| Literature DB >> 36248162 |
Deen L Garba1, Tarig Fadalla2, Kwadwo Sarpong3, Mazin Suliman2, Myron Rolle1, Adam Ammar1, Haytham Hussein2, Kee B Park1.
Abstract
Introduction: Opportunities for in-country neurosurgical training are severely limited in LMICs, particularly due to rigorous educational requirements and prohibitive upfront costs. Research question: This study aims to evaluate financial barriers aspiring neurosurgeons face in accessing and completing neurosurgical training, specifically in LMICs, in order to determine the barriers to equitable access to training. Material and methods: In order to assess the financial costs of accessing and completing neurosurgery residency, an electronic survey was administered to those with the most recent experience with the process: aspiring neurosurgeons, neurosurgical trainees, and recent neurosurgery graduates. We attempted to include a broad representation of World Health Organization (WHO) geographic regions and World Bank income classifications in order to determine differences among regions and countries of different income levels.Entities:
Keywords: High-income countries (HICs); Low- and middle-income countries (LMICs); Neurosurgery
Year: 2022 PMID: 36248162 PMCID: PMC9562254 DOI: 10.1016/j.bas.2022.100927
Source DB: PubMed Journal: Brain Spine ISSN: 2772-5294
Fig. 1Map view of country representation for reported data on cost of training. Each color-filled country had at least one respondent from that country. Number of respondents from each country is not shown here. Blue countries are categorized as high-income and orange countries are categorized as low- or middle-income based on World Bank income classification. (The World Bankb). (For interpretation of the references to color in this figure legend, the reader is referred to the Web version of this article.)
Fig. 2Geographic heatmap of countries that pay trainees during neurosurgical training (green) and countries that require trainees to pay for their neurosurgical training (red). (For interpretation of the references to color in this figure legend, the reader is referred to the Web version of this article.)
Country reported data on the cost of training. Trainees reported whether they have to pay or are paid for their neurosurgical training. Countries that had respondents who reported both are listed twice. Training length is reported in years; for those countries that had different lengths of training reported, the range is listed. Mean and standard deviation for the cost of licensing and entrance exams is also reported, as well as the mean and standard deviation for the annual cost/salary of training. All reported currencies were converted to United States dollars (USD) using the Morningstar Currency Exchange database (Morningstar Research Services LLC, USA) on November 23rd, 2020. Costs were then compared to the average annual income for the respective country, as reported by the World Bank as GNI per capita, converted to current USD by the Atlas method. (The World Bankc) LIC = low-income country; LMIC = lower-middle income country; UMIC = upper-middle income country; HIC = high-income country; SD = standard deviation.
| Country | Country Income Group | Pay | Training length (Years) | Mean cost of exams (±SD; USD) | Percentage of annual income | Mean annual cost of training (±SD; USD) | Percentage of annual income |
|---|---|---|---|---|---|---|---|
| Algeria | LMIC | Get paid | 5 | 1.30 ± 2.25 | 0.03% | ||
| Australia | HIC | Get paid | 6 | 2,914.40 | 5% | 72895 | 132% |
