New Algorithm for Managing Childhood Illness Using Mobile Technology (ALMANACH): A Controlled Non-Inferiority Study on Clinical Outcome and Antibiotic Use in Tanzania
- PMID: 26161535
- PMCID: PMC4498627
- DOI: 10.1371/journal.pone.0132316
New Algorithm for Managing Childhood Illness Using Mobile Technology (ALMANACH): A Controlled Non-Inferiority Study on Clinical Outcome and Antibiotic Use in Tanzania
Abstract
Introduction: The decline of malaria and scale-up of rapid diagnostic tests calls for a revision of IMCI. A new algorithm (ALMANACH) running on mobile technology was developed based on the latest evidence. The objective was to ensure that ALMANACH was safe, while keeping a low rate of antibiotic prescription.
Methods: Consecutive children aged 2-59 months with acute illness were managed using ALMANACH (2 intervention facilities), or standard practice (2 control facilities) in Tanzania. Primary outcomes were proportion of children cured at day 7 and who received antibiotics on day 0.
Results: 130/842 (15∙4%) in ALMANACH and 241/623 (38∙7%) in control arm were diagnosed with an infection in need for antibiotic, while 3∙8% and 9∙6% had malaria. 815/838 (97∙3%;96∙1-98.4%) were cured at D7 using ALMANACH versus 573/623 (92∙0%;89∙8-94∙1%) using standard practice (p<0∙001). Of 23 children not cured at D7 using ALMANACH, 44% had skin problems, 30% pneumonia, 26% upper respiratory infection and 13% likely viral infection at D0. Secondary hospitalization occurred for one child using ALMANACH and one who eventually died using standard practice. At D0, antibiotics were prescribed to 15∙4% (12∙9-17∙9%) using ALMANACH versus 84∙3% (81∙4-87∙1%) using standard practice (p<0∙001). 2∙3% (1∙3-3.3) versus 3∙2% (1∙8-4∙6%) received an antibiotic secondarily.
Conclusion: Management of children using ALMANACH improve clinical outcome and reduce antibiotic prescription by 80%. This was achieved through more accurate diagnoses and hence better identification of children in need of antibiotic treatment or not. The building on mobile technology allows easy access and rapid update of the decision chart.
Trial registration: Pan African Clinical Trials Registry PACTR201011000262218.
Conflict of interest statement
Figures
Similar articles
-
A novel electronic algorithm using host biomarker point-of-care tests for the management of febrile illnesses in Tanzanian children (e-POCT): A randomized, controlled non-inferiority trial.PLoS Med. 2017 Oct 23;14(10):e1002411. doi: 10.1371/journal.pmed.1002411. eCollection 2017 Oct. PLoS Med. 2017. PMID: 29059253 Free PMC article. Clinical Trial.
-
The ALMANACH Project: Preliminary results and potentiality from Afghanistan.Int J Med Inform. 2018 Jun;114:130-135. doi: 10.1016/j.ijmedinf.2017.12.021. Epub 2017 Dec 28. Int J Med Inform. 2018. PMID: 29330009
-
Performance of Health Workers Using an Electronic Algorithm for the Management of Childhood Illness in Tanzania: A Pilot Implementation Study.Am J Trop Med Hyg. 2017 Jan 11;96(1):249-257. doi: 10.4269/ajtmh.15-0395. Epub 2016 Nov 14. Am J Trop Med Hyg. 2017. PMID: 28077751 Free PMC article.
-
Electronic clinical decision algorithms for the integrated primary care management of febrile children in low-resource settings: review of existing tools.Clin Microbiol Infect. 2018 Aug;24(8):845-855. doi: 10.1016/j.cmi.2018.04.014. Epub 2018 Apr 21. Clin Microbiol Infect. 2018. PMID: 29684634 Review.
-
Efficacy of 3-day versus 5-day antibiotic therapy for clinically diagnosed nonsevere pneumonia in children from developing countries.Eur J Emerg Med. 2011 Oct;18(5):244-50. doi: 10.1097/MEJ.0b013e328344fd90. Eur J Emerg Med. 2011. PMID: 21394031 Review.
Cited by
-
Effectiveness of an electronic clinical decision support system in improving the management of childhood illness in primary care in rural Nigeria: an observational study.BMJ Open. 2022 Jul 21;12(7):e055315. doi: 10.1136/bmjopen-2021-055315. BMJ Open. 2022. PMID: 35863838 Free PMC article.
-
A Randomized Trial to Assess the Impact of a Package of Diagnostic Tools and Diagnostic Algorithm on Antibiotic Prescriptions for the Management of Febrile Illnesses Among Children and Adolescents in Primary Health Facilities in Burkina Faso.Clin Infect Dis. 2023 Jul 25;77(Suppl 2):S134-S144. doi: 10.1093/cid/ciad331. Clin Infect Dis. 2023. PMID: 37490742 Free PMC article. Clinical Trial.
-
medAL-suite: A software solution for creating and deploying complex clinical decision support algorithms.BMC Med Inform Decis Mak. 2025 Jul 4;25(1):249. doi: 10.1186/s12911-025-03077-6. BMC Med Inform Decis Mak. 2025. PMID: 40615862 Free PMC article.
-
Electronic Integrated Management of Childhood Illness (eIMCI): a randomized controlled trial to evaluate an electronic clinical decision-making support system for management of sick children in primary health care facilities in South Africa.BMC Health Serv Res. 2024 Feb 8;24(1):177. doi: 10.1186/s12913-024-10547-6. BMC Health Serv Res. 2024. PMID: 38331824 Free PMC article. Clinical Trial.
-
Diagnosis of Persistent Fever in the Tropics: Set of Standard Operating Procedures Used in the NIDIAG Febrile Syndrome Study.PLoS Negl Trop Dis. 2016 Nov 3;10(11):e0004749. doi: 10.1371/journal.pntd.0004749. eCollection 2016 Nov. PLoS Negl Trop Dis. 2016. PMID: 27812090 Free PMC article. Clinical Trial.
References
-
- Claeson M, Gillespie D, Mshinda H, Troedsson H, Victora CG. Knowledge into action for child survival. Lancet. 2003;362(9380):323–7. - PubMed
-
- Armstrong Schellenberg JR, Adam T, Mshinda H, Masanja H, Kabadi G, Mukasa O, et al. Effectiveness and cost of facility-based Integrated Management of Childhood Illness (IMCI) in Tanzania. Lancet. 2004;364(9445):1583–94. Epub 2004/11/03. doi: S014067360417311X [pii] 10.1016/S0140-6736(04)17311-X . - DOI - PubMed
-
- Gouws E, Bryce J, Habicht JP, Amaral J, Pariyo G, Schellenberg JA, et al. Improving antimicrobial use among health workers in first-level facilities: results from the multi-country evaluation of the Integrated Management of Childhood Illness strategy. Bull World Health Organ. 2004;82(7):509–15. Epub 2004/10/29. . - PMC - PubMed
Publication types
MeSH terms
Substances
Associated data
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical