| Literature DB >> 31415560 |
Sarah M Beargie1, Colleen R Higgins1, Daniel R Evans2, Sarah K Laing1, Daniel Erim3, Sachiko Ozawa1,4.
Abstract
INTRODUCTION: Substandard and falsified medications pose significant risks to global health. Nearly one in five antimalarials circulating in low- and middle-income countries are substandard or falsified. We assessed the health and economic impact of substandard and falsified antimalarials on children under five in Nigeria, where malaria is endemic and poor-quality medications are commonplace.Entities:
Mesh:
Substances:
Year: 2019 PMID: 31415560 PMCID: PMC6695148 DOI: 10.1371/journal.pone.0217910
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Key data inputs for the SAFARI model in Nigeria.
| Model Inputs | Estimate | Range | Source | |
|---|---|---|---|---|
| 32,379,000 | [ | |||
| 0.8096 | [ | |||
| 44.8 | Calibrated with: [ | |||
| 0.020 | (0.005–0.05) | [ | ||
| 0.08 | [ | |||
| 0.15 | [ | |||
| 0.6 | (0.45–0.8) | [ | ||
| 0.0313 | (0.028–0.035) | Calibrated with: [ | ||
| [ | ||||
| Public Facilities | 19.9% | |||
| Private Facilities | 7.0% | |||
| Pharmacies/Chemists | 39.1% | |||
| Drug Stores/Drug Hawkers/General Retailers | 0.8% | |||
| CHWs | 0.9% | |||
| Self/Neighbors | 20.2% | |||
| No Treatment | 12.3% | |||
| [ | ||||
| % Stock ACTs | 48.5% | |||
| % Stock Chloroquine | 25.1% | |||
| % Stock Other Treatments | 25.4% | |||
| % Stock ACTs | 48.1% | |||
| % Stock Chloroquine | 22.8% | |||
| % Stock Other Treatments | 29.1% | |||
| % Stock ACTs | 36.7% | |||
| % Stock Chloroquine | 30.8% | |||
| % Stock Other Treatments | 32.6% | |||
| % Stock ACTs | 53.8% | |||
| % Stock Chloroquine | 7.7% | |||
| % Stock Other Treatments | 38.5% | |||
| % Stock ACTs | 54.5% | |||
| % Stock Chloroquine | 0.0% | |||
| % Stock Other Treatments | 45.5% | |||
| % Stock ACTs | 29.1% | |||
| % Stock Chloroquine | 32.1% | |||
| % Stock Other Treatments | 38.8% | |||
| [ | ||||
| Public Facilities | 12.7% | |||
| Private Facilities | 25.5% | |||
| Pharmacies/Chemists | 0.1% | |||
| Drug Store/Drug Hawkers/General Retailers | 11.6% | |||
| CHWs | 0% | Assumption | ||
| Self/Neighbors | 0% | |||
| 0.9643 | (0.9599–0.9687) | Estimated based on: [ | ||
| 0.5444 | (0.4246–0.7194) | Estimated based on: [ | ||
| 0.7266 | (0.6731–0.7801) | Estimated based on: [ | ||
| 0 | Assumption | |||
| Average Cost of ACTs | $0.00 | [ | ||
| Average Cost of Chloroquine | $0.00 | |||
| Average Cost of Other Treatments | $0.00 | |||
| Average Cost of ACTs | $2.10 | ($1.53 –$2.67) | [ | |
| Average Cost of Chloroquine | $0.41 | ($0 –$0.91) | ||
| Average Cost of Other Treatments | $1.40 | ($0.61 –$2.19) | ||
| Average Cost of ACTs | $3.25 | ($2.69 –$3.81) | [ | |
| Average Cost of Chloroquine | $0.51 | ($0.01 –$1.01) | ||
| Average Cost of Other Treatments | $1.47 | ($0.71 –$2.23) | ||
| Average Cost of ACTs | $2.08 | ($1.66 –$2.50) | [ | |
| Average Cost of Chloroquine | $0.25 | ($0 –$0.75) | ||
| Average Cost of Other Treatments | $1.47 | ($0.71 –$2.23) | ||
| Average Cost of ACTs | $0.00 | [ | ||
| Average Cost of Chloroquine | $0.00 | |||
| Average Cost of Other Treatments | $0.00 | |||
| Average Cost of ACTs | $0.00 | Assumption | ||
| Average Cost of Chloroquine | $0.00 | |||
| Average Cost of Other Treatments | $0.00 | |||
| $10.24 | ($2.04 –$18.44) | [ | ||
| $1.11 | ($0.87–1.35) | Estimated based on: [ | ||
| $1.09 | [ | |||
| $6.30 | Estimated based on: [ | |||
| $52,554.65 | Estimated based on: [ | |||
| Not SF (API > 85%) | 0.882 | Estimated based on: [ | ||
| Category 1: API = 75–85% | 0.064 | Estimated based on: [ | ||
| Category 2: API = 50–75% | 0.027 | |||
| Category 3: API < 50% | 0.027 | |||
| Not SF (API > 85%) | -.494 | Estimated based on: [ | ||
| Category 1: API = 75–85% | 0.273 | Estimated based on: [ | ||
| Category 2: API = 50–75% | 0.118 | Estimated based on: [ | ||
| Category 3: API < 50% | 0.116 | |||
| Not SF (API > 85%) | 0.479 | Estimated based on: [ | ||
| Category 1: API = 75–85% | 0.281 | Estimated based on: [ | ||
| Category 2: API = 50–75% | 0.121 | Estimated based on: [ | ||
| Category 3: API < 50% | 0.119 | Estimated based on: [ | ||
ACTs—Artemisinin-based combination therapy; API—Active pharmaceutical ingredient; CHWs—community health workers; SF—substandard and falsified
Estimated burden of malaria, the health and economic impact of substandard and falsified antimalarials, and effect of antimicrobial resistance of ACTs in Nigeria.
