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Prevalence of Inappropriate Antibiotic Prescribing with or without a Plausible Antibiotic Indication among Safety-Net and Non-Safety Net Populations

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Abstract

Background

Clinicians can prescribe antibiotics inappropriately without coding the indication for antibiotics. Whether the prevalence of inappropriate antibiotic prescribing with or without a plausible indication differs between safety-net and non-safety-net populations is unknown.

Objective

To assess differences in inappropriate antibiotic prescribing with or without a plausible indication between safety-net and non-safety net populations.

Design

Cross-sectional.

Participants

Office visits in the 2016, 2018, 2019 National Ambulatory Medical Care Survey with ≥ 1 antibiotic prescription among children (0–17 years) and adults (18–64 years).

Main Measures

Inappropriate antibiotic prescribing with a plausible indication (visits with infection-related diagnosis codes that do not warrant antibiotics, e.g., acute bronchitis); inappropriate prescribing without a plausible indication (visits with codes that are not antibiotic indications, e.g., hypertension). By age group, we used linear regression to assess differences between safety-net (public/no insurance) and non-safety net populations (privately insured), controlling for patient and visit characteristics.

Key Results

Analyses included 67,065,108 and 122,731,809 weighted visits for children and adults, respectively. Among visits for children in the safety-net and non-safety populations, the prevalence of inappropriate antibiotic prescribing with a plausible indication was 11.7% and 22.0% (adjusted difference: -8.0%, 95% CI: -17.1%, 1.0%); the prevalence of inappropriate prescribing without a plausible indication was 11.8% and 8.6% (adjusted difference: -2.0%, 95% CI: -4.6%, 0.6%). Among visits for adults in the safety-net and non-safety populations, the prevalence of inappropriate antibiotic prescribing with a plausible indication was 12.1% and 14.3% (adjusted difference: -0.1%, 95% CI -9.4%, 9.1%); the prevalence of inappropriate prescribing without a plausible indication was 48.2% and 32.3% (adjusted difference: 12.5%, 95% CI: 3.6%, 21.4%).

Conclusions

Inappropriate antibiotic prescribing with or without a plausible antibiotic indication is common in all populations, highlighting the importance of broad-based antibiotic stewardship initiatives. However, targeted initiatives focused on improving coding quality in adult safety-net settings may be warranted.

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Data Availability

Data was obtained from publicly available database administered by the Centers for Disease Control and Prevention. The R notebook script used to analyze this data is included in an electronic attachment.

References

  1. Centers for Disease Control and Prevention. Improving Antibiotic Use. Published 2021. https://www.cdc.gov/antibiotic-use/stewardship-report/index.html. Accessed 28 May 2023.

  2. Hersh AL, King LM, Shapiro DJ, Hicks LA, Fleming-Dutra KE. Unnecessary Antibiotic Prescribing in US Ambulatory Care Settings, 2010–2015. Clin Infect Dis. 2021;72(1):133-137. https://doi.org/10.1093/CID/CIAA667.

  3. Centers for Disease Control and Prevention. Office-related antibiotic prescribing for persons aged ≤ 14 years--United States, 1993–1994 to 2007–2008. Morbidity and Mortality Weekly Report. 2011;60(34):1153–1156. https://pubmed.ncbi.nlm.nih.gov/21881545/. Accessed 28 May 2023.

  4. Pichichero ME. Dynamics of antibiotic prescribing for children. JAMA. 2002;287(23):3133-3135. https://doi.org/10.1001/JAMA.287.23.3133.

  5. Shapiro DJ, Hicks LA, Pavia AT, Hersh AL. Antibiotic prescribing for adults in ambulatory care in the USA, 2007-09. J Antimicrob Chemother. 2014;69(1):234-240. https://doi.org/10.1093/JAC/DKT301.

  6. Ray MJ, Tallman GB, Bearden DT, Elman MR, McGregor JC. Antibiotic prescribing without documented indication in ambulatory care clinics: national cross sectional study. BMJ. 2019;367:l6461. https://doi.org/10.1136/BMJ.L6461.

  7. Barnett ML, Linder JA, Clark CR, Sommers BD. Low-Value Medical Services in the Safety-Net Population. JAMA Intern Med. 2017;177(6):829-837. https://doi.org/10.1001/JAMAINTERNMED.2017.0401.

