Efficiency and equity in regional coal de-capacity allocation in China: A multiple objective programming model based on Gini coefficient and Data Envelopment Analysis
Both governments and enterprises are giving increasing attention to creating efficient policies for coal de-capacity allocation across Chinese regions. In contrast to existing studies, we consider both efficiency and equity in the allocation of coal capacity reduction for streamlining the implementa...
Uloženo v:
| Vydáno v: | Resources policy Ročník 66; s. 101621 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Kidlington
Elsevier Ltd
01.06.2020
Elsevier Science Ltd |
| Témata: | |
| ISSN: | 0301-4207, 1873-7641 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Both governments and enterprises are giving increasing attention to creating efficient policies for coal de-capacity allocation across Chinese regions. In contrast to existing studies, we consider both efficiency and equity in the allocation of coal capacity reduction for streamlining the implementation of coal de-capacity reform. First, the coal production capacity and overcapacity in the coal production regions was estimated using the boundary production function model. Then, we constructed a multiple objective programming model based on the Gini coefficient and Data Envelopment Analysis (Gi-DEA), and applied it to coal de-capacity allocation. The main results are as follows: (1) The coal production capacity in China exceeded 5.7 billion tons by the end of 2015, and coal overcapacity is prevalent across the country. (2) The optimal allocation plan based on the Gi-DEA model achieve efficiency across the regions, and the Gini coefficient is 0.231, indicating this allocation scheme is efficient and fair. Specifically, the large coal production regions should undertake the majority of coal de-capacity, such as Shanxi, Shandong, and Guizhou, while the small and old coal production regions might undertake a heavier capacity reduction burden, such as Fujian, Guangxi, and Jiangxi. (3) The multiple objective programming model, Gi-DEA, using common weights, achieved overall efficiency of the DMUs, and generated a unique allocation plan.
•We considered both efficiency and equity principles in coal de-capacity allocation.•An index system was used for evaluating the backward coal capacity and zombie enterprises in each region.•A multiple objective programming model based on Gini coefficient and DEA was proposed.•The large coal production regions should undertake the majority of coal de-capacity, while the small and old ones undertake a heavier reduction burden. |
|---|---|
| AbstractList | Both governments and enterprises are giving increasing attention to creating efficient policies for coal de-capacity allocation across Chinese regions. In contrast to existing studies, we consider both efficiency and equity in the allocation of coal capacity reduction for streamlining the implementation of coal de-capacity reform. First, the coal production capacity and overcapacity in the coal production regions was estimated using the boundary production function model. Then, we constructed a multiple objective programming model based on the Gini coefficient and Data Envelopment Analysis (Gi-DEA), and applied it to coal de-capacity allocation. The main results are as follows: (1) The coal production capacity in China exceeded 5.7 billion tons by the end of 2015, and coal overcapacity is prevalent across the country. (2) The optimal allocation plan based on the Gi-DEA model achieve efficiency across the regions, and the Gini coefficient is 0.231, indicating this allocation scheme is efficient and fair. Specifically, the large coal production regions should undertake the majority of coal de-capacity, such as Shanxi, Shandong, and Guizhou, while the small and old coal production regions might undertake a heavier capacity reduction burden, such as Fujian, Guangxi, and Jiangxi. (3) The multiple objective programming model, Gi-DEA, using common weights, achieved overall efficiency of the DMUs, and generated a unique allocation plan.
