Digital health for climate change mitigation and response: a scoping review.

Hania Rahimi-Ardabili, Farah Magrabi, Enrico Coiera
Author Information
  1. Hania Rahimi-Ardabili: Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Macquarie Park, NSW, Australia.
  2. Farah Magrabi: Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Macquarie Park, NSW, Australia. ORCID
  3. Enrico Coiera: Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Macquarie Park, NSW, Australia. ORCID

Abstract

OBJECTIVE: Climate change poses a major threat to the operation of global health systems, triggering large scale health events, and disrupting normal system operation. Digital health may have a role in the management of such challenges and in greenhouse gas emission reduction. This scoping review explores recent work on digital health responses and mitigation approaches to climate change.
MATERIALS AND METHODS: We searched Medline up to February 11, 2022, using terms for digital health and climate change. Included articles were categorized into 3 application domains (mitigation, infectious disease, or environmental health risk management), and 6 technical tasks (data sensing, monitoring, electronic data capture, modeling, decision support, and communication). The review was PRISMA-ScR compliant.
RESULTS: The 142 included publications reported a wide variety of research designs. Publication numbers have grown substantially in recent years, but few come from low- and middle-income countries. Digital health has the potential to reduce health system greenhouse gas emissions, for example by shifting to virtual services. It can assist in managing changing patterns of infectious diseases as well as environmental health events by timely detection, reducing exposure to risk factors, and facilitating the delivery of care to under-resourced areas.
DISCUSSION: While digital health has real potential to help in managing climate change, research remains preliminary with little real-world evaluation.
CONCLUSION: Significant acceleration in the quality and quantity of digital health climate change research is urgently needed, given the enormity of the global challenge.

