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Comparison of the Number and Reasons for Self-Perceived Barriers to Accessing Primary Health Care Services Between Roma and Ethnic Albanians Cover

Comparison of the Number and Reasons for Self-Perceived Barriers to Accessing Primary Health Care Services Between Roma and Ethnic Albanians

Open Access
|Mar 2026

Figures & Tables

Association of the number of perceived barriers to accessing primary health care services with ethnicity; results from general linear models and binary logistic regression_

Upper panel: general linear models
ModelMeana95%CIaPa
Model 1b
Albanian1.611.52–1.700.042
Other ethnicities1.841.64–2.05
Model 2 c
Albanian1.621.53–1.720.074
Other ethnicities1.831.63–2.04
Model 3 d
Albanian1.621.52–1.710.087
Other ethnicities1.821.61–2.02
Model 4 e
Albanian1.641.51–1.760.097
Other ethnicities1.871.64–2.10
Model 5 f
Albanian1.691.55–1.830.111
Other ethnicities1.911.68–2.14

Distribution of background characteristics in a sample of Albanian adults who reported barriers to accessing primary health care services in 2024 (N = 533)_

VariableTotal (N = 533)Ethnicity
Albanian (N = 444)Other (N = 89)aPc
Sex:
Men215 (40.3)b159 (35.8)56 (62.9)< 0.001
Women318 (59.7)285 (64.2)33 (37.1)
Age-group:
18–39 years228 (42.8)203 (45.7)25 (28.1)0.003
40–59 years168 (31.5)128 (28.8)40 (44.9)
≥ 60 years137 (25.7)113 (25.5)24 (27.0)
Place of residence:
Urban/periurban areas463 (86.9)374 (84.2)89 (100.0)< 0.001
Rural areas70 (13.1)70 (15.8)0 (–)
Marital status:
Married334 (62.7)264 (59.5)70 (78.7)< 0.001
Other199 (37.3)180 (40.5)19 (21.3)
Education:
Low161 (30.2)85 (19.1)76 (85.4)< 0.001
Middle180 (33.8)171 (38.5)9 (10.1)
High192 (36.0)188 (42.3)4 (4.5)
Economic situation:
Good39 (7.3)38 (8.6)1 (1.1)< 0.001
Average324 (60.8)296 (66.7)28 (31.5)
Bad170 (31.9)110 (24.8)60 (67.4)
Self-perceived health:
Very poor/poor59 (11.1)36 (8.1)23 (25.8)< 0.001
Average159 (29.8)139 (31.3)20 (22.5)
Good/excellent315 (59.1)269 (60.6)46 (51.7)
Disability:
No391 (73.4)335 (75.5)56 (62.9)0.018
Yes142 (26.6)109 (24.5)33 (37.1)
Chronic conditions:
No348 (65.3)305 (68.7)43 (48.3)< 0.001
Yes185 (34.7)139 (31.3)46 (51.7)

Distribution of number and perceived reasons for barriers to accessing primary health care services among study participants, by ethnicity (N = 533)_

Upper panel: distribution of reasons for perceived barriers
Reason (type of barrier)Ethnicity
Albanian (N = 444)Other ethnicities (N = 89)aPc
Cost121 (27.3)b20 (22.5)0.430
Long waiting time105 (23.6)15 (16.9)0.210
Distance81 (18.2)23 (25.8)0.108
Poor service quality75 (16.9)14 (15.7)0.877
Lack of information68 (15.3)13 (14.6)0.998
Transportation55 (12.4)5 (5.6)0.068
Lack of trust44 (9.9)1 (1.1)0.003
Cultural barriers4 (0.9)30 (33.7)< 0.001
Health reasons24 (5.4)5 (5.6)0.998
Language barriers5 (1.1)23 (25.8)< 0.001
Don't know where to go13 (2.9)1 (1.1)0.483
Stigma8 (1.8)1 (1.1)0.999
Other barriersd102 (23.0)6 (6.7)< 0.001
Unspecified barriers10 (2.3)7 (7.9)0.013
DOI: https://doi.org/10.2478/sjph-2026-0002 | Journal eISSN: 1854-2476 | Journal ISSN: 0351-0026
Language: English
Page range: 5 - 15
Submitted on: Nov 4, 2025
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Accepted on: Jan 5, 2026
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Published on: Mar 1, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Alvi Naum, Albana Gjyzari, Gentiana Qirjako, Katarzyna Czabanowska, Ervin Toçi, Genc Burazeri, published by National Institute of Public Health, Slovenia
This work is licensed under the Creative Commons Attribution 4.0 License.