•We considered both efficiency and equity principles in coal de-capacity allocation.•An index system was used for evaluating the backward coal capacity and zombie enterprises in each region.•A multiple objective programming model based on Gini coefficient and DEA was proposed.•The large coal production regions should undertake the majority of coal de-capacity, while the small and old ones undertake a heavier reduction burden. Both governments and enterprises are giving increasing attention to creating efficient policies for coal de-capacity allocation across Chinese regions. In contrast to existing studies, we consider both efficiency and equity in the allocation of coal capacity reduction for streamlining the implementation of coal de-capacity reform. First, the coal production capacity and overcapacity in the coal production regions was estimated using the boundary production function model. Then, we constructed a multiple objective programming model based on the Gini coefficient and Data Envelopment Analysis (Gi-DEA), and applied it to coal de-capacity allocation. The main results are as follows: (1) The coal production capacity in China exceeded 5.7 billion tons by the end of 2015, and coal overcapacity is prevalent across the country. (2) The optimal allocation plan based on the Gi-DEA model achieve efficiency across the regions, and the Gini coefficient is 0.231, indicating this allocation scheme is efficient and fair. Specifically, the large coal production regions should undertake the majority of coal de-capacity, such as Shanxi, Shandong, and Guizhou, while the small and old coal production regions might undertake a heavier capacity reduction burden, such as Fujian, Guangxi, and Jiangxi. (3) The multiple objective programming model, Gi-DEA, using common weights, achieved overall efficiency of the DMUs, and generated a unique allocation plan. |
| ArticleNumber | 101621 |
| Author | Zheng, Jianping Li, Xu Ma, Gang |
| Author_xml | – sequence: 1 givenname: Gang surname: Ma fullname: Ma, Gang email: 17110690033@fudan.edu.cn – sequence: 2 givenname: Xu surname: Li fullname: Li, Xu – sequence: 3 givenname: Jianping surname: Zheng fullname: Zheng, Jianping |
| BookMark | eNqNUU1rGzEUFCGFOml_QwU9r6OP_fAWejCukwYCvbRnoZXeOlq00kaSDf5D_Z3VekMPvTQXCd6bmTfM3KBr5x0g9ImSNSW0vhvWAaI_hsnbNSNsmTJ6hVZ00_CiqUt6jVaEE1qUjDTv0U2MAyGkajb1Cv3e971RBpw6Y-k0hpejSWdsHA5wMN5Ji5XPj4ZCyUmqeSmt9UqmvJ1xu2fj5Be8xePRJjNZwL4bQCVzAjwFfwhyHI074NFrsLiTETTOzAfjTJaG1_Ppcv2bTBLv3Qmsn8Z5uM0GztHED-hdL22Ej6__Lfp1v_-5-148_Xh43G2fCsWbOhVV11WcsU3HQZdAm5ZRpii0mhHKJO05qahsATiljFZ1rVhDOgl1qzcVg5LwW_R50c3OX44QkxhytNlEFKwsSdkSzqqMahaUCj7GAL2YghllOAtKxBy_GMTfUsRcilhKycyv_zBzopcoU5DGvoG_XfiQQzgZCCJeygNtQs5caG_-q_EH3yOy1g |
| CitedBy_id | crossref_primary_10_1016_j_petsci_2021_08_014 crossref_primary_10_1016_j_resourpol_2022_102717 crossref_primary_10_1016_j_engappai_2023_106962 crossref_primary_10_1016_j_resourpol_2021_102437 crossref_primary_10_1016_j_resourpol_2022_102878 crossref_primary_10_1007_s11356_021_14841_2 crossref_primary_10_1016_j_eneco_2020_104931 crossref_primary_10_1016_j_renene_2021_07_101 crossref_primary_10_1007_s10668_023_03018_1 crossref_primary_10_1016_j_enpol_2022_113270 crossref_primary_10_1016_j_eap_2022_04_007 crossref_primary_10_1016_j_ecolind_2025_113124 crossref_primary_10_1016_j_jenvman_2024_122231 crossref_primary_10_1111_1477_8947_12278 crossref_primary_10_1016_j_jenvman_2020_110518 crossref_primary_10_1016_j_resourpol_2024_104894 crossref_primary_10_1016_j_energy_2022_124902 crossref_primary_10_3390_su151310476 crossref_primary_10_1007_s11356_021_14913_3 crossref_primary_10_1016_j_rser_2025_115900 crossref_primary_10_1016_j_jclepro_2022_132192 crossref_primary_10_1016_j_resourpol_2021_102504 crossref_primary_10_1016_j_tra_2025_104419 crossref_primary_10_1016_j_nexus_2025_100412 crossref_primary_10_1016_j_scitotenv_2020_142705 crossref_primary_10_1016_j_egyr_2024_10_003 crossref_primary_10_1016_j_eiar_2022_106984 crossref_primary_10_1016_j_sftr_2025_100678 crossref_primary_10_1016_j_renene_2024_120405 crossref_primary_10_1016_j_resconrec_2021_105904 crossref_primary_10_3389_fmars_2022_1049893 crossref_primary_10_1038_s41598_025_91134_5 crossref_primary_10_1007_s10668_025_06237_w crossref_primary_10_1007_s11356_021_16643_y crossref_primary_10_1051_e3sconf_202340903011 |