Keywords

References

  1. Front Digit Health. 2022 Mar 15;4:869721 [PMID: 35373178]
  2. J Community Health. 2017 Feb;42(1):43-50 [PMID: 27516066]
  3. BMC Pediatr. 2021 Jan 6;21(1):13 [PMID: 33407248]
  4. BMJ Open. 2020 Jun 29;10(6):e037326 [PMID: 32601115]
  5. Anesth Analg. 2020 Sep;131(3):981-983 [PMID: 32304458]
  6. J Med Entomol. 2012 Sep;49(5):1144-53 [PMID: 23025197]
  7. Environ Res. 2021 Jul;198:111166 [PMID: 33857460]
  8. Ecohealth. 2012 Dec;9(4):440-7 [PMID: 23104689]
  9. PLoS One. 2019 Feb 13;14(2):e0210484 [PMID: 30759111]
  10. Pediatr Dermatol. 2021 May;38(3):613-616 [PMID: 33870555]
  11. Environ Monit Assess. 2020 Jul 29;192(8):549 [PMID: 32728941]
  12. Colorectal Dis. 2020 Sep;22(9):1015-1021 [PMID: 32628286]
  13. Environ Res. 2018 Oct;166:707-712 [PMID: 29961548]
  14. Geospat Health. 2006 Nov;1(1):17-31 [PMID: 18686230]
  15. Int J Environ Res Public Health. 2014 Jul 18;11(7):7354-75 [PMID: 25046634]
  16. Environ Res. 2021 Aug;199:111262 [PMID: 33974845]
  17. Int J Infect Dis. 2017 Dec;65:93-97 [PMID: 29017856]
  18. Ticks Tick Borne Dis. 2010 Sep;1(3):129-40 [PMID: 21771520]
  19. Disaster Manag Response. 2005 Apr-Jun;3(2):41-7 [PMID: 15829908]
  20. BMJ Open Qual. 2019 Apr 8;8(2):e000427 [PMID: 31206050]
  21. Health Care Manage Rev. 2021 Jan/Mar;46(1):12-24 [PMID: 31116121]
  22. JCO Oncol Pract. 2021 Sep;17(9):e1362-e1374 [PMID: 34406817]
  23. Digit Health. 2021 Aug 10;7:20552076211033421 [PMID: 34408902]
  24. Int J Environ Res Public Health. 2014 Oct 10;11(10):10366-83 [PMID: 25310536]
  25. Geospat Health. 2012 May;6(2):161-70 [PMID: 22639118]
  26. Int J Health Geogr. 2018 Jan 16;17(1):2 [PMID: 29338736]
  27. Int J Environ Res Public Health. 2019 Sep 18;16(18): [PMID: 31540493]
  28. Environ Res. 2006 May;101(1):94-103 [PMID: 16225860]
  29. Methods Mol Biol. 2018;1604:3-31 [PMID: 28986822]
  30. Acta Trop. 2005 Nov-Dec;96(2-3):117-29 [PMID: 16112638]
  31. Health Place. 2019 Nov;60:102228 [PMID: 31654921]
  32. J Health Serv Res Policy. 2013 Oct;18(4):209-14 [PMID: 23945677]
  33. BJU Int. 2020 Nov;126(5):536-546 [PMID: 32463991]
  34. Acad Psychiatry. 2021 Jun;45(3):403-404 [PMID: 33834420]
  35. Int J Environ Res Public Health. 2016 Mar 09;13(3): [PMID: 27005646]
  36. Front Public Health. 2015 May 05;3:134 [PMID: 26000272]
  37. Ann R Coll Surg Engl. 2019 Jan;101(1):30-34 [PMID: 30286648]
  38. Int J Health Geogr. 2011 May 25;10:39 [PMID: 21612652]
  39. Geospat Health. 2014 May;8(2):405-15 [PMID: 24893017]
  40. BMJ. 2021 Mar 29;372:n71 [PMID: 33782057]
  41. Environ Health Perspect. 2011 May;119(5):585-90 [PMID: 21163721]
  42. Malar J. 2010 Jul 31;9:221 [PMID: 20673367]
  43. Int J Health Serv. 2020 Jul;50(3):264-270 [PMID: 32517569]
  44. EMBO Rep. 2016 Jun;17(6):785-9 [PMID: 27170620]
  45. Geospat Health. 2008 May;2(2):227-39 [PMID: 18686271]
  46. Sci Rep. 2017 Jun 19;7(1):3813 [PMID: 28630444]
  47. Infect Genet Evol. 2018 Aug;62:279-295 [PMID: 29704626]
  48. Int J Health Geogr. 2010 Aug 11;9:41 [PMID: 20701763]
  49. Int J Health Geogr. 2008 May 22;7:24 [PMID: 18498647]
  50. Int J Environ Res Public Health. 2020 Nov 17;17(22): [PMID: 33212908]
  51. Cancer Epidemiol Biomarkers Prev. 2017 Aug;26(8):1165-1169 [PMID: 28765336]
  52. J Law Med Ethics. 2020 Dec;48(4):681-693 [PMID: 33404333]
  53. Australas J Ageing. 2018 Jun;37(2):99-106 [PMID: 29673035]
  54. Int J Environ Res Public Health. 2019 Mar 02;16(5): [PMID: 30832387]
  55. Eur J Public Health. 2006 Dec;16(6):592-9 [PMID: 16644927]
  56. Can J Public Health. 2020 Jun;111(3):426-432 [PMID: 32524507]
  57. Environ Res. 2009 Jul;109(5):600-6 [PMID: 19423092]
  58. Sci Adv. 2016 Mar 11;2(3):e1500779 [PMID: 27034978]
  59. BJU Int. 2019 Dec;124(6):1034-1039 [PMID: 31206221]
  60. BMC Med Res Methodol. 2018 Nov 19;18(1):143 [PMID: 30453902]
  61. Risk Anal. 2013 Dec;33(12):2154-67 [PMID: 23781944]
  62. Healthc Manage Forum. 2017 Mar;30(2):79-83 [PMID: 28929882]
  63. Fam Pract. 2018 Sep 18;35(5):567-570 [PMID: 29538692]
  64. J Am Med Inform Assoc. 2014 May-Jun;21(3):386-90 [PMID: 24186958]
  65. PLoS One. 2010 Aug 09;5(8):e11984 [PMID: 20711252]
  66. Geospat Health. 2014 Dec 01;8(3):S647-59 [PMID: 25599636]
  67. Pan Afr Med J. 2014 Apr 16;17:289 [PMID: 25328585]
  68. Cardiol Young. 2021 Oct;31(10):1625-1632 [PMID: 33685550]
  69. Glob Health Action. 2012;5: [PMID: 22679398]
  70. Int J Environ Res Public Health. 2013 Mar 22;10(3):1139-51 [PMID: 23525029]
  71. Environ Int. 2019 Jan;122:3-10 [PMID: 30473381]
  72. J Med Internet Res. 2018 Dec 13;20(12):e11254 [PMID: 30545807]
  73. Ann Am Thorac Soc. 2020 Mar;17(3):313-320 [PMID: 31860802]
  74. Clin Exp Dermatol. 2021 Jul;46(5):807-813 [PMID: 33215752]
  75. PLoS One. 2013 Apr 25;8(4):e62041 [PMID: 23634220]
  76. Lancet. 2019 Nov 16;394(10211):1836-1878 [PMID: 31733928]
  77. Epidemiology. 2021 May 1;32(3):327-335 [PMID: 33591051]
  78. Eur Urol. 2015 Oct;68(4):729-35 [PMID: 25900782]
  79. Ann R Coll Surg Engl. 2021 Sep;103(8):599-603 [PMID: 34464571]
  80. Int J Environ Res Public Health. 2019 Nov 08;16(22): [PMID: 31717386]
  81. Environ Health. 2019 Jul 9;18(1):59 [PMID: 31287016]
  82. Rev Esp Salud Publica. 2021 Mar 17;95: [PMID: 33729215]
  83. Urolithiasis. 2015 Aug;43(4):339-47 [PMID: 25976637]
  84. Asia Pac J Clin Nutr. 2020;29(3):446-449 [PMID: 32990602]
  85. Int J Circumpolar Health. 2013 Aug 05;72: [PMID: 23984296]
  86. ScientificWorldJournal. 2019 Jul 25;2019:9397578 [PMID: 31427903]
  87. Int J Environ Res Public Health. 2019 Oct 11;16(20): [PMID: 31614632]
  88. Rev Panam Salud Publica. 2016 Sep;40(3):167-173 [PMID: 27991974]
  89. Parassitologia. 2006 Jun;48(1-2):69-72 [PMID: 16881400]
  90. Annu Rev Public Health. 2016;37:83-96 [PMID: 26735429]
  91. Environ Health Perspect. 2009 Nov;117(11):1730-6 [PMID: 20049125]
  92. Disasters. 2016 Oct;40(4):740-52 [PMID: 26748543]
  93. Euro Surveill. 2008 Jun 19;13(25): [PMID: 18761939]
  94. J Telemed Telecare. 2009;15(3):137-8 [PMID: 19364897]
  95. Int J Health Geogr. 2009 Oct 16;8:57 [PMID: 19835578]
  96. Telemed J E Health. 2010 Nov;16(9):973-6 [PMID: 20958198]
  97. Glob Health Action. 2014 Dec 08;7:23007 [PMID: 25511879]
  98. Prog Urol. 2021 Dec;31(16):1133-1138 [PMID: 34454847]
  99. Ann Intern Med. 2018 Oct 2;169(7):467-473 [PMID: 30178033]
  100. PLoS One. 2012;7(10):e46882 [PMID: 23071656]
  101. Eur J Public Health. 2019 Aug 1;29(4):601-607 [PMID: 30561626]
  102. BMC Public Health. 2009 Jun 10;9:179 [PMID: 19515246]
  103. Lancet. 2009 May 16;373(9676):1663-5 [PMID: 19447242]
  104. Postgrad Med J. 2021 Dec;97(1154):755-759 [PMID: 33115912]
  105. Telemed J E Health. 2020 Aug;26(8):1066-1070 [PMID: 31804895]
  106. Syst Rev. 2021 Jan 4;10(1):3 [PMID: 33390178]
  107. Epidemiol Infect. 2019 Jan;147:e101 [PMID: 30869042]
  108. J Adv Nurs. 2016 May;72(5):1086-96 [PMID: 26821875]
  109. Int J Environ Res Public Health. 2021 Aug 03;18(15): [PMID: 34360518]
  110. Infect Dis Poverty. 2018 Apr 28;7(1):37 [PMID: 29703243]
  111. Int J Environ Res Public Health. 2014 Feb 04;11(2):1725-46 [PMID: 24499879]
  112. Vet Parasitol. 2011 Mar 22;176(4):295-9 [PMID: 21300439]
  113. IEEE Pulse. 2021 Jul-Aug;12(4):24-27 [PMID: 34424842]
  114. Syst Rev. 2016 Dec 5;5(1):210 [PMID: 27919275]
  115. Sci Rep. 2021 Feb 25;11(1):4718 [PMID: 33633197]
  116. Int J Environ Res Public Health. 2018 Nov 25;15(12): [PMID: 30477272]
  117. Dermatol Ther. 2020 Jul;33(4):e13682 [PMID: 32447805]
  118. Acta Vet Scand. 2017 Mar 20;59(1):18 [PMID: 28320440]
  119. J Telemed Telecare. 2010;16(4):215-20 [PMID: 20511579]
  120. BMJ Open. 2021 Jun 9;11(6):e046333 [PMID: 34108165]
  121. BMJ. 2021 Oct 28;375:e067199 [PMID: 34711584]
  122. Malar J. 2016 Mar 04;15:122 [PMID: 26944257]
  123. Geospat Health. 2012 Sep;6(3):S15-24 [PMID: 23032279]
  124. Telemed J E Health. 2010 Mar;16(2):229-32 [PMID: 20156125]
  125. Geospat Health. 2011 May;5(2):191-8 [PMID: 21590669]
  126. Eur J Clin Microbiol Infect Dis. 2006 Jul;25(7):426-32 [PMID: 16810531]
  127. PLoS One. 2013 Aug 07;8(8):e68338 [PMID: 23950868]
  128. Int J Circumpolar Health. 2019 Jan-Dec;78(2):1517581 [PMID: 31066653]
  129. Stud Health Technol Inform. 2011;169:970-4 [PMID: 21893890]
  130. J Telemed Telecare. 2020 Apr;26(3):180-185 [PMID: 30336724]
  131. Int J Environ Res Public Health. 2016 Jan 28;13(2):168 [PMID: 26828511]
  132. Epilepsia. 2021 Nov;62(11):2732-2740 [PMID: 34462915]
  133. BMC Med Inform Decis Mak. 2009 Feb 20;9:14 [PMID: 19232122]
  134. Geospat Health. 2012 Sep;6(3):S51-7 [PMID: 23032283]
  135. Nat Commun. 2017 Oct 24;8(1):916 [PMID: 29066710]
  136. Ann Vasc Surg. 2019 Aug;59:167-172 [PMID: 31077768]
  137. BMC Public Health. 2014 Aug 22;14:781 [PMID: 25149418]
  138. Microbiol Spectr. 2014 Feb;2(1):OH-0019-2013 [PMID: 26082117]
  139. BMJ Open. 2019 Dec 29;9(12):e032561 [PMID: 31888929]
  140. Int J Environ Res Public Health. 2017 Apr 07;14(4): [PMID: 28387705]
  141. Environ Res. 2016 Nov;151:728-733 [PMID: 27644031]
  142. Geospat Health. 2011 May;5(2):169-76 [PMID: 21590666]
  143. Infect Dis Poverty. 2018 Nov 29;7(1):126 [PMID: 30541601]
  144. Int J Environ Res Public Health. 2011 Dec;8(12):4623-48 [PMID: 22408593]
  145. Pharmacoepidemiol Drug Saf. 2006 Oct;15(10):735-40 [PMID: 16924603]
  146. Am J Epidemiol. 2017 Feb 15;185(4):283-294 [PMID: 28137774]
  147. Value Health. 2017 Apr;20(4):542-546 [PMID: 28407995]
  148. PLoS One. 2014 Sep 04;9(9):e105040 [PMID: 25188322]
  149. Environ Health Perspect. 2004 Nov;112(15):1557-63 [PMID: 15531442]
  150. Comput Math Methods Med. 2016;2016:5689346 [PMID: 27034710]
  151. Int J Health Policy Manag. 2021 Jan 01;10(1):45-46 [PMID: 32610798]
  152. Telemed J E Health. 2014 Mar;20(3):272-81 [PMID: 24404817]
  153. PLoS One. 2016 Jun 09;11(6):e0157014 [PMID: 27280706]
  154. J Math Biol. 2018 Mar;76(4):841-875 [PMID: 28726158]
  155. PLoS Negl Trop Dis. 2017 Jul 18;11(7):e0005729 [PMID: 28719659]
  156. Environ Health Perspect. 2013 Feb;121(2):197-204 [PMID: 23164621]
  157. Mayo Clin Proc. 2019 Jun;94(6):1040-1047 [PMID: 30922694]
  158. Health Policy Plan. 2018 Apr 1;33(3):355-367 [PMID: 29325025]
  159. Sensors (Basel). 2019 Jul 03;19(13): [PMID: 31277344]

