| Literature DB >> 35627894 |
Rajaram Yadav1, Kamran Zaman1, Ayush Mishra1, Mahendra M Reddy1, Prem Shankar2, Priyanka Yadav1, Kaushik Kumar1, Rajni Kant1.
Abstract
BACKGROUND: The healthcare infrastructure of a country determines the health-seeking behaviour of the population. In developing countries such as India, there is a great disparity in the distribution of healthcare institutions across urban and rural areas with disadvantages for people living in rural areas.Entities:
Keywords: formal healthcare; health and demographic surveillance system; health services research; public healthcare; rural health
Year: 2022 PMID: 35627894 PMCID: PMC9140543 DOI: 10.3390/healthcare10050757
Source DB: PubMed Journal: Healthcare (Basel) ISSN: 2227-9032
Socio-demographic profile of the population in the study area (n = 120,306).
| Background Characteristics | Percentage Distribution | |
|---|---|---|
|
| ||
| Male | 51.9 | |
| Female | 48.0 | |
| Transgender | 0.1 | |
|
| ||
| 0–14 | 30.0 | |
| 15–29 | 31.7 | |
| 30–59 | 30.4 | |
| 60+ | 7.9 | |
|
| 49.3 | |
|
| ||
| Illiterate | 26.3 | |
| Literate without schooling | 2.6 | |
| Below primary | 11.6 | |
| Primary | 13.4 | |
| Middle | 17.1 | |
| Secondary | 10.9 | |
| Higher secondary | 10.8 | |
| Graduation and above | 7.1 | |
|
| ||
| Never married | 22.0 | |
| Currently married | 71.1 | |
| Divorced/separated | 0.3 | |
| Widowed | 6.6 | |
|
|
|
|
| Self-employed in agriculture | 0.8 | 14.5 |
| Self-employed in non-agriculture | 0.2 | 7.9 |
| Regular wage/salary earning | 0.6 | 5.5 |
| Casual labor | 1.0 | 49.9 |
| Housewife | 59.1 | - |
| Student | 34.4 | 15.8 |
| Others | 3.9 | 6.4 |
|
| ||
| Hindu | 94.7 | |
| Minority | 5.3 | |
|
| ||
| Poor | 29.2 | |
| Middle | 32.7 | |
| Rich | 38.1 | |
Figure 1Flow diagram depicting health-seeking behaviour and healthcare utilization among people of GHDSS cohort (n = 120,306). * PHC, primary health centre; # CHC, community health centre.
Figure 2Reasons for non-utilization of healthcare services among people who reported any ailment in the GHDSS cohort (n = 1974).
Health-seeking behaviour across various diseases and their sub-analysis in formal and informal healthcare.
| Type of Disease ( | Sought Healthcare | Formal Healthcare | Informal Healthcare |
|---|---|---|---|
| Infection (1659) | 1567 (94.4) | 991 (63.2) | 576 (36.8) |
| Cancers (313) | 275 (87.9) | 255 (92.7) | 20 (7.3) |
| Blood disease (37) | 33 (89.2) | 32 (97.0) | 1 (3.0) |
| Endocrine, metabolic and nutrition (1670) | 1632 (97.7) | 1547 (94.8) | 85 (5.2) |
| Psychiatric and neurological (1821) | 1602 (88) | 1474 (92.0) | 128 (8.0) |
| Eye (729) | 596 (81.8) | 538 (90.3) | 58 (9.7) |
| Ear (638) | 546 (85.6) | 465 (85.2) | 81 (14.8) |
| Cardio vascular diseases (1688) | 1648 (97.6) | 1499 (90.1) | 149 (9.0) |
| Respiratory (2000) | 1835 (91.7) | 1325 (72.2) | 510 (27.8) |
| Gastro intestinal (1319) | 1205 (91.4) | 902 (74.9) | 303 (25.1) |
| Skin (969) | 894 (92.3) | 689 (77.1) | 205 (22.9) |
| Musculoskeletal (3619) | 3313 (91.5) | 2321 (70.1) | 992 (29.9) |
| Genitourinary (1563) | 1399 (89.5) | 1189 (85.0) | 210 (15.0) |
| Obstetric (338) | 258 (76.3) | 251 (97.3) | 7 (2.7) |
| Injuries (4283) | 3710 (86.6) | 2935 (79.1) | 775 (20.9) |
Socio-demographic factors associated with usage of formal healthcare among people living in the GHDSS cohort (n = 17,266).