| Cites_doi | 10.1016/j.jhydrol.2018.04.012 10.1111/j.1467-9701.2011.01368.x 10.1016/j.resconrec.2016.07.013 10.1016/j.jclepro.2015.07.035 10.1016/j.chieco.2017.05.008 10.1016/0377-2217(78)90138-8 10.1016/S0304-4076(01)00098-7 10.1016/0301-4215(95)91420-H 10.1016/j.enpol.2015.07.023 10.1016/S0304-4076(03)00092-7 10.1016/j.enpol.2017.11.034 10.1016/j.enpol.2011.02.010 10.1016/S0377-2217(02)00244-8 10.1016/S0377-2217(02)00687-2 10.3390/en12122331 10.1016/j.enpol.2016.11.036 10.1016/j.resourpol.2017.07.012 10.1016/j.resconrec.2018.10.016 10.1016/j.enpol.2012.08.041 10.1016/j.resconrec.2009.10.017 10.1016/j.renene.2014.07.008 10.1016/j.omega.2011.02.008 10.1016/S0377-2217(00)00160-0 10.1080/07350015.1985.10509463 10.1016/j.eswa.2017.12.002 10.1016/j.seps.2018.07.009 10.1016/j.cie.2012.12.006 10.1016/j.enpol.2017.02.014 10.1016/j.scitotenv.2019.04.047 10.1016/j.apm.2011.02.048 10.1080/00207543.2017.1287450 10.1057/palgrave.jors.2602384 10.1016/j.enpol.2018.02.003 10.1016/j.jclepro.2015.11.025 10.1016/j.enpol.2009.06.051 |
| ContentType | Journal Article |
| Copyright | 2020 Copyright Elsevier Science Ltd. Jun 2020 |
| Copyright_xml | – notice: 2020 – notice: Copyright Elsevier Science Ltd. Jun 2020 |
| DBID | AAYXX CITATION 7TA 7TQ 8BJ 8FD DHY DON FQK JBE JG9 |
| DOI | 10.1016/j.resourpol.2020.101621 |
| DatabaseName | CrossRef Materials Business File PAIS Index International Bibliography of the Social Sciences (IBSS) Technology Research Database PAIS International PAIS International (Ovid) International Bibliography of the Social Sciences International Bibliography of the Social Sciences Materials Research Database |
| DatabaseTitle | CrossRef Materials Research Database International Bibliography of the Social Sciences (IBSS) Technology Research Database Materials Business File PAIS International |
| DatabaseTitleList | Materials Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Environmental Sciences |
| EISSN | 1873-7641 |
| ExternalDocumentID | 10_1016_j_resourpol_2020_101621 S0301420719307822 |
| GeographicLocations | China |
| GeographicLocations_xml | – name: China |
| GroupedDBID | --K --M -DZ -~X .~1 0R~ 123 1B1 1RT 1~. 1~5 29P 3R3 4.4 457 4G. 5VS 7-5 71M 8P~ 9JM 9JN 9JO AACTN AAEDT AAEDW AAFFL AAFJI AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAPFB AAQFI AAQXK AARJD AAXUO ABFRF ABFYP ABJNI ABLST ABMAC ABMMH ABQEM ABQYD ABXDB ABYKQ ACDAQ ACGFO ACGFS ACHQT ACIWK ACLVX ACRLP ACROA ACSBN ADBBV ADEZE ADFHU ADMUD AEBSH AEFWE AEKER AEYQN AFKWA AFODL AFTJW AFXIZ AGHFR AGTHC AGUBO AGYEJ AHEUO AHHHB AHIDL AIEXJ AIIAU AIKHN AITUG AJBFU AJOXV AJWLA AKIFW AKYCK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOMHK ASPBG ATOGT AVARZ AVWKF AXJTR AXLSJ AZFZN BEHZQ BELTK BEZPJ BGSCR BKOJK BLECG BLXMC BNTGB BPUDD BULVW CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HMB HMY HVGLF HZ~ IHE IMUCA IXIXF J1W JARJE KCYFY KOM LY5 LY6 M3Y M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PRBVW Q38 R2- RIG ROL RPZ SAC SDF SDG SEB SEE SES SEW SPC SPCBC SSB SSE SSF SSJ SSO SSR SSS SSZ T5K UHS UNMZH WH7 WUQ YK3 ~02 ~G- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO ADVLN AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD 7TA 7TQ 8BJ 8FD DHY DON FQK JBE JG9 |
| ID | FETCH-LOGICAL-c376t-5bb53228b3ed4e179212c1e9d2012a1f3051a9ee31121566c270bae69d852e403 |
| ISICitedReferencesCount | 35 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000535994500027&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0301-4207 |
