{"id":"https://openalex.org/W7225319819","doi":"https://doi.org/10.1007/s43621-026-03616-9","title":"A systematic review of the integration of climate information services and crop insurance for climate risk management in South Asia","display_name":"A systematic review of the integration of climate information services and crop insurance for climate risk management in South Asia","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225319819","doi":"https://doi.org/10.1007/s43621-026-03616-9"},"language":"en","primary_location":{"id":"doi:10.1007/s43621-026-03616-9","doi":"https://doi.org/10.1007/s43621-026-03616-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43621-026-03616-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210179043","display_name":"Discover Sustainability","issn_l":"2662-9984","issn":["2662-9984"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1007/s43621-026-03616-9","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029391757","display_name":"Neelam Singh","orcid":"https://orcid.org/0000-0002-9377-4915","observed_orcids":["https://orcid.org/0000-0002-9377-4915","https://orcid.org/0009-0007-6680-5978"]},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelam Singh","raw_affiliation_strings":["Department of Economics, Faculty of Social Sciences, Banaras Hindu University, Varanasi, India"],"raw_orcid":"https://orcid.org/0009-0007-6680-5978","affiliations":[{"raw_affiliation_string":"Department of Economics, Faculty of Social Sciences, Banaras Hindu University, Varanasi, India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059734618","display_name":"Dibakar Sahoo","orcid":"https://orcid.org/0000-0003-3035-112X","observed_orcids":["https://orcid.org/0000-0003-3035-112X"]},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dibakar Sahoo","raw_affiliation_strings":["Department of Economics, Faculty of Social Sciences, Banaras Hindu University, Varanasi, India"],"raw_orcid":"https://orcid.org/0000-0003-3035-112X","affiliations":[{"raw_affiliation_string":"Department of Economics, Faculty of Social Sciences, Banaras Hindu University, Varanasi, India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051589915","display_name":"Prasanta Moharaj","orcid":"https://orcid.org/0000-0002-9135-4140","observed_orcids":["https://orcid.org/0000-0002-9135-4140"]},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prasanta Moharaj","raw_affiliation_strings":["School of Law (SoL), Bennett University, Greater Noida, Uttar Pradesh, 201310, India"],"raw_orcid":"https://orcid.org/0000-0002-9135-4140","affiliations":[{"raw_affiliation_string":"School of Law (SoL), Bennett University, Greater Noida, Uttar Pradesh, 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059734618"],"corresponding_institution_ids":["https://openalex.org/I91357014"],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11886","display_name":"Agricultural risk and resilience","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11886","display_name":"Agricultural risk and resilience","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-services","display_name":"climate services","score":0.9990000128746033},{"id":"https://openalex.org/keywords/crop-insurance","display_name":"crop insurance","score":0.9990000128746033},{"id":"https://openalex.org/keywords/climate-risk-management","display_name":"climate risk management","score":0.996999979019165},{"id":"https://openalex.org/keywords/south-asia","display_name":"South Asia","score":0.8240000009536743},{"id":"https://openalex.org/keywords/risk-awareness","display_name":"risk awareness","score":0.5820000171661377},{"id":"https://openalex.org/keywords/income-stability","display_name":"income stability","score":0.8289999961853027},{"id":"https://openalex.org/keywords/adaptive-capacity","display_name":"adaptive capacity","score":0.9750000238418579},{"id":"https://openalex.org/keywords/institutional-trust","display_name":"institutional trust","score":0.8679999709129333},{"id":"https://openalex.org/keywords/agricultural-resilience","display_name":"agricultural resilience","score":0.531000018119812},{"id":"https://openalex.org/keywords/sustainable-development-goals","display_name":"Sustainable Development Goals","score":0.781000018119812}],"concepts":[{"id":"https://openalex.org/C2777802595","wikidata":"https://www.wikidata.org/wiki/Q863133","display_name":"Crop insurance","level":3,"score":0.6669999957084656},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6269999742507935},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.6037999987602234},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.5748000144958496},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5558000206947327},{"id":"https://openalex.org/C2780210451","wikidata":"https://www.wikidata.org/wiki/Q3433166","display_name":"Climate