  8. Chua KP, Schwartz AL, Volerman A, Conti RM, Huang ES. Differences in the receipt of low-value services between publicly and privately insured children. Pediatrics. 2020;145(2). https://doi.org/10.1542/PEDS.2019-2325.

  9. Chua KP, Linder JA. Prevalence of Inappropriate Antibiotic Prescribing by Antibiotic Among Privately and Publicly Insured Non-Elderly US Patients, 2018. J Gen Intern Med. 2021;36(9):2861-2864. https://doi.org/10.1007/S11606-020-06189-Z.

  10. Centers for Disease Control and Prevention. Measuring outpatient antibiotic prescribing. Published online 2022. https://www.cdc.gov/antibiotic-use/data/outpatient-prescribing/index.htm. Accessed 29 May 2023.

  11. Von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Ann Intern Med. 2007;147(8):573-577. https://doi.org/10.7326/0003-4819-147-8-200710160-00010.

  12. Chua KP, Fischer MA, Linder JA. Appropriateness of outpatient antibiotic prescribing among privately insured US patients: ICD-10-CM based cross sectional study. BMJ. 2019;364:5092. https://doi.org/10.1136/BMJ.K5092.

  13. Wattles BA, Jawad KS, Feygin Y, et al. Inappropriate outpatient antibiotic use in children insured by Kentucky Medicaid. Infect Control Hosp Epidemiol. 2022;43(5):582-588. https://doi.org/10.1017/ICE.2021.177.

  14. Lowery JL, Alexander B, Nair R, Heintz BH, Livorsi DJ. Evaluation of antibiotic prescribing in emergency departments and urgent care centers across the Veterans’ Health Administration. Infect Control Hosp Epidemiol. 2021;42(6):694-701. https://doi.org/10.1017/ICE.2020.1289.

  15. Agiro A, Sridhar G, Gordon A, Brown J, Haynes K. Antibiotic dispensing following pediatric visits in the US emergency departments and outpatient settings from 2006 to 2016. Pharmacol Res Perspect. 2019;7(5):e00512. https://doi.org/10.1002/PRP2.512.

  16. Datta R, Fried T, O’Leary JR, et al. National Cohort Study of Homebound Persons Living With Dementia: Antibiotic Prescribing Trends and Opportunities for Antibiotic Stewardship. Open Forum Infect Dis. 2022;9(9). https://doi.org/10.1093/OFID/OFAC453.

  17. Zhao H, Wei L, Li H, et al. Appropriateness of antibiotic prescriptions in ambulatory care in China: a nationwide descriptive database study. Lancet Infect Dis. 2021;21(6):847-857. https://doi.org/10.1016/S1473-3099(20)30596-X.

  18. Zhao H, Bian J, Wei L, et al. Validation of an algorithm to evaluate the appropriateness of outpatient antibiotic prescribing using big data of Chinese diagnosis text. BMJ Open. 2020;10(3):e031191. https://doi.org/10.1136/BMJOPEN-2019-031191.

  19. Zhao H, Zhang M, Bian J, Zhan S. Antibiotic prescriptions among China ambulatory care visits of pregnant women: A nationwide cross-sectional study. Antibiotics. 2021;10(5):601. https://doi.org/10.3390/ANTIBIOTICS10050601.

  20. Zhao H, Bian J, Han X, Zhang M, Zhan S. Outpatient antibiotic use associated with acute upper respiratory infections in China: a nationwide cross-sectional study. Int J Antimicrob Agents. 2020;56(6):106193. https://doi.org/10.1016/J.IJANTIMICAG.2020.106193.

  21. Zhao H, Wang S, Meng R, et al. Appropriateness of Antibiotic Prescriptions in Chinese Primary Health Care and the Impact of the COVID-19 Pandemic: A Typically Descriptive and Longitudinal Database Study in Yinchuan City. Front Pharmacol. 2022;13:1. https://doi.org/10.3389/FPHAR.2022.861782/FULL.