| IngestDate | Sat Nov 08 21:14:25 EST 2025 Sat Nov 29 07:23:00 EST 2025 Tue Nov 18 20:44:25 EST 2025 Fri Feb 23 02:46:22 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Gini coefficient China Coal de-capacity allocation Data envelopment analysis |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c376t-5bb53228b3ed4e179212c1e9d2012a1f3051a9ee31121566c270bae69d852e403 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 2440490325 |
| PQPubID | 2037026 |
| ParticipantIDs | proquest_journals_2440490325 crossref_primary_10_1016_j_resourpol_2020_101621 crossref_citationtrail_10_1016_j_resourpol_2020_101621 elsevier_sciencedirect_doi_10_1016_j_resourpol_2020_101621 |
| PublicationCentury | 2000 |
| PublicationDate | June 2020 2020-06-00 20200601 |
| PublicationDateYYYYMMDD | 2020-06-01 |
| PublicationDate_xml | – month: 06 year: 2020 text: June 2020 |
| PublicationDecade | 2020 |
| PublicationPlace | Kidlington |
| PublicationPlace_xml | – name: Kidlington |
| PublicationTitle | Resources policy |
| PublicationYear | 2020 |
| Publisher | Elsevier Ltd Elsevier Science Ltd |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier Science Ltd |
| References | Gomes, Lins (bib10) 2008; 59 Wang, Nie, Long (bib41) 2018; 129 Levin, Lin, Chu (bib21) 2002; 108 Lins, Gomes, de Mello (bib27) 2003; 148 Charnes, Cooper, Rhodes (bib5) 1978; 2 Lin (bib26) 2011; 217 Johansen (bib19) 1968; 2 Miao, Liu, Cai (bib30) 2010; 3 Dai, Qin, Chen (bib7) 2018; 561 Fukuda, Nakamura (bib8) 2011; 34 Sun, Zhang, Wang (bib39) 2010; 54 Li, Song, Dolgui (bib24) 2017; 55 Wu, Tan, Guo (bib45) 2016; 113 Miao, Geng, Sheng (bib31) 2016; 112 Scheel (bib33) 2001; 132 Wang, Wan, Song (bib42) 2018; 116 Arango, Larsen (bib1) 2011; 39 Jiang, Geng, Lv (bib17) 2012; 6 Wu, Li (bib44) 2015; 23 State Council (bib38) 2016 Klein, Preston (bib20) 1967; 57 Yu, Lin, Zhang (bib50) 2019; 673 Liang, Zou, Guo (bib22) 2015; 471 Shi, Rioux, Galkin (bib36) 2018; 113 Ghazi, Lotfi (bib9) 2019; 66 Im, Pesaran, Shin (bib15) 2003; 115 An (bib2) 2012; 3 Li, Zhu, Liang (bib25) 2018; 96 Zhu (bib54) 2014 Han, Gao, Wang (bib11) 2011; 12 Shen, Chen (bib35) 2017; 44 Si, Liang, Jia (bib37) 2013; 219 Shealy, Dorian (bib34) 2010; 38 Hao, Zhang, Liao (bib13) 2015; 86 Jahanshahloo, Lotfi, Shoja (bib16) 2004; 153 Zang (bib51) 2017; 2 Huo, Lei, Zhang (bib14) 2012; 51 Li, Yang, Chen (bib28) 2013; 41 Zhang, Zhang, Liu (bib53) 2017; 101 Bi, Ding, Luo (bib4) 2011; 35 Yan, Zhao, Sun (bib49) 2006; 5 Lotfi, Hatami-Marbini, Agrell (bib29) 2013; 64 Yang, Hou, Han (bib46) 2019; 141 Wang, Ma, Song (bib40) 2017; 104 Beasley (bib3) 2003; 147 Morrison (bib32) 1985; 3 Hao, Song, Feng (bib12) 2019; 12 Yang, Wu (bib47) 2016; 11 Wang, Luo, Guo (bib43) 2014; 72 Li, Nie (bib23) 2017; 53 Levin (10.1016/j.resourpol.2020.101621_bib21) 2002; 108 State Council (10.1016/j.resourpol.2020.101621_bib38) 2016 Li (10.1016/j.resourpol.2020.101621_bib23) 2017; 53 Johansen (10.1016/j.resourpol.2020.101621_bib19) 1968; 2 Lin (10.1016/j.resourpol.2020.101621_bib26) 2011; 217 Fukuda (10.1016/j.resourpol.2020.101621_bib8) 2011; 34 Yang (10.1016/j.resourpol.2020.101621_bib46) 2019; 141 Miao (10.1016/j.resourpol.2020.101621_bib31) 2016; 112 Shi (10.1016/j.resourpol.2020.101621_bib36) 2018; 113 Wang (10.1016/j.resourpol.2020.101621_bib42) 2018; 116 Han (10.1016/j.resourpol.2020.101621_bib11) 2011; 12 Shealy (10.1016/j.resourpol.2020.101621_bib34) 2010; 38 Si (10.1016/j.resourpol.2020.101621_bib37) 2013; 219 Morrison (10.1016/j.resourpol.2020.101621_bib32) 1985; 3 Miao (10.1016/j.resourpol.2020.101621_bib30) 2010; 3 Jiang (10.1016/j.resourpol.2020.101621_bib17) 2012; 6 Lotfi (10.1016/j.resourpol.2020.101621_bib29) 2013; 64 Zhang (10.1016/j.resourpol.2020.101621_bib53) 2017; 101 Im (10.1016/j.resourpol.2020.101621_bib15) 2003; 115 Zang (10.1016/j.resourpol.2020.101621_bib51) 2017; 2 Yang (10.1016/j.resourpol.2020.101621_bib47) 2016; 11 Hao (10.1016/j.resourpol.2020.101621_bib12) 2019; 12 Wang (10.1016/j.resourpol.2020.101621_bib41) 2018; 129 Shen (10.1016/j.resourpol.2020.101621_bib35) 2017; 44 Wu (10.1016/j.resourpol.2020.101621_bib44) 