risk","level":3,"score":0.5508000254631042},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4569000005722046},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.43700000643730164},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.41179999709129333},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.38760000467300415},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3822999894618988},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C2777262119","wikidata":"https://www.wikidata.org/wiki/Q932143","display_name":"Microinsurance","level":3,"score":0.35109999775886536},{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.3301999866962433},{"id":"https://openalex.org/C68799949","wikidata":"https://www.wikidata.org/wiki/Q977871","display_name":"Insurance policy","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C96535974","wikidata":"https://www.wikidata.org/wiki/Q1351914","display_name":"Risk pool","level":4,"score":0.3197999894618988},{"id":"https://openalex.org/C3019281177","wikidata":"https://www.wikidata.org/wiki/Q771405","display_name":"South asia","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.2976999878883362},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26759999990463257},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.2583000063896179},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s43621-026-03616-9","doi":"https://doi.org/10.1007/s43621-026-03616-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43621-026-03616-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210179043","display_name":"Discover Sustainability","issn_l":"2662-9984","issn":["2662-9984"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Sustainability","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s43621-026-03616-9","doi":"https://doi.org/10.1007/s43621-026-03616-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43621-026-03616-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210179043","display_name":"Discover Sustainability","issn_l":"2662-9984","issn":["2662-9984"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9786999821662903,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.958299994468689,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7027233248","https://openalex.org/W4411918596","https://openalex.org/W2227164454","https://openalex.org/W7223913123","https://openalex.org/W7223050504","https://openalex.org/W7168285175","https://openalex.org/W7202367177","https://openalex.org/W1519848238","https://openalex.org/W7200096262","https://openalex.org/W1519119435"],"abstract_inverted_index":{"Abstract":[0],"Climate":[1,18],"change":[2],"and":[3,22,45,54,71,80,92,106,116,121,126,129,150,168,179,190,202,223,237],"weather":[4],"variability":[5],"are":[6,30,169],"major":[7],"risks":[8],"to":[9,25,43,142,171,186],"farmers":[10],"in":[11,174,200],"South":[12],"Asia.":[13],"Despite":[14],"the":[15,34,37,50,58,64,154,214,225,228],"potential":[16,215],"of":[17,69,156,166,176,216,227],"Information":[19,89],"Services":[20,90],"(CIS)":[21],"crop":[23,55,103],"insurance":[24,104,138,192],"address":[26],"these":[27],"risks,":[28],"there":[29],"few":[31],"studies":[32],"on":[33,49,83],"nexus":[35],"between":[36,52,78],"two.":[38],"This":[39],"systematic":[40],"review":[41],"aims":[42],"collate":[44],"synthesize":[46],"existing":[47],"evidence":[48],"inter-linkages":[51],"CIS":[53,101],"insurance.":[56],"Using":[57],"PRISMA":[59],"2020":[60],"framework,":[61],"we":[62],"searched":[63],"three":[65],"databases":[66],"(Scopus,":[67],"Web":[68],"Science,":[70],"Google":[72],"Scholar)":[73],"for":[74,220],"relevant":[75],"articles":[76],"published":[77],"2009":[79],"2025,":[81],"focusing":[82],"keywords":[84],"including":[85],"\u201ccrop":[86],"insurance\u201d,":[87],"\u201cClimate":[88],"(CIS)\u201d,":[91],"\u201cSouth":[93],"Asia\u201d.":[94],"We":[95,133],"identify":[96],"six":[97],"broad":[98],"themes":[99],"connecting":[100],"with":[102],"adoption":[105],"outcomes:":[107],"(i)":[108],"risk":[109,144,218],"awareness,":[110,145],"(ii)":[111],"socioeconomic":[112],"factors,":[113,118,123],"(iii)":[114],"policy":[115],"institutional":[117],"(iv)":[119],"trust":[120,199],"behavioral":[122],"(v)":[124],"information":[125,197],"technology":[127],"quality,":[128],"(vi)":[130],"outcome":[131],"impacts.":[132],"argue":[134],"that":[135,194],"a":[136,184,209],"CIS-integrated":[137],"scheme":[139],"is":[140,183],"likely":[141,170],"improve":[143,195],"actuarial":[146],"rating,":[147],"income":[148],"stability,":[149],"adaptive":[151],"capacity.":[152],"However,":[153],"benefits":[155],"such":[157],"schemes":[158],"may":[159],"not":[160],"be":[161,172],"uniform":[162],"across":[163],"all":[164],"sections":[165],"society,":[167],"skewed":[173],"favour":[175],"large,":[177],"male,":[178],"higher-caste":[180],"farmers.":[181],"There":[182],"need":[185],"develop":[187],"gender-sensitive,":[188],"participatory,":[189],"location-specific":[191],"products":[193],"local":[196],"networks,":[198],"institutions,":[201],"delivery":[203],"mechanisms.":[204],"These":[205],"efforts":[206],"will":[207],"go":[208],"long":[210],"way":[211],"toward":[212],"realizing":[213],"climate":[217],"management":[219],"resilient":[221],"agriculture":[222],"supporting":[224],"fulfilment":[226],"United":[229],"Nations\u2019":[230],"Sustainable":[231],"Development":[232],"Goals":[233],"1,":[234],"2,":[235],"5,":[236],"13.":[238]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}
