic outcomes among persons with diabetes, but evidence on the impact of follow-up frequency within China's Basic Public Health Services (BPHS) programme remains sparse. This study aimed to investigate the association between follow-up frequency, medication utilisation, and glycaemic outcomes among late middle-aged and older adults with diabetes. Methods: This retrospective cohort study used electronic follow-up record data from the BPHS programme in Longhua District, Shenzhen, China, from 2018 to 2020. The primary outcome was the number of distinct medication types prescribed. Secondary outcomes included the average number of diabetic and non-diabetic medication types. Tertiary outcomes were fasting plasma glucose (FPG) levels and satisfactory glycaemic control (defined as physician-documented satisfactory control in >50% of quarterly visits). Raw data were consolidated into quarterly panel data. Statistical analyses, including pooled ordinary least squares regression, fixed-effect models and instrumental variable analyses using indicators for the first two quarters of 2020 as instruments, were conducted. Results: The study included 69 238 patient-quarters representing 15 424 patients aged 50 years or older, with a mean (SD) age of 65.7 (8.6) years and 51.3% women. Results showed that more frequent follow-up visits were associated with an increased number of distinct medication types (0.471; 95% CI 0.339 to 0.603; p<0.001) and primarily due to an increase in diabetic medications (0.469; 95% CI 0.348 to 0.589; p<0.001). Also, a higher number of distinct medication types was associated with lower FPG levels (-0.027; 95% CI -0.050 to -0.004; p=0.022) and a higher probability of having satisfactory glycaemic control (0.007; 95% CI 0.001 to 0.013; p=0.033). Conclusions: Our findings demonstrate that BPHS follow-up visits improve glycaemic control through optimisation of antidiabetic medication utilisation.

Indexed as

Community HealthPharmacoepidemiologyPublic Health

Identifiers

PMID40734964
PMCPMC12306355

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.