2015; 23 Ghazi (10.1016/j.resourpol.2020.101621_bib9) 2019; 66 Arango (10.1016/j.resourpol.2020.101621_bib1) 2011; 39 Wang (10.1016/j.resourpol.2020.101621_bib43) 2014; 72 Liang (10.1016/j.resourpol.2020.101621_bib22) 2015; 471 Li (10.1016/j.resourpol.2020.101621_bib25) 2018; 96 Sun (10.1016/j.resourpol.2020.101621_bib39) 2010; 54 Charnes (10.1016/j.resourpol.2020.101621_bib5) 1978; 2 Yan (10.1016/j.resourpol.2020.101621_bib49) 2006; 5 Wu (10.1016/j.resourpol.2020.101621_bib45) 2016; 113 Bi (10.1016/j.resourpol.2020.101621_bib4) 2011; 35 Wang (10.1016/j.resourpol.2020.101621_bib40) 2017; 104 Beasley (10.1016/j.resourpol.2020.101621_bib3) 2003; 147 Dai (10.1016/j.resourpol.2020.101621_bib7) 2018; 561 Klein (10.1016/j.resourpol.2020.101621_bib20) 1967; 57 Li (10.1016/j.resourpol.2020.101621_bib24) 2017; 55 Huo (10.1016/j.resourpol.2020.101621_bib14) 2012; 51 Li (10.1016/j.resourpol.2020.101621_bib28) 2013; 41 Yu (10.1016/j.resourpol.2020.101621_bib50) 2019; 673 Jahanshahloo (10.1016/j.resourpol.2020.101621_bib16) 2004; 153 Gomes (10.1016/j.resourpol.2020.101621_bib10) 2008; 59 Scheel (10.1016/j.resourpol.2020.101621_bib33) 2001; 132 Lins (10.1016/j.resourpol.2020.101621_bib27) 2003; 148 Hao (10.1016/j.resourpol.2020.101621_bib13) 2015; 86 Zhu (10.1016/j.resourpol.2020.101621_bib54) 2014 An (10.1016/j.resourpol.2020.101621_bib2) 2012; 3 |
| References_xml | – volume: 104 start-page: 325 year: 2017 end-page: 339 ident: bib40 article-title: Energy price slump and policy response in the coal-chemical industry district: a case study of Ordos with a system dynamics model publication-title: Energy Pol. – volume: 148 start-page: 312 year: 2003 end-page: 322 ident: bib27 article-title: Olympic ranking based on a zero sum gains DEA model publication-title: Eur. J. Oper. Res. – volume: 113 start-page: 1024 year: 2016 end-page: 1031 ident: bib45 article-title: A study of allocative efficiency of PM2. 5 emission rights based on a zero sum gains data envelopment model publication-title: J. Clean. Prod. – volume: 108 start-page: 1 year: 2002 end-page: 24 ident: bib21 article-title: Unit root tests in panel data: asymptotic and finite-sample properties publication-title: J. Econom. – volume: 219 start-page: 6580 year: 2013 end-page: 6590 ident: bib37 article-title: Proportional sharing and DEA in allocating the fixed cost publication-title: Appl. Math. Comput. – volume: 471 start-page: 20150257 year: 2015 ident: bib22 article-title: Assessing Beijing's PM2. 5 pollution: severity, weather impact, APEC and winter heating publication-title: P. Roy. Soc. A Math. Phys. Eng. Sci. – volume: 101 start-page: 162 year: 2017 end-page: 169 ident: bib53 article-title: Enterprise investment, local government intervention and coal overcapacity: the case of China publication-title: Energy Pol. – volume: 153 start-page: 267 year: 2004 end-page: 274 ident: bib16 article-title: An alternative approach for equitable allocation of shared costs by using DEA publication-title: Appl. Math. Comput. – volume: 6 start-page: 44 year: 2012 end-page: 56 ident: bib17 article-title: Mechanism of excess capacity based on China's regional competition and market distortion publication-title: China Ind. Econ. – volume: 59 start-page: 616 year: 2008 end-page: 623 ident: bib10 article-title: Modelling undesirable outputs with zero sum gains data envelopment analysis models publication-title: J. Oper. Res. Soc. – volume: 3 start-page: 312 year: 1985 end-page: 324 ident: bib32 article-title: Primal and dual capacity utilization: an application to productivity measurement in the US automobile industry publication-title: J. Bus. Econ. Stat. – volume: 39 start-page: 2457 year: 2011 end-page: 2466 ident: bib1 article-title: Cycles in deregulated electricity markets: empirical evidence from two decades publication-title: Energy Pol. – volume: 41 start-page: 55 year: 2013 end-page: 60 ident: bib28 article-title: Allocating a fixed cost based on data