| Burden of Malaria | No Substandard or Falsified Antimalarials | Antimicrobial Resistance | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Baseline | 95% CI | Potential Savings | Percent Difference | p-value | Additional Costs | Percent Difference | p-value | ||
| Average Number of Cases | 24,000,000 | (23,995,800–24,002,700) | |||||||
| Average Number Hospitalized | 147,000 | (146,900–147,700) | -33,300 | -23% | <0.001 | +19,200 | +13% | <0.001 | |
| Average Number with NS | 8,200 | (8,100–8,200) | -500 | -6% | <0.001 | +800 | +10% | <0.001 | |
| Average Number of Deaths | 78,000 | (77,800–78,300) | -12,300 | -16% | <0.001 | +7,700 | +10% | <0.001 | |
| Total Economic Impact | $7,760,000,000 | (7,729,178,500–7,800,795,900) | -$892,000,000 | -11% | <0.001 | +$839,000,000 | +11% | <0.001 | |
| Direct Costs | $401,000,000 | (400,398,700–401,399,000) | -$29,800,000 | -7% | <0.001 | +$44,600,000 | +11% | <0.001 | |
| Facility Costs | $267,000,000 | (266,997,100–267,799,200) | -$20,000,000 | -7% | <0.001 | +$29,900,000 | +11% | <0.001 | |
| Out-of-Pocket Costs | $134,000,000 | (133,206,400–133,795,100) | -$9,800,000 | -7% | <0.001 | +$14,800,000 | +11% | <0.001 | |
| All Productivity Losses | $7,360,000,000 | (7,328,289,900–7,399,886,800) | -$862,000,000 | -12% | <0.001 | $794,000,000 | +11% | <0.001 | |
| Short-Term | $3,080,000,000 | (3,042,502,100–3,109,500,200) | -$203,000,000 | -1% | <0.001 | +$369,000,000 | +12% | <0.001 | |
| Lifetime | $4,100,000,000 | (4,086,615,200–4,113,241,200) | -$648,000,000 | -16% | <0.001 | +$405,000,000 | +10% | <0.001 | |
ACT—Artemisinin-based combination therapies; CI—Confidence interval; NS—Neurological sequelae
* Short-Term productivity losses included caregiver time during care seeking and hospital stay, and opportunity costs incurred by the community-health worker program. Lifetime productivity losses included losses due to premature death and disability.
** Unpaired t-tests estimated the statistical significance of outputs (p<0.05) compared to baseline.
The health and economic impact of substandard and falsified antimalarials in Nigeria: Northern vs. southern regions.
| Average Number of Cases | 18,900,000 | (18,905,600–18,912,500) | |||||||
| Average Number Hospitalized | 116,000 | (115,900–116,600) | -26,300 | -23% | <0.001 | +14,900 | +13% | <0.001 | |
| Average Number of Deaths | 61,000 | (60,700–61,200) | -9,700 | -16% | <0.001 | +6,000 | +10% | <0.001 | |
| Total Economic Impact | $6,090,000,000 | ($6,057,711,900 –$6,114,788,000) | -$698,000,000 | -11% | <0.001 | +$653,000,000 | +11% | <0.001 | |
| Facility Costs | $209,000,000 | ($208,768,500 –$209,401,200) | -$15,600,000 | -7% | <0.001 | +$23,100,000 | +11% | <0.001 | |
| All Productivity | $5,770,000,000 | ($5,743,514,900 –$5,800,573,400) | -$675,000,000 | -12% | <0.001 | +$619,000,000 | +11% | <0.001 | |
| Out-of-Pocket | $105,000,000 | ($104,899,200 –$105,352,800) | -$7,660,000 | -7% | <0.001 | +$11,500,000 | +11% | <0.001 | |
| Average Number of Cases | 5,090,000 | (5,088,000–5,092,400) | |||||||
| Average Number Hospitalized | 31,000 | (30,900–31,200) | -6,900 | -22% | <0.001 | +4,300 | +14% | <0.001 | |
| Average Number of Deaths | 17,100 | (17,000–17,100) | -2,700 | -16% | <0.001 | +1,700 | +10% | <0.001 | |
| Total Economic Impact | $1,680,000,000 | ($1,669,991,000 –$1,687,483,600) | -$193,000,000 | -12% | <0.001 | +$185,000,000 | +11% | <0.001 | |
| Facility Costs | $58,300,000 | ($58,218,600 –$58,408,100) | -$4,480,000 | -8% | <0.001 | +$6,740,000 | +12% | <0.001 | |
| All Productivity | $1,590,000,000 | ($1,583,302,900 –$1,600,785,600) | -$187,000,000 | -12% | <0.001 | +$175,000,000 | +11% | <0.001 | |
| Out-of-Pocket | $28,400,000 | ($28,315,100 –$28,444,300) | -$2,140,000 | -8% | <0.001 | +$3,250,000 | +11% | <0.001 | |
CI—Confidence interval
Fig 1Total economic impact of intervention scenarios.