Evidence map›Paper›PMID 35178370›Full record

ArticleFrontiers in public health2021

Patient Preferences for Diabetes Treatment Among People With Type 2 Diabetes Mellitus in China: A Discrete Choice Experiment.

Yuankai Huang, Qixiang Huang, Ailin Xu, Mengqing Lu, Xiaoyu Xi

Open access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
5.5field-weighted citation impact, top 4% 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

17 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Perspectives on Stringent Glycemic Control and Weight Loss Among Patients with Type 2 Diabetes in China: A Survey Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Outcomes and Attributes Patients Value When Choosing Glucose-Lowering Medications: A Mixed-Methods Study.Clinical diabetes : a publication of the American Diabetes Association · 2024
    Article
  10. Article
  11. Article
  12. Patient-Reported Outcomes in People with Type 2 Diabetes Receiving Tirzepatide in the SURPASS Clinical Trial Programme.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023
    Article
  13. Article
  14. Article
  15. 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

5 authors at 1 institution in 1 country.

Yuankai HuangThe Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.
Qixiang HuangThe Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.
Ailin XuThe Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.
Mengqing LuThe Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.
Xiaoyu XiThe Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.
China Pharmaceutical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPreferences for diabetes treatment-related attributes may be significant in diabetes management. However, there is a lack of evidence on patient preferences for diabetes in China.

methodsA large-scale questionnaire survey was conducted in the hospitals of mainland China. Participants' preferences for six attributes were evaluated

resultsThe sample consisted of 709 patients (male 51.9%; female 48.1%). The results of the model indicated that patients' preference weight (PW) of days on which the blood glucose level is under control per week was the highest (1.41), and the PW of blood glucose monitoring frequency was the lowest (0.642). Patients were generally willing to pay for improvements in their type 2 diabetes mellitus (T2DM) treatment, and they had relatively higher WTP to avoid the blood glucose level within a normal value of 1 day/week (¥176.01) and also to avoid the frequency of hypoglycemic events within the range of 1-2/month (¥144.53).

conclusionThe number of days on which the blood glucose level is under control per week is the most important attribute in the treatment choice for patients with T2DM in China, followed by the frequency of hypoglycemic events, medication regimen, weight change, and blood glucose monitoring.

Indexed as

Diabetes Mellitus, Type 2Blood GlucoseBlood Glucose Self-MonitoringFemaleHumansHypoglycemic AgentsMalePatient PreferenceBlood GlucoseHypoglycemic AgentsChinesediabetesdiscrete choice experimentpreferenceswillingness to pay

Identifiers

PMID35178370
PMCPMC8846300
OpenAlexW4210639423

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.