envelopment analysis and satisfaction degree publication-title: Omega – volume: 147 start-page: 198 year: 2003 end-page: 216 ident: bib3 article-title: Allocating fixed costs and resources via data envelopment analysis publication-title: Eur. J. Oper. Res. – volume: 38 start-page: 2116 year: 2010 end-page: 2122 ident: bib34 article-title: Growing Chinese coal use: dramatic resource and environmental implications publication-title: Energy Pol. – volume: 55 start-page: 4982 year: 2017 end-page: 4997 ident: bib24 article-title: Using common weights and efficiency invariance principles for resource allocation and target setting publication-title: Int. J. Prod. Res. – volume: 132 start-page: 400 year: 2001 end-page: 410 ident: bib33 article-title: Undesirable outputs in efficiency valuations publication-title: Eur. J. Oper. Res. – volume: 115 start-page: 53 year: 2003 end-page: 74 ident: bib15 article-title: Testing for unit roots in heterogeneous panels publication-title: J. Econom. – volume: 116 start-page: 170 year: 2018 end-page: 181 ident: bib42 article-title: Quota allocation of coal overcapacity reduction among provinces in China publication-title: Energy Pol. – volume: 2 start-page: 10 year: 2017 ident: bib51 article-title: Can marketization help to improve the efficiency of eliminating backward production capacity? An analysis of entry, exit and relative productivity differences publication-title: J. Financ. Econ. – volume: 34 start-page: 1124 year: 2011 end-page: 1137 ident: bib8 article-title: Why did ‘zombie’firms recover in Japan? publication-title: World Econ. – volume: 51 start-page: 397 year: 2012 end-page: 404 ident: bib14 article-title: China's coke industry: recent policies, technology shift, and implication for energy and the environment publication-title: Energy Pol. – volume: 53 start-page: 317 year: 2017 end-page: 327 ident: bib23 article-title: An evaluating system for scientific mining of China's coal resources publication-title: Resour. Pol. – volume: 217 start-page: 6349 year: 2011 end-page: 6358 ident: bib26 article-title: Allocating fixed costs or resources and setting targets via data envelopment analysis publication-title: Appl. Math. Comput. – volume: 3 start-page: 7 year: 2012 ident: bib2 article-title: Suggestions on elimination of backward production capacity in the “12th five-year” period publication-title: Contemp. Econ. Manage. – volume: 64 start-page: 631 year: 2013 end-page: 640 ident: bib29 article-title: Allocating fixed resources and setting targets using a common-weights DEA approach publication-title: Comput. Ind. Eng. – volume: 86 start-page: 444 year: 2015 end-page: 455 ident: bib13 article-title: China's farewell to coal: a forecast of coal consumption through 2020 publication-title: Energy Pol. – volume: 44 start-page: 327 year: 2017 end-page: 342 ident: bib35 article-title: Zombie firms and over-capacity in Chinese manufacturing publication-title: China Econ. Rev. – year: 2016 ident: bib38 article-title: Opinions of the State Council on Reducing Overcapacity in the Coal Industry to Achieve Development by Solving the Difficulties – volume: 12 start-page: 2331 year: 2019 ident: bib12 article-title: De-Capacity policy effect on China's coal industry publication-title: Energies – volume: 11 start-page: 126 year: 2016 end-page: 146 ident: bib47 article-title: Overcapacity, central government regulation and local government's responses publication-title: Jpn. World Econ. – volume: 141 start-page: 123 year: 2019 end-page: 132 ident: bib46 article-title: The drivers of coal overcapacity in China: an empirical study based on the quantitative decomposition publication-title: Resour. Conserv. Recycl. – volume: 2 start-page: 429 year: 1978 end-page: 444 ident: bib5 article-title: Measuring the efficiency of decision making units publication-title: Eur. J. Oper. Res. – volume: 96 start-page: 196 year: 2018 end-page: 207 ident: bib25 article-title: Allocating a fixed