Grants

  1. /Australian National Health and Medical Research Council
  2. APP1134919/Centre for Research Excellence in Digital Health

MeSH Term

Climate Change
Greenhouse Gases

Chemicals

Greenhouse Gases

Word Cloud

Created with Highcharts 10.0.0healthchangedigitalclimatereviewglobalDigitalscopingmitigationresearchoperationeventssystemmanagementgreenhousegasrecentinfectiousenvironmentalriskdatapotentialmanagingOBJECTIVE:ClimateposesmajorthreatsystemstriggeringlargescaledisruptingnormalmayrolechallengesemissionreductionexploresworkresponsesapproachesMATERIALSANDMETHODS:searchedMedlineFebruary112022usingtermsIncludedarticlescategorized3applicationdomainsdisease6technicaltaskssensingmonitoringelectroniccapturemodelingdecisionsupportcommunicationPRISMA-ScRcompliantRESULTS:142includedpublicationsreportedwidevarietydesignsPublicationnumbersgrownsubstantiallyyearscomelow-middle-incomecountriesreduceemissionsexampleshiftingvirtualservicescanassistchangingpatternsdiseaseswelltimelydetectionreducingexposurefactorsfacilitatingdeliverycareunder-resourcedareasDISCUSSION:realhelpremainspreliminarylittlereal-worldevaluationCONCLUSION:Significantaccelerationqualityquantityurgentlyneededgivenenormitychallengeresponse:warminginformatics

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