| Bangladesh | LMIC | Have to pay | 5 | 10,000 | 515% | 2000 | 103% |
| Brazil | UMIC | Get paid | 5 | 165.40 ± 155.95 | 2% | 514.6 | 6% |
| Cameroon | LMIC | 591.21 ± 818.22 | 39% | ||||
| China | UMIC | Get paid | 4–7 | 0 | 0% | 6000 | 58% |
| Denmark | HIC | Get paid | 5 | 0 | 0% | 87517.67 ± 22507.24 | 137% |
| DR Congo | LIC | 5,000 | 943% | ||||
| Egypt | LMIC | 200 | 7% | ||||
| Estonia | HIC | Get paid | 5 | 0 | 0% | 23691.4 | 102% |
| Ethiopia | LIC | Get paid | 5 | 750 ± 1,060.66 | 88% | 1986.5 ± 2102.23 | 234% |
| France | HIC | Get paid | 5 | 0 | 0% | 6100 ± 8343.86 | 14% |
| Germany | HIC | Get paid | 7 | 0 | 0% | 47380.8 | 97% |
| Ghana | LMIC | Get paid | 4–8 | 780.11 ± 730.62 | 35% | 11315 ± 1859.69 | 510% |
| Greece | HIC | Get paid | 9 | 0 | 0% | 14214.24 | 72% |
| Greece | HIC | Have to pay | 9 | 1184.34 | 6% | ||
| India | LMIC | 150.05 ± 103.76 | 7% | ||||
| Indonesia | UMIC | Have to pay | 5–6 | 6,676.47 ± 10,000.79 | 165% | 1886.1 ± 555.11 | 47% |
| Iraq | UMIC | Have to pay | 5 | 0 | 0% | ||
| Israel | HIC | Get paid | 6 | ||||
| Japan | HIC | Get paid | 5 | 0% | 16654.7 | 40% | |
| Kenya | LMIC | Have to pay | 6 | 346.72 ± 305.71 | 20% | 2333.33 ± 1154.7 | 133% |
| Malaysia | UMIC | Get paid | 4 | 97.79 ± 138.30 | 0.90% | ||
| Mexico | UMIC | Get paid | 6 | 165.49 ± 116.65 | 2% | 1000 | 11% |
| Mongolia | LMIC | Get paid | 1 | 151.67 ± 147.51 | 4% | 250 ± 86.6 | 7% |
| Morocco | LMIC | Get paid | 5 | 0 | 0% | 8292.76 | 260% |
| Mozambique | LIC | 5 | 0 | 0% | |||
| Myanmar | LMIC | Have to pay | 8 | ||||
| Niger | LIC | Have to pay | 5 | 0% | 453.52 | 76% | |
| Nigeria | LMIC | Get paid | 4–10 | 716.16 ± 519.18 | 35% | 14191.85 | 699% |
| Norway | HIC | Get paid | 6 | 0 | 0% | 132898.8 | 161% |
| Pakistan | LMIC | Get paid | 3–5 | 93.94 ± 42.56 | 7% | 2120.93 ± 2148.05 | 150% |
| Paraguay | UMIC | Have to pay | 5 | 0 | 0% | 600 | 11% |
| Philippines | LMIC | Get paid | 5–6 | 53.68 ± 122.47 | 1% | 6817.67 ± 4600.63 | 177% |
| Portugal | HIC | Get paid | 6 | 0 | 0% | 33167.96 | 143% |
| Romania | HIC | Get paid | 6 | 0 | 7% | 1539.94 | 12% |
| Russia | UMIC | Get paid | 2–5 | 785.05 ± 930.11 | 7% | 1500 ± 424.26 | 13% |
| Saudi Arabia | HIC | Get paid | 6 | 186.66 | 0.80% | 2132.78 | 9% |
| Senegal | LMIC | Get paid | 1–5 | 453.52 ± 641.37 | 31% | 0 | 0% |
| Senegal | LMIC | Have to pay | 1–5 | 1173.29 | 80% | ||
| South Africa | UMIC | Get paid | 5 | 493.09 | 8% | ||
| Spain | HIC | Get paid | 5 | 3553.05 | 12% | 41462.05 | 137% |
| Sudan | LIC | Have to pay | 6 | 122.31 ± 272.73 | 21% | 278.44 ± 284.52 | 47% |
| Turkey | UMIC | 0 | 0% | ||||
| Uganda | LIC | Have to pay | 4–7 | 1,016.67 ± 975.11 | 130% | 5000 ± 2828.43 | 641% |
| UK | HIC | Get paid | 8 | 1,465.30 ± 753.32 | 3% | 53,331.2 | 126% |
| Ukraine | LMIC | Have to pay | 6 | 0 | 0% | 4,000 | 119% |
| USA | HIC | Get paid | 7 | 4,615 ± 1610.25 | 7% | 65,000 | 98.70% |
| Venezuela | UMIC | Get paid | 5 | 50 | 0.40% | 12,000 | 91.70% |
| Zimbabwe | LMIC | Have to pay | 5 | 70 | 5% | 4,500 | 324% |
Comparison of LMIC and HIC responses regarding whether neurosurgical trainees were paid or had to pay for their training. Comparison was performed using the sum of ranks Mann-Whitney U test.
| Income Group | Mean of responses (1 = get paid, 2 = have to pay) | Standard Deviation | Mean Rank | Sum of Ranks | Mann-Whitney U | p-value |
|---|---|---|---|---|---|---|
| LMIC | 1.38 | 0.49 | 59.58 | 5540.5 | 597.5 | |
| HIC | 1.05 | 0.23 | 41.45 | 787.5 |