cost based on a DEA-game cross efficiency approach publication-title: Expert Syst. Appl. – volume: 66 start-page: 112 year: 2019 end-page: 118 ident: bib9 article-title: Assessment and budget allocation of Iranian natural gas distribution company-A CSW DEA based model publication-title: Soc. Econ. Plann. Sci. – volume: 129 start-page: 432 year: 2018 end-page: 442 ident: bib41 article-title: Scenario prediction of China's coal production capacity based on system dynamics model publication-title: Resour. Conserv. Recycl. – volume: 113 start-page: 478 year: 2018 end-page: 486 ident: bib36 article-title: Unintended consequences of China's coal capacity cut policy publication-title: Energy Pol. – volume: 35 start-page: 4270 year: 2011 end-page: 4280 ident: bib4 article-title: Resource allocation and target setting for parallel production system based on DEA publication-title: Appl. Math. Model. – volume: 12 start-page: 18 year: 2011 end-page: 31 ident: bib11 article-title: Research on measurement, volatility and causes of excess production capacity of Chinese manufacturing industries publication-title: Econ. Res. J. – volume: 54 start-page: 601 year: 2010 end-page: 608 ident: bib39 article-title: The application of environmental Gini coefficient (EGC) in allocating wastewater discharge permit: the case study of watershed total mass control in Tianjin, China publication-title: Resour. Conserv. Recycl. – volume: 57 start-page: 34 year: 1967 end-page: 58 ident: bib20 article-title: Some new results in the measurement of capacity utilization publication-title: Am. Econ. Rev. – year: 2014 ident: bib54 article-title: Quantitative Models for Performance Evaluation and Benchmarking: Data Envelopment Analysis with Spreadsheets – volume: 561 start-page: 322 year: 2018 end-page: 334 ident: bib7 article-title: Dealing with equality and benefit for water allocation in a lake watershed: a Gini-coefficient based stochastic optimization approach publication-title: J. Hydrol. – volume: 2 start-page: 46 year: 1968 end-page: 72 ident: bib19 article-title: Production functions and the concept of capacity publication-title: Recherches récentes sur la fonction de production, Collection, Economie mathématique et économétrie – volume: 3 start-page: 21 year: 2010 ident: bib30 article-title: Study on evaluation index system of optimal allocation to coal resource publication-title: J. Shanxi Uni. Financ. Econ. – volume: 72 start-page: 188 year: 2014 end-page: 194 ident: bib43 article-title: Why is there overcapacity in China's PV industry in its early growth stage? publication-title: Renew. Energy – volume: 112 start-page: 4144 year: 2016 end-page: 4150 ident: bib31 article-title: Efficient allocation of CO2 emissions in China: a zero sum gains data envelopment model publication-title: J. Clean. Prod. – volume: 23 start-page: 167 year: 2015 end-page: 178 ident: bib44 article-title: Energy development in China national policies and regional strategies publication-title: Energy Pol. – volume: 5 year: 2006 ident: bib49 article-title: On the sustainable development of reqional allocation of mineral resources publication-title: Ecol. Econ. – volume: 673 start-page: 74 year: 2019 end-page: 82 ident: bib50 article-title: Analysis of driving factors and allocation of carbon emission allowance in China publication-title: Sci. Total Environ. – volume: 561 start-page: 322 year: 2018 ident: 10.1016/j.resourpol.2020.101621_bib7 article-title: Dealing with equality and benefit for water allocation in a lake watershed: a Gini-coefficient based stochastic optimization approach publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2018.04.012 – volume: 34 start-page: 1124 issue: 7 year: 2011 ident: 10.1016/j.resourpol.2020.101621_bib8 article-title: Why did ‘zombie’firms recover in Japan? publication-title: World Econ. doi: 10.1111/j.1467-9701.2011.01368.x – volume: 12 start-page: 18 year: 2011 ident: 10.1016/j.resourpol.2020.101621_bib11 