| Literature DB >> 35908218 |
Muhammad A Rahman1, Yusuf Babaye2,3, Amritha Bhat4, Pamela Y Collins3,4, Christopher G Kemp5.
Abstract
Background: Access to effective mental health services in low- and- middle income countries (LMICs) is limited, leading to a substantial global treatment gap. Amitriptyline, an anti-depressant, and diazepam, an anxiolytic drug, are classified as essential medications by the World Health Organization (WHO). They are the only psychotropic medications whose availability in health facilities is documented as part of Service Provision Assessment surveys. Our objective was to characterize the availability of these medicines in seven countries.Entities:
Mesh:
Substances:
Year: 2022 PMID: 35908218 PMCID: PMC9339230 DOI: 10.7189/jogh.12.04063
Source DB: PubMed Journal: J Glob Health ISSN: 2047-2978 Impact factor: 7.664
Socioeconomic and mental health-related indicators for included countries
| Bangladesh | Democratic Republic of Congo | Haiti | Malawi | Nepal | Senegal | Tanzania | |
|---|---|---|---|---|---|---|---|
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| 170 492 922 | 92 378 000 | 11 743 017 | 19 431 566 | 30 378 055 | 17 223 497 | 59 441 988 |
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| South Asia | Central Africa | Caribbean | East Africa | South Asia | West Africa | East Africa |
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| $302571.25 | $47319.62 | $8498.98 | $7666.7 | $30641.38 | $23578.08 | $63177.07 |
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| Lower-middle income | Low-income | Low-income | Low-income | Low-income | Lower-middle income | Lower-middle income |
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| 0.13 | 0.08 | 0.07 | 0.01 | 0.36 | 0.2 | 0.06 |
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| 0.87 | 0.5 | 0.2 | 0.22 | 0.56 | 0.27 | 0.36 |
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| 0.12 | 0.02 | 0.56 | 0.02 | 0.52 | 0.02 | 0.01 |
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| 2.79% | 2.25% | 1.85% | 1.72% | 2.15% | 1.70% | 1.93% |
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| Yes | Yes | Yes | Yes | Yes | Yes | Yes |
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| Yes | Not reported (NR) | No | Yes | No | Yes | Yes |
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| 0.50% | NR | 1.62% | NR | NR | NR | 4.00% |
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| Yes | Yes | Yes | Yes | Yes | Yes | Yes |
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| Nationally representative, excluding small private facilities | Nationally representative | Census | Census | Nationally representative | Nationally representative of formal-sector health facilities | Nationally representative |
Figure 1Geographic distribution of availability of Amitriptyline and Diazepam, by facility type, from nationally representative facility samples in seven countries (n = 7958).
Sample-weighted facility descriptive statistics from nationally representative facility samples in seven countries (n = 7958)
| Overall | Bangladesh | DRC | Haiti | Malawi | Nepal | Senegal | Tanzania | |
|---|---|---|---|---|---|---|---|---|
| n = true sample size | 7958 | 1496 | 1368 | 999 | 964 | 918 | 1043 | 1170 |
| n = weight sample size | 8048.5 | 1513 | 1359.9 | 999 | 963.8 | 941.1 | 1107.4 | 1164.3 |
| Facility characteristics: | ||||||||
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| 0-5 | 49.2 | 90.2 | 27.3 | 30.8 | 32.1 | 61.0 | 25.6 | 64.6 |
| 6-10 | 22.8 | 3.9 | 42.4 | 27.3 | 15.0 | 26.0 | 32.0 | 15.5 |
| 11-25 | 17.7 | 1.6 | 22.0 | 23.9 | 34.2 | 7.2 | 27.3 | 13.7 |
