Evidence map›Paper›PMID 42490770›Full record

ArticleWorld journal of oncology2026

Direct and Indirect Associations of Sociodemographic Factors and Patient-Perceived Barriers With Delayed Breast Cancer Presentation: A Cross-Sectional Path Analysis.

Juan Adrian Wiranata, Susanna Hilda Hutajulu, Yufi Kartika Astari, Angelica Abigael, Mardiah Suci Hardianti, Kartika Widayati Taroeno-Hariadi, Johan Kurnianda, Yayi Suryo Prabandari, Ibnu Purwanto

Abstract read
In one paragraph

Article in World journal of oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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.

Juan Adrian WiranataDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0002-4093-6327
Susanna Hilda HutajuluDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0001-9236-9435
Yufi Kartika AstariDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0003-0999-8826
Angelica AbigaelSanta Maria Hospital, Cilacap, Indonesia.ORCID https://orcid.org/0009-0004-9390-3723
Mardiah Suci HardiantiDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0002-5360-6693
Kartika Widayati Taroeno-HariadiDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0002-7791-9010
Johan KurniandaDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0002-2045-1795
Yayi Suryo PrabandariDepartment of Health Behaviour, Environment, and Social Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID https://orcid.org/0009-0002-5787-9645
Ibnu PurwantoDivision of Hematology and Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada/Dr. Sardjito General Hospital Yogyakarta, Indonesia.ORCID https://orcid.org/0000-0002-2246-4813

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Delayed presentation remains a contributor to advanced-stage breast cancer (BC) diagnosis and poor outcomes. Although sociodemographic factors are known to influence presentation delay, patient-perceived barriers may play a role in help-seeking behavior. However, the association linking sociodemographic characteristics, patient-perceived barriers, and delayed presentation remains insufficiently understood. This study aimed to examine the direct and indirect associations between sociodemographic factors, patient-perceived barriers, and delayed BC presentation using a path analysis approach. Methods: This cross-sectional study included 150 women with BC. Sociodemographic characteristics, presentation interval, and patient-perceived barriers were collected through medical records and semi-structured interviews. Patient-perceived barriers were identified through content analysis of open-ended responses. Path analysis was conducted to estimate direct, indirect, and total effects. Results: None of the total indirect effects from sociodemographic variables to presentation delay through patient-perceived barriers were statistically significant. Five specific indirect pathways tested using the joint-significance approach were also non-statistically significant: age through fear of surgery (β = -0.002; P = 0.149), monthly income through fear of diagnosis (β = -0.029; P = 0.116), monthly income through fear of surgery (β = 0.047; P = 0.087), monthly income through preference for a female physician (β = 0.026; P = 0.135), and education through fear of surgery (β = 0.072; P = 0.051). Several sociodemographic factors showed significant direct associations with specific patient-perceived barriers. Increasing age was associated with lower fear of visiting health facilities (β = -0.245; P < 0.05) and lower fear of surgery (β = -0.149; P < 0.05). Higher income was associated with lower fear of diagnosis (β = -0.128; P < 0.05), higher fear of surgery (β = 0.170; P < 0.05), and greater preference for female physicians (β = 0.161; P < 0.05). Lower educational attainment was associated with higher fear of surgery (β = 0.283; P < 0.01), while unmarried status was associated with higher fear of healthcare costs (β = 0.383; P < 0.01) and lower likelihood of seeking complementary and alternative medicine (β = -0.130; P < 0.05). Several patient-perceived barriers were directly associated with delayed presentation, including fear of diagnosis (β = 0.165; P < 0.01), fear of surgery (β = 0.247; P < 0.01), painless symptoms (β = 0.367; P < 0.001), symptom minimization (β = 0.105; P < 0.05), perceived busyness (β = 0.244; P < 0.01), and preference for female physicians (β = 0.105; P < 0.05). Conclusion: Although the hypothesized mediation of sociodemographic factors by patient-perceived barriers was not supported, several sociodemographic factors were associated with distinct barrier profiles, and several patient-perceived barriers were associated with delayed presentation. These findings highlight the importance of addressing modifiable barriers to promote earlier presentation and improve BC outcomes.

Indexed as

Breast cancerDelay presentationPath analysisPatient-perceived barriers

Identifiers

PMID42490770
PMCPMC13375438

What Socratic holds

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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.