| Characteristics | Usage of Formal Healthcare, | Unadjusted OR @ with | Adjusted OR # with | |||
|---|---|---|---|---|---|---|
|
| ||||||
| 1–5 | 7125 | 5500 (77) | 1 | 1 | ||
| 6 and above | 10,141 | 8175 (81) | 1.23 *** | [1.14, 1.32] | 1.10 * | [1.00, 1.21] |
|
| ||||||
| Female | 9519 | 7378 (78) | 1 | 1 | ||
| Male | 7733 | 6286 (81) | 0.79 *** | [0.74, 0.86] | 1.21 * | [1.05, 1.41] |
| Transgender | 14 | 11 (79) | 0.84 | [0.23, 3.03] | 0.94 | [0.25, 3.56] |
|
| ||||||
| Self | 5106 | 4091 (80) | 1 | 1 | ||
| Spouse | 4930 | 3837 (78) | 0.87 ** | [0.79, 0.96] | 1.00 | [0.84, 1.0] |
| Child (Son/daughter) | 4107 | 3271 (80) | 0.97 | [0.88, 1.08] | 1.34 ** | [1.08, 1.66] |
| Spouse of child | 916 | 780 (85) | 1.42 *** | [1.17, 1.73] | 1.47 ** | [1.13, 1.91] |
| Grand child | 835 | 636 (76) | 0.79 ** | [0.67, 0.94] | 1.46 * | [1.04, 2.03] |
| Father/Mother | 1054 | 790 (75) | 0.74 *** | [0.64, 0.87] | 0.80 * | [0.66, 0.96] |
| Brother/Sister | 191 | 153 (80) | 1.00 | [0.70, 1.43] | 0.77 | [0.51, 1.16] |
| Other relative | 122 | 113 (93) | 3.12 ** | [1.57, 6.16] | 3.98 *** | [1.88, 8.45] |
| Not relative | 5 | 4 (80) | 0.99 | [0.11, 8.89] | 1.70 | [0.16, 18.31] |
|
| ||||||
| Illiterate | 7451 | 5682 (76) | 1 | 1 | ||
| Up to higher secondary | 8300 | 6763 (81) | 1.37 *** | [1.27, 1.48] | 1.19 ** | [1.07, 1.32] |
| Graduation and above | 830 | 759 (91) | 3.33 *** | [2.59, 4.27] | 1.79 *** | [1.35, 2.36] |
|
| ||||||
| Never married | 3538 | 2806 (79) | 1 | 1 | ||
| Currently married | 11,056 | 8883 (80) | 1.07 | [0.97, 1.17] | 0.81 | [0.63, 1.04] |
| Divorced/separated | 61 | 54 (88) | 2.01 | [0.91, 4.44] | 1.19 | [0.51, 2.77] |
| Widowed | 1926 | 1456 (76) | 0.82 ** | [0.72, 0.94] | 0.76 * | [0.57, 1.01] |
|
| ||||||
| Self-employed in agriculture | 1699 | 1383 (81) | 1 | 1 | ||
| Self-employed in non-agriculture | 573 | 483 (84) | 1.23 | [0.95, 1.58] | 0.87 | [0.66, 1.14] |
| Regular wage/salary | 459 | 431 (94) | 3.52 *** | [2.35, 5.25] | 2.08 *** | [1.37, 3.16] |
| Casual labour | 2791 | 2196 (79) | 0.84 * | [0.72, 0.98] | 0.93 | [0.79, 1.10] |
| Housewife | 7158 | 5594 (78) | 0.82 ** | [0.71, 0.93] | 1.04 | [0.84, 1.29] |
| Student | 2369 | 1821 (77) | 0.76 *** | [0.65, 0.89] | 0.82 | [0.63, 1.07] |
| Others | 1532 | 1296 (85) | 1.25 * | [1.04, 1.51] | 1.35 ** | [1.09, 1.68] |
|
| ||||||
| Hindu | 16,189 | 12,800 (79) | 1 | 1 | ||
| Muslim | 1033 | 839 (81) | 1.15 | [0.98, 1.34] | 1.05 | [0.88, 1.27] |
| Others | 3 | 3 (100) | 1.00 | [1.00, 1.00] | 1.00 | [1.00, 1.00] |
|
| ||||||
| Poor | 5321 | 3744 (70) | 1 | 1 | ||
| Middle | 5545 | 4383 (79) | 1.59 *** | [1.46, 1.73] | 1.51 *** | [1.37, 1.66] |
