Evidence map›Paper›PMID 41312032›Full record

ArticleBelitung nursing journal2025

Quality of life and its associated factors among patients with type 2 diabetes mellitus in East Bolaang Mongondow, Indonesia: A cross-sectional study.

Marjes Netro Tumurang, Grace Irene Viodyta Watung, Ake Royke Calvin Langingi

Abstract read
In one paragraph

Article in Belitung nursing journal, 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

3 authors.

Marjes Netro TumurangDepartment of Medical Laboratory, Faculty of Health Science, Poltekkes Kemenkes Manado, Manado, North Sulawesi, Indonesia.ORCID https://orcid.org/0009-0002-3334-737X
Grace Irene Viodyta WatungDepartment of Nursing, Graha Medika Institute of Health and Technology, Kotamobagu, North Sulawesi, Indonesia.ORCID https://orcid.org/0009-0005-4804-0049
Ake Royke Calvin LangingiDepartment of Hospital Administration, Gunung Maria Tomohon College of Health Sciences, Tomohon, North Sulawesi, Indonesia.ORCID https://orcid.org/0009-0009-2089-2011

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Type 2 Diabetes Mellitus (T2DM) is a chronic metabolic disorder characterized by insulin resistance and progressive β-cell dysfunction, leading to long-term complications that negatively affect patients' quality of life (QoL). Various demographic, psychological, and clinical factors influence QoL. However, limited research has explored these associations within the sociocultural context of a rural regency in Indonesia, where variations in healthcare access, education, and economic conditions may uniquely affect QoL. Objective: This study aimed to examine the relationships between clinical and demographic factors and QoL among patients with T2DM. Methods: A cross-sectional study was conducted from June 2024 to February 2025 with 1,030 adult T2DM patients recruited via purposive sampling. QoL was assessed using the Diabetes Quality of Life Scale (DQOL), and anxiety was measured using the State-Trait Anxiety Inventory (STAI). Additional data on employment status, disease duration, age, and therapy type were collected via structured questionnaires. Data were analyzed using SPSS 27 with univariate, bivariate (chi-square), and multivariate logistic regression analyses. Statistical significance was set at Results: Descriptively, most participants were female (90.8%), aged 51-60 years (59.7%), and had completed senior high school (84%). Overall, 61.2% reported good QoL. Anxiety was mild in 73.3% and moderate in 26.7% of participants. Multivariate logistic regression indicated that moderate anxiety ( Conclusion: Longer disease duration, older age (≥50 years), unemployment, moderate anxiety, and insulin therapy were significantly associated with lower QoL among T2DM patients. These findings emphasize the need for integrated care strategies combining educational, psychosocial, and socioeconomic interventions. Nursing practice should prioritize holistic, patient-centered approaches incorporating psychological support, individualized education, and social empowerment.

Indexed as

adultanxietyIndonesiainsulinquality of lifetype 2 diabetes mellitusunemployment

Identifiers

PMID41312032
PMCPMC12648222

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

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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.