| 25+ | 10.3 | 4.3 | 8.3 | 17.9 | 18.7 | 5.9 | 15.2 | 6.2 |
| Facility ownership (%): | ||||||||
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| 71.4 | 93.5 | 61.5 | 34.3 | 48.5 | 92.5 | 86.7 | 73.3 |
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| 7.2 | 0.7 | 2.5 | 17.0 | 12.8 | 2.7 | 6.1 | 12.7 |
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| 12.8 | 3.4 | 17.8 | 29.8 | 21.8) | 4.8 | 3.8 | 12.4 |
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| 8.6 | 2.3 | 18.2 | 18.8 | 16.9 | 0.1 | 3.5 | 1.5 |
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| 7.0 | 2.7 | 10.0 | 13.1 | 11.6 | 8.0 | 2.4 | 4.0 |
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| 92.6 | 96.9 | 90.0 | 86.9 | 87.9 | 90.2 | 97.6 | 96.0 |
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| 0.4 | 0.5 | 0.0 | 0.0 | 0.5 | 1.9 | 0.0 | 0.0 |
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| 13.6 | 17.1 | 2.3 | 5.1 | 23.0 | 9.6 | 23.4 | 15.8 |
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| 83.3 | 93.0 | 58.0 | 81.8 | 97.0 | 89.8 | 94.2 | 74.4 |
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| 61.2 | 79.1 | 30.5 | 61.2 | 36.8 | 81.2 | 93.7 | 43.0 |
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| 34.1 | 67.2 | 10.5 | 46.4 | 33.8 | 22.9 | 31.8 | 19.4 |
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| 33.4 | 57.7 | 4.1 | 59.8 | 40.5 | 11.6 | 44.8 | 14.3 |
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| 89.4 | 78.7 | 87.5 | 91.0 | 95.9 | 78.2 | 94.3 | 93.8 |
| Facility location: | ||||||||
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| 0-5 | 64.4 | 95.9 | 13.0 | 92.5 | 91.0 | 69.5 | 53.7 | 32.8 |
| 6-10 | 16.8 | 4.1 | 9.1 | 7.5 | 8.8 | 24.0 | 23.1 | 43.0 |
| 11+ | 18.8 | 0.0 | 77.9 | 0.0 | 0.2 | 6.4 | 23.3 | 24.2 |
| Psychiatric medicines: |
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| 8.2 | 2.4 | 3.0 | 3.8 | 36.2 | 7.5 | 0.2 | 10.7 |
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| 46.1 | 5.0 | 63.7 | 23.3 | 78.1 | 8.9 | 76.1 | 73.7 |
Figure 2Sample-weighted proportions of facilities with available Amitriptyline and Diazepam, stratified by facility type, ownership, and country, from nationally representative facility samples in seven countries (n = 7958).
Associations between facility characteristics and availability of amitriptyline and diazepam from nationally representative facility samples in seven countries (n = 7958)
| Amitriptyline availability | Diazepam availability | |||||||||||||||||
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| Number of staff (%) | ||||||||||||||||||
| 0-5 | 49.2 | 51.7 | 21.6 | – | – | – | 65.1 | 30.6 | – | – | – | |||||||
| 6-10 | 22.8 | 23.5 | 14.1 | 1.6 | 1.16-2.20 |
| 20.8 | 25.1 | 1.77 | 1.46-2.14 |
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| 11-25 | 17.7 | 16.8 | 27.3 | 2.31 | 1.75-3.04 |
| 9.8 | 26.8 | 3.49 | 2.86-4.25 |
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| 25+ | 10.3 | 8.0 | 37 | 3.45 | 2.48-4.78 |
| 4.2 | 17.5 | 5.11 | 3.93-6.65 |
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| Facility ownership (%): | ||||||||||||||||||
| Government/public | 71.4 | 74.4 | 37.9 | – | – | – | 77.1 | 64.7 | – | – | – | |||||||
| NGO/private not-for-profit | 7.2 | 6.6 | 14.5 | 1.58 | 1.17-2.13 |
| 5.8 | 8.8 | 1.18 | 0.92-1.53 | 0.199 | |||||||
| Private-for-profit | 12.8 | 11.5 | 28.2 | 2.55 | 2.00-3.25 |
| 11 | 15 | 1.37 | 1.11-1.70 |
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| Mission/faith-based | 8.6 | 7.6 | 19.4 | 2.18 | 1.67-2.84 |
| 6.1 | 11.5 | 1.44 | 1.12-1.83 |
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| Facility type (%) |
