| Literature DB >> 28298226 |
Jolene Skordis-Worrall1, Jeff Round2, Matthias Arnold3,4, Aida Abdraimova5, Baktygul Akkazieva5, David Beran6.
Abstract
BACKGROUND: The incidence of diabetes and tuberculosis co-morbidity is rising, yet little work has been done to understand potential implications for health systems, healthcare providers and individuals. Kyrgyzstan is a priority country for tuberculosis control and has a 5% prevalence of diabetes in adults, with many health system challenges for both conditions.Entities:
Keywords: Catastrophic spending; Co-morbidity; Diabetes; Health systems; Tuberculosis
Mesh:
Year: 2017 PMID: 28298226 PMCID: PMC5353796 DOI: 10.1186/s12992-017-0239-3
Source DB: PubMed Journal: Global Health ISSN: 1744-8603 Impact factor: 4.185
Fig. 1Analytical framework
Sample size
| Illness category | Frequency | Percentage (%) |
|---|---|---|
| Co-affected (TB and diabetes) | 32 | 10.4 |
| Diabetes (Type 1 or Type 2) | 138 | 44.7 |
| TB | 139 | 45.0 |
| Total | 309 | 100.0 |
Demographic characteristics
| Co-affected | Diabetes | TB affected | Total | |
|---|---|---|---|---|
| Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | |
| Gender Ratio (Male/Female) | 1.67 (0.62) | 0.42 (0.08) | 0.99 (0.17) | 0.72 (0.08) |
| Age | 53.91 (10.85) | 54.68 (13.17) | 30.28 (12.79) | 43.62 (17.56) |
| Educationa | 3.63 (0.56) | 3.49 (0.63) | 3.26 (0.55) | 3.4 (0.60) |
| Household Size | 4.41 (1.88) | 3.33 (2.28) | 4.13 (1.91) | 3.8 (2.12) |
| Household Income KGSb | 4941 (4459) | 6281 (7524) | 8535 (15302) | 7156 (11568) |
aEducation is measured as a categorical variable with “1 = no schooling”, “2 = completed primary school”, “3 = completed secondary school” and “4 = completed tertiary education”
bKGS = Kyrgyz Som: US$ 1.00 = KGS 46.01 (at average 2011 exchange rate)
Pairwise comparisons of well-being, service use and spending
| Diabetes v co-affected | Tuberculosis v co-affected | Tuberculosis v diabetes | ||
|---|---|---|---|---|
| Coefficient (95% CI) | Coefficient (95% CI) | Coefficient (95% CI) | ||
| Well-being | ||||
| SF-8 Physical component | −0.966 (−5.720 to 3.788) | 3.548 (−1.203 to 8.299) | 4.514 (1.602 to 7.425)*** | |
| SF-8 Mental component | 6.254 (1.843 to 10.665)** | 3.982 (−0.426 to 8.390) | −2.272 (−4.973 to 0.430) | |
| Probability of resource use | ||||
| Any hospital visit | −0.177 (−0.361 to 0.006) | 0.048 (−0.135 to 0.231) | 0.225 (0.113 to 0.338)*** | |
| Any ER/A&E visit | −0.067 (−0.205 to 0.071) | 0.012 (−0.127 to 0.150) | 0.079 (−0.006 to 0.163) | |
| Hospital drug dispensary use | −0.044 (−0.250 to 0.162) | −0.467 (−0.673 to −0.261)*** | −0.423 (−0.549 to −0.297)*** | |
| Any outpatient visit | 0.012 (−0.151 to 0.175) | −0.247 (−0.410 to −0.084)*** | −0.259 (−0.359 to −0.159)*** | |
| Probability of spending on resource | ||||
| Any spending | 0.200 (−0.026 to 0.427) | −0.020 (−0.247 to 0.206) | −0.220 (−0.359 to −0.082)** | |
| Any drug spend | 0.176 (−0.049 to 0.401) | −0.044 (−0.269 to 0.181) | −0.220 (−0.357 to −0.082)** | |
| Any hospital spending | −0.065 (−0.170 to 0.041) | −0.022 (−0.127 to 0.083) | 0.043 (−0.022 to 0.107) | |
| Any outpatient spending | 0.196 (0.047 to 0.345)** | 0.079 (−0.070 to 0.228) | −0.112 (−0.207 to −0.025)** | |
| Total monthly spending (K$) | ||||
| All monthly spend | 269 (−236 to 774) | −189 (−694 to 316) | −458 (−768 to −149)** | |
| Monthly drug spend | 56 (−165 to 277) | −182 (−403 to 39) | −238 (−374 to −103)*** | |
| Monthly Hospital spending | 25 (−264 to 313) | −39 (−327 to 249) | −63 (−240 to 113) | |
| Monthly outpatient spending | 188 (−131 to 507) | 31 (−288 to 350) | −157 (−352 to 39) | |
| Catastrophic spending | ||||
| Percent of monthly income | 10.62 (−10.56 to 31.81) | −6.50 (−27.73 to 14.74) | −17.12 (−30.47 to −3.77)** | |
| Probability catastrophic | 0.121 (−0.060 to 0.303) | −0.113 (−0.295 to 0.069) | −0.234 (−0.349 to −0.120)*** | |
*Significant at 0.05 **Significant at 0.01 ***Significant at 0.001
Summary of results
| Co-affected | Diabetes | Tuberculosis | |
|---|---|---|---|
| Well-being | Mean (SE) | Mean (SE) | Mean (SE) |
| SF-8 Physical component | 35.39 (1.12) | 34.43 (0.86) | 38.94 (0.95) |
| SF-8 Mental component | 37.41 (1.26) | 43.67 (0.74) | 41.40 (0.91) |
| Probability of resource use | Probability (SE) | Probability (SE) | Probability (SE) |
| Any hospital visit | 0.84 (0.07) | 0.64 (0.04) | 0.89 (0.02) |
| Any ER/A&E visit | 0.13 (0.06) | 0.06 (0.02) | 0.14 (0.03) |
| Hospital drug dispensary use | 0.81 (0.07) | 0.77 (0.04) | 0.35 (0.04) |
| Any outpatient visit | 0.94 (0.04) | 0.95 (0.02) | 0.69 (0.04) |
| Probability of spending on resource | Probability (SE) | Probability (SE) | Probability (SE) |
| Any spending | 0.44 (0.09) | 0.64 (0.04) | 0.42 (0.04) |
| Any drug spend | 0.38 (0.09) | 0.55 (0.04) | 0.33 (0.04) |
| Any hospital spending | 0.09 (0.05) | 0.03 (0.01) | 0.07 (0.02) |
| Any outpatient spending | 0 | 0.20 (0.03) | 0.08 (0.02) |
| Probability catastrophic | 0.19 (0.07) | 0.31 (0.04) | 0.08 (0.02) |
| Total monthly spending (K$) | Mean (SE) | Mean (SE) | Mean (SE) |
| All monthly spend | 837 (305) | 996 (193) | 424 (77) |
| Percent of monthly income | 21.90 (9.03) | 32.16 (8.76) | 8.09 (2.28) |
| Monthly drug spend | 613 (213) | 509 (76) | 207 (38) |
| Monthly Hospital spending | 224 (194) | 192 (114) | 141 (55) |
| Monthly outpatient spending | 0 | 295 (135) | 75 (30) |