| Rich | 6359 | 5515 (87) | 2.75 *** | [2.51, 3.02] | 2.19 *** | [1.96, 2.44] |
|
| ||||||
| 0–14 | 2173 | 1575 (72) | 1 | 1 | ||
| 15–29 | 3291 | 2669 (81) | 1.63 *** | [1.43, 1.85] | 1.35 ** | [1.11, 1.64] |
| 30–59 | 7867 | 6356 (81) | 1.60 *** | [1.43, 1.78] | 1.90 *** | [1.48, 2.44] |
| 60+ | 3935 | 3075 (78) | 1.36 *** | [1.20, 1.53] | 1.81 *** | [1.38, 2.37] |
|
| ||||||
| Scheduled Caste/Scheduled Tribe | 5080 | 3869 (76) | 1 | 1 | ||
| Other Backward Class | 11,232 | 8975 (80) | 1.24 *** | [1.15, 1.35] | 1.07 | [0.98, 1.17] |
| Others | 913 | 798 (87) | 2.17 *** | [1.77, 2.67] | 1.20 | [0.95, 1.51] |
|
| ||||||
|
| ||||||
| No | 15,704 | 12,700 (81) | 1 | 1 | ||
| Yes | 1562 | 975 (62) | 0.39 *** | [0.35, 0.43] | 0.46 *** | [0.39, 0.53] |
|
| ||||||
| No | 16,991 | 13,420 (79) | 1 | 1 | ||
| Yes | 275 | 255 (93) | 3.39 *** | [2.15, 5.36] | 3.18 *** | [1.98, 5.09] |
|
| ||||||
| No | 17,233 | 13,643 (79) | 1 | 1 | ||
| Yes | 33 | 32 (97) | 8.42 * | [1.15, 61.64] | 8.46 * | [1.14, 62.99] |
|
| ||||||
| No | 15,640 | 12,134 (78) | 1 | 1 | ||
| Yes | 1626 | 1541 (95) | 5.24 *** | [4.20, 6.54] | 3.53 *** | [2.78, 4.49] |
|
| ||||||
| No | 15,670 | 12,206 (78) | 1 | 1 | ||
| Yes | 1596 | 1469 (92) | 3.28 *** | [2.73, 3.95] | 2.76 *** | [2.23, 3.41] |
|
| ||||||
| No | 16,671 | 13,138 (79) | 1 | 1 | ||
| Yes | 595 | 537 (90) | 2.49 *** | [1.89, 3.27] | 2.61 *** | [1.96, 3.48] |
|
| ||||||
| No | 16,724 | 13,214 (79) | 1 | 1 | ||
| Yes | 542 | 461 (85) | 1.51 *** | [1.19, 1.92] | 1.68 *** | [1.28, 2.20] |
|
| ||||||
| No | 15,623 | 12,183 (79) | 1 | 1 | ||
| Yes | 1643 | 1492 (91) | 2.79 *** | [2.35, 3.31] | 2.07 *** | [1.71, 2.50] |
|
| ||||||
| No | 15,444 | 12,364 (80) | 1 | 1 | ||
| Yes | 1822 | 1311 (72) | 0.64 *** | [0.57, 0.71] | 0.74 *** | [0.63, 0.86] |
|
| ||||||
| No | 16,064 | 12,776 (80) | 1 | 1 | ||
| Yes | 1202 | 899 (75) | 0.76 *** | [0.67, 0.87] | 0.72 *** | [0.61, 0.85] |
|
| ||||||
| No | 16,379 | 12,995 (79) | 1 | 1 | ||
| Yes | 887 | 680 (77) | 0.85 | [0.73, 1.00] | 0.88 | [0.72, 1.07] |
|
| ||||||
| No | 13,981 | 11,388 (81) | 1 | 1 | ||
| Yes | 3285 | 2287 (70) | 0.52 *** | [0.47, 0.57] | 0.57 *** | [0.50, 0.66] |
|
| ||||||
| No | 15,878 | 12,498 (79) | 1 | 1 | ||
| Yes | 1388 | 1177 (85) | 1.51 *** | [1.30, 1.76] | 1.37 *** | [1.14, 1.64] |
|
| ||||||
| No | 17,009 | 13,425 (79) | 1 | 1 | ||
| Yes | 257 | 250 (97) | 9.53 *** | [4.50, 20.22] | 7.96 *** | [3.70, 17.12] |
|
| ||||||
| No | 13,569 | 10,757 (79) | 1 | 1 | ||
| Yes | 3697 | 2918 (79) | 1.49 *** | [1.45, 1.53] | 1.02 | [0.89, 1.17] |
* p < 0.05, ** p < 0.01, *** p < 0.001, @ Unadjusted Odds Ratio, # Adjusted Odds Ratio and model significance: pseudo R2 = 0.0984, p value < 0.001 (n = 16,541).