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| Hospital | 7 | 4.6 | 34.1 | – | – | – | 2.4 | 12.4 | – | – | – | |||||||
| Primary | 92.6 | 95 | 65.8 | 0.29 | 0.22-0.37 |
| 97 | 87.5 | 0.35 | 0.27-0.45 |
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| Other | 0.4 | 0.4 | 0.1 | 0.02 | 0.00-0.17 |
| 0.6 | 0.1 | 0.09 | 0.03-0.25 |
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| Facility resources: | ||||||||||||||||||
| Central supply of electricity (%) | 13.6 | 12.6 | 24.4 | 1.04 | 0.85-1.28 | 0.693 | 12 | 15.5 | 0.9 | 0.75-1.09 | 0.297 | |||||||
| Improved water source (%) | 83.3 | 82.3 | 94.5 | 1.08 | 0.77-1.52 | 0.641 | 84 | 82.4 | 1 | 0.81-1.22 | 0.963 | |||||||
| Improved sanitation facilities (%) | 61.2 | 61.1 | 62.2 | 1.26 | 1.02-1.55 |
| 65.4 | 56.1 | 0.91 | 0.77-1.07 | 0.256 | |||||||
| Functioning computer (%) | 34.1 | 31.5 | 62.8 | 2.22 | 1.76-2.80 |
| 36.5 | 31.2 | 1.4 | 1.15-1.69 |
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| Internet available (%) | 33.4 | 31.3 | 56.9 | 1.42 | 1.15-1.75 |
| 34.9 | 31.7 | 1.34 | 1.11-1.61 |
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| Available room with visual and auditory privacy (%) | 89.4 | 88.8 | 94.8 | 1.61 | 1.11-2.34 |
| 84.5 | 94.1 | 1.44 | 1.13-1.82 |
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| Facility location: | ||||||||||||||||||
| Travel time to central ministry of health, hours (%): | ||||||||||||||||||
| 0-5 | 64.4 | 63.2 | 77 | – | – | – | 3087.3 (74.3) | 1851.5 (52.6) | – | – | – | |||||||
| 6-10 | 16.8 | 17.1 | 13.8 | 0.99 | 0.77-1.27 | 0.935 | 562.4 (13.5) | 725.9 (20.6) | 1.07 | 0.87-1.31 | 0.522 | |||||||
| 11+ | 18.8 | 19.7 | 9.3 | 1.32 | 0.94-1.84 | 0.106 | 504.0 (12.1) | 940.3 (26.7) | 1.49 | 1.15-1.92 |
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| Mean neighboring household wealth, quartiles (%): | ||||||||||||||||||
| First | 24.7 | 25.3 | 18.4 | – | – | – | 1052.2 (25.3) | 842.5 (23.9) | – | – | – | |||||||
| Second | 26.2 | 26.70 | 20.9 | 0.92 | 0.72-1.19 | 0.545 | 1101.3 (26.5) | 911.0 (25.9) | 1.08 | 0.89-1.31 | 0.437 | |||||||
| Third | 24.7 | 24.6 | 26.1 | 1.09 | 0.85-1.40 | 0.474 | 1036.9 (25.0) | 859.9 (24.4) | 0.78 | 0.64-0.95 |
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| Fourth | 24.3 | 23.4 | 34.7 | 0.96 | 0.73-1.24 | 0.736 | 962.8 (23.2) | 904.3 (25.7) | 0.73 | 0.59-0.91 |
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| Intercept |
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| 0.02 | 0.00-0.08 |
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| 0.73 | 0.24-2.25 | 0.588 | |||||||
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| σ2 |
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| 3.29 |
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| 3.29 | |||||||||||
| τ00 |
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| 2.86 country |
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| 1.98 country | |||||||||||
| ICC |
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| 0.46 |
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| 0.38 | |||||||||||
| N |
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| 7 country |
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| 7 country | |||||||||||
| Observations |
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| 6015 |
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| 6015 | |||||||||||
| Marginal R2 / conditional R2 | 0.246 /0.596 |
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| 0.205/0.504 | ||||||||||||||
aOR – adjusted odds ratio, CI – confidence interval, ICC – intra-cluster correlation