{"id":"https://openalex.org/W4403448396","doi":"https://doi.org/10.1371/journal.pone.0288429","title":"Can big data reduce urban environmental pollution? Evidence from China\u2019s digital technology experimental zone","display_name":"Can big data reduce urban environmental pollution? Evidence from China\u2019s digital technology experimental zone","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403448396","doi":"https://doi.org/10.1371/journal.pone.0288429","pmid":"https://pubmed.ncbi.nlm.nih.gov/39413142","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11482696"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0288429","doi":"https://doi.org/10.1371/journal.pone.0288429","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0288429","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pone.0288429","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027981562","display_name":"Jiahao Zhang","orcid":"https://orcid.org/0000-0002-2937-4212","observed_orcids":["https://orcid.org/0000-0002-2937-4212"]},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahao Zhang","raw_affiliation_strings":["College of Economics and Management, Shanghai Ocean University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2937-4212","affiliations":[{"raw_affiliation_string":"College of Economics and Management, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fusheng Liang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fusheng Liang","raw_affiliation_strings":["College of Economics and Management, Shanghai Ocean University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004955614","display_name":"Peng Zhao Gao","orcid":"https://orcid.org/0000-0003-2341-1091","observed_orcids":["https://orcid.org/0000-0003-2341-1091"]},"institutions":[{"id":"https://openalex.org/I137056471","display_name":"Nanjing University of Finance and Economics","ror":"https://ror.org/031y8am81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137056471"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Gao","raw_affiliation_strings":["Institute of Food and Strategic Reserves, Nanjing University of Finance and Economics, Nanjing, China","School of Management, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Food and Strategic Reserves, Nanjing University of Finance and Economics, Nanjing, China","institution_ids":["https://openalex.org/I137056471"]},{"raw_affiliation_string":"School of Management, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027981562"],"corresponding_institution_ids":["https://openalex.org/I44675526"],"apc_list":{"value":2290,"currency":"USD","value_usd":2290},"apc_paid":{"value":2290,"currency":"USD","value_usd":2290},"fwci":3.6083,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92628452,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"19","issue":"10","first_page":"e0288429","last_page":"e0288429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9179999828338623,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9179999828338623,"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/T12958","display_name":"Digital Economy and Transformation","score":0.07440000027418137,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-economy","display_name":"digital economy","score":0.7549999952316284},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.8289999961853027},{"id":"https://openalex.org/keywords/urban-pollution","display_name":"urban pollution","score":0.9750000238418579},{"id":"https://openalex.org/keywords/pollutant-emissions","display_name":"pollutant emissions","score":0.8519999980926514},{"id":"https://openalex.org/keywords/urban-environmental-governance","display_name":"urban environmental governance","score":0.8529999852180481},{"id":"https://openalex.org/keywords/public-environmental-awareness","display_name":"public environmental awareness","score":0.718999981880188},{"id":"https://openalex.org/keywords/green-technology-innovation","display_name":"green technology innovation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/industrial-areas","display_name":"industrial areas","score":0.621999979019165},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.9800000190734863},{"id":"https://openalex.org/keywords/carbon-emission-reduction","display_name":"carbon emission reduction","score":0.703000009059906},{"id":"https://openalex.org/keywords/prefecture-level-cities","display_name":"prefecture-level cities","score":0.8550000190734863}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6692451238632202},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.6393867135047913},{"id":"https://openalex.org/C2909468537","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Environmental pollution","level":2,"score":0.6183233857154846},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.5643812417984009},{"id":"https://openalex.org/C2777682447","wikidata":"https://www.wikidata.org/wiki/Q3039637","display_name":"Environmental