  22. Alabi ME, Essack SY. Antibiotic prescribing amongst South African general practitioners in private practice: an analysis of a health insurance database. JAC Antimicrob Resist. 2022;4(5). https://doi.org/10.1093/JACAMR/DLAC101.

  23. Fleming-Dutra KE, Hersh AL, Shapiro DJ, et al. Prevalence of Inappropriate Antibiotic Prescriptions Among US Ambulatory Care Visits, 2010-2011. JAMA. 2016;315(17):1864-1873. https://doi.org/10.1001/JAMA.2016.4151.

  24. Norton EC, Dowd BE, Maciejewski ML. Marginal Effects—Quantifying the Effect of Changes in Risk Factors in Logistic Regression Models. JAMA. 2019;321(13):1304-1305. https://doi.org/10.1001/JAMA.2019.1954.

  25. Young EH, Strey KA, Lee GC, et al. National Disparities in Antibiotic Prescribing by Race, Ethnicity, Age Group, and Sex in United States Ambulatory Care Visits, 2009 to 2016. Antibiotics. 2023;12(1):51. https://doi.org/10.3390/ANTIBIOTICS12010051.

  26. Roberts RM, Hicks LA, Bartoces M. Variation in U.S. outpatient antibiotic prescribing quality measures according to health plan and geography, 2008–2012. Am J Manag Care. 2016;22(8):519.

  27. Hicks LA, Bartoces MG, Roberts RM, et al. US Outpatient Antibiotic Prescribing Variation According to Geography, Patient Population, and Provider Specialty in 2011. Clin Infect Dis. 2015;60(9):1308-1316. https://doi.org/10.1093/CID/CIV076.

  28. Mues KE, Liede A, Liu J, et al. Use of the Medicare database in epidemiologic and health services research: A valuable source of real-world evidence on the older and disabled populations in the US. Clin Epidemiol. 2017;9:267-277. https://doi.org/10.2147/CLEP.S105613.

  29. Young EH, Panchal RM, Yap AG, Reveles KR. National Trends in Oral Antibiotic Prescribing in United States Physician Offices from 2009 to 2016. Pharmacother J Hum Pharmacol Drug Ther. 2020;40(10):1012-1021. https://doi.org/10.1002/PHAR.2456.

  30. Wattles BA, Jawad KS, Feygin YF, et al. Quality of antibiotic prescribing to children through the coronavirus disease 2019 (COVID-19) pandemic. Antimicrob Stewardship Healthcare Epidemiol. 2022;2(1):e94. https://doi.org/10.1017/ASH.2022.235.

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Funding

J. L. L. has a Resident Research Grant from the American Academy of Pediatrics, a Physician Investigator Award from Blue Cross Blue Shield Foundation of Michigan, and a Research Grant from the National Med-Peds Residents’ Association. K. C. is supported by a career development award from the National Institute on Drug Abuse (grant number 1K08DA048110-01). J. A. L. is supported by grants from the National Institute on Aging (P30AG059988, R01AG069762, R01AG074245, P30AG024968, R01AG070054, R33AG057395, R21AG081895), National Heart Lung and Blood Institute (R01HL167023), and the Agency for Healthcare Research and Quality (R01HS026506, R01HS028127, R01HS029328). The funding sources played no role in the design of the study; the collection, analysis, and interpretation of the data; and the decision to approve publication of the finished manuscript.

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Contributions

Study concept and design: J. L. L., K. C. Acquisition of data: J. L. L., K. C. Analysis and interpretation of data: J. L. L., K. C., M. A. F., J. A. L. Drafting of the manuscript: J. L. L. Critical revision of the manuscript: J. L. L., K. C., M. A. F., J. A. L. Statistical analysis: J. L. L., K. C. Study supervision: K. C.

Corresponding author

Correspondence to Joseph B. Ladines-Lim MD, PhD.

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Conflict of Interest:

K. C. reports receiving honoraria from the Benter Foundation for work outside of the submitted manuscript. No other conflicts of interest were reported.

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Ladines-Lim, J., Fischer, M., Linder, J. et al. Prevalence of Inappropriate Antibiotic Prescribing with or without a Plausible Antibiotic Indication among Safety-Net and Non-Safety Net Populations. J GEN INTERN MED (2024). https://doi.org/10.1007/s11606-024-08757-z

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