Evidence map›Paper›PMID 36711405›Full record

ArticleFrontiers in public health2022

Does self-medication reduce medical expenditure among the middle-aged and elderly population? A four-wave longitudinal study in China.

Zehao Zheng, Zhanchun Feng, Donglan Zhang, Xiaobo Sun, Dong Dong, Youxi Luo, Da Feng

Open access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.2field-weighted citation impact, top 8% 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

8 citing papers in PubMed, 11 citations in OpenAlex.

  1. Self-medication - A self-inflicted harm in medical students.Journal of family medicine and primary care · 2025
    Article
  2. Accessibility of and barriers to the use of eye health services in Kumasi Metropolis, Ghana.African journal of primary health care & family medicine · 2024
    Article
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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

7 authors at 5 institutions in 2 countries.

Zehao ZhengSchool of Pharmacy, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China.
Zhanchun FengSchool of Medicine and Health Management, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China.
Donglan ZhangDivision of Health Services Research, Department of Foundations of Medicine, New York University Long Island School of Medicine, Mineola, NY, United States.
Xiaobo SunSchool of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China.
Dong DongJC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, China.
Youxi LuoSchool of Science, Hubei University of Technology, Wuhan, China.
Da FengSchool of Pharmacy, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China.
Huazhong University of Science and Technology · CNChinese University of Hong Kong · CNHubei University of Technology · CNLong Island University · USZhongnan University of Economics and Law · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Self-medication has a high prevalence in the middle-aged and elderly population in China. Despite the published evidence demonstrating the economic benefits of self-medication, limited research has addressed the relationship between self-medication and individual medical expenditures, especially within the Chinese population. This study examined the effect of self-medication on individual medical expenditures in China and analyzed the heterogeneity between outpatient and inpatient cases. Methods: We conducted a panel data analysis using data from four waves of the China Health and Retirement Longitudinal Study (CHARLS). Two-part mixed-effect models were implemented to estimate the effect of self-medication on total outpatient and inpatient expenses and out-of-pocket (OOP) costs, where mixed-effects logit regression was used as the first part, and generalized linear mixed models with log link and gamma distribution was used as the second part. Results: We identified 72,041 responses representing 24,641 individuals, of which 13,185 responses incurred outpatient expenses and 9,003 responses incurred inpatient costs. Controlling for all covariates, we found that self-medication behaviors were significantly associated with a higher probability of outpatient service utilization (OR = 1.250, 95% CI = 0.179 to 0.269; Conclusions: This study allowed us to identify the economic value of self-medication among the middle-aged and elderly population in China. Future work should guide the middle-aged and elderly to take responsible self-medication to reduce their economic burden.

Indexed as

Ambulatory CareHealth ExpendituresAgedChinaCosts and Cost AnalysisHumansLongitudinal StudiesMiddle AgedChinalongitudinal studymedical expendituremiddle-aged and elderly populationself-medicationtwo-part mixed-effect model

Identifiers

PMID36711405
PMCPMC9874163
OpenAlexW4315498135

What Socratic 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 Socratic graph.