governance","level":3,"score":0.48782113194465637},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.4281568229198456},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40781790018081665},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4004679322242737},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3980894684791565},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.38032597303390503},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3577774167060852},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.3336825966835022},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.25500327348709106},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.21522846817970276},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20535486936569214},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10253185033798218},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08745980262756348},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000082222","descriptor_name":"Digital Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004787","descriptor_name":"Environmental Pollution","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014507","descriptor_name":"Urbanization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pone.0288429","doi":"https://doi.org/10.1371/journal.pone.0288429","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0288429","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11482696","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11482696","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11482696/pdf/pone.0288429.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS One","raw_type":"Text"},{"id":"pmid:39413142","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39413142","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PloS one","raw_type":"Journal Article"},{"id":"pmh:oai:RePEc:plo:pone00:0288429","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0288429","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:1f87b7121da043888529278ea1f131ff","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/1f87b7121da043888529278ea1f131ff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS ONE, Vol 19, Iss 10, p e0288429 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0288429","doi":"https://doi.org/10.1371/journal.pone.0288429","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0288429","pdf_url":null,"source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.9333000183105469,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Climate action","score":0.821399986743927,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403448396.pdf","grobid_xml":"https://content.openalex.org/works/W4403448396.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1998800754","https://openalex.org/W2059231659","https://openalex.org/W2060032353","https://openalex.org/W2103846075","https://openalex.org/W2164172293","https://openalex.org/W2530432988","https://openalex.org/W2735695324","https://openalex.org/W2800663167","https://openalex.org/W2969482195","https://openalex.org/W2971691957","https://openalex.org/W2994653535","https://openalex.org/W3009904776","https://openalex.org/W3080686145","https://openalex.org/W3083536041","https://openalex.org/W3125698066","https://openalex.org/W3173943661","https://openalex.org/W3176595443","https://openalex.org/W3194576429","https://openalex.org/W3194691748","https://openalex.org/W3206192788","https://openalex.org/W4221039910","https://openalex.org/W4225428339","https://openalex.org/W4286433566","https://openalex.org/W4286651490","https://openalex.org/W4309951988","https://openalex.org/W4321479840","https://openalex.org/W4323655162","https://openalex.org/W4375854871"],"related_works":["https://openalex.org/W4395001539","https://openalex.org/W7127630030","https://openalex.org/W7123747365","https://openalex.org/W4410040523","https://openalex.org/W4405015550","https://openalex.org/W4391250776","https://openalex.org/W4386444467","https://openalex.org/W4388021063","https://openalex.org/W4384157107","https://openalex.org/W7129024064"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,6,29,107,144,160,165],"impact":[4],"of":[5,35,146,167],"digital":[7,30,45,83,96,109,136,161],"economy":[8,162],"on":[9,68],"urban":[10,57,138],"environmental":[11,58,116,124],"pollution":[12,90,117,139],"by":[13,121],"analyzing":[14],"panel":[15],"data":[16],"from":[17,23],"283":[18],"prefecture-level":[19,119],"cities":[20,120],"in":[21,51,88,91,118,151,170],"China":[22,36],"2011":[24],"to":[25,64,143],"2019":[26],"and":[27,55,75,98,126,163],"using":[28],"technology":[31,46,84,110,129],"comprehensive":[32],"pilot":[33,112],"zone":[34,113],"as":[37],"a":[38,48,147],"natural":[39],"experiment.":[40],"The":[41,60],"results":[42],"demonstrate":[43],"that":[44,82,106,135],"has":[47],"significant":[49],"effect":[50],"reducing":[52],"pollutant":[53],"emissions":[54],"empowering":[56],"governance.":[59],"findings":[61,154],"are":[62],"proven":[63],"be":[65],"robust":[66],"based":[67],"various":[69],"tests,":[70],"including":[71],"parallel":[72],"trend,":[73],"PSM-DID,":[74],"placebo":[76],"tests.":[77],"Our":[78],"analysis":[79],"further":[80],"shows":[81],"is":[85],"particularly":[86],"effective":[87],"controlling":[89],"old":[92],"industrial":[93],"areas,":[94,97],"high":[95],"low":[99],"energy":[100],"efficiency":[101],"areas.":[102],"We":[103],"also":[104],"find":[105],"national":[108],"integrated":[111],"can":[114,141],"mitigate":[115],"increasing":[122],"public":[123],"awareness":[125],"encouraging":[127],"green":[128],"innovation.":[130],"Moreover,":[131],"our":[132],"research":[133],"indicates":[134],"technology-enabled":[137],"control":[140],"contribute":[142],"formation":[145],"new":[148],"urbanization":[149],"pattern":[150],"China.":[152,171],"These":[153],"provide":[155],"valuable":[156],"insights":[157],"for":[158],"promoting":[159],"achieving":[164],"goal":[166],"carbon":[168],"reduction":[169]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-10-17T00:00:00"}