article-title: Research on measurement, volatility and causes of excess production capacity of Chinese manufacturing industries publication-title: Econ. Res. J. – volume: 129 start-page: 432 year: 2018 ident: 10.1016/j.resourpol.2020.101621_bib41 article-title: Scenario prediction of China's coal production capacity based on system dynamics model publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2016.07.013 – volume: 112 start-page: 4144 year: 2016 ident: 10.1016/j.resourpol.2020.101621_bib31 article-title: Efficient allocation of CO2 emissions in China: a zero sum gains data envelopment model publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2015.07.035 – volume: 44 start-page: 327 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib35 article-title: Zombie firms and over-capacity in Chinese manufacturing publication-title: China Econ. Rev. doi: 10.1016/j.chieco.2017.05.008 – volume: 2 start-page: 429 issue: 6 year: 1978 ident: 10.1016/j.resourpol.2020.101621_bib5 article-title: Measuring the efficiency of decision making units publication-title: Eur. J. Oper. Res. doi: 10.1016/0377-2217(78)90138-8 – volume: 108 start-page: 1 issue: 1 year: 2002 ident: 10.1016/j.resourpol.2020.101621_bib21 article-title: Unit root tests in panel data: asymptotic and finite-sample properties publication-title: J. Econom. doi: 10.1016/S0304-4076(01)00098-7 – volume: 23 start-page: 167 issue: 2 year: 2015 ident: 10.1016/j.resourpol.2020.101621_bib44 article-title: Energy development in China national policies and regional strategies publication-title: Energy Pol. doi: 10.1016/0301-4215(95)91420-H – volume: 86 start-page: 444 year: 2015 ident: 10.1016/j.resourpol.2020.101621_bib13 article-title: China's farewell to coal: a forecast of coal consumption through 2020 publication-title: Energy Pol. doi: 10.1016/j.enpol.2015.07.023 – volume: 115 start-page: 53 issue: 1 year: 2003 ident: 10.1016/j.resourpol.2020.101621_bib15 article-title: Testing for unit roots in heterogeneous panels publication-title: J. Econom. doi: 10.1016/S0304-4076(03)00092-7 – volume: 113 start-page: 478 year: 2018 ident: 10.1016/j.resourpol.2020.101621_bib36 article-title: Unintended consequences of China's coal capacity cut policy publication-title: Energy Pol. doi: 10.1016/j.enpol.2017.11.034 – year: 2014 ident: 10.1016/j.resourpol.2020.101621_bib54 – volume: 39 start-page: 2457 issue: 5 year: 2011 ident: 10.1016/j.resourpol.2020.101621_bib1 article-title: Cycles in deregulated electricity markets: empirical evidence from two decades publication-title: Energy Pol. doi: 10.1016/j.enpol.2011.02.010 – volume: 147 start-page: 198 issue: 1 year: 2003 ident: 10.1016/j.resourpol.2020.101621_bib3 article-title: Allocating fixed costs and resources via data envelopment analysis publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(02)00244-8 – volume: 11 start-page: 126 year: 2016 ident: 10.1016/j.resourpol.2020.101621_bib47 article-title: Overcapacity, central government regulation and local government's responses publication-title: Jpn. World Econ. – volume: 5 year: 2006 ident: 10.1016/j.resourpol.2020.101621_bib49 article-title: On the sustainable development of reqional allocation of mineral resources publication-title: Ecol. Econ. – volume: 148 start-page: 312 issue: 2 year: 2003 ident: 10.1016/j.resourpol.2020.101621_bib27 article-title: Olympic ranking based on a zero sum gains DEA model publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(02)00687-2 – volume: 57 start-page: 34 issue: 1 year: 1967 ident: 10.1016/j.resourpol.2020.101621_bib20 article-title: Some new results in the measurement of capacity utilization publication-title: Am. Econ. Rev. – volume: 12 start-page: 2331 issue: 12 year: 2019 ident: 10.1016/j.resourpol.2020.101621_bib12 article-title: De-Capacity policy effect on China's coal industry publication-title: Energies doi: 10.3390/en12122331 – volume: 3 start-page: 7 year: 2012 ident: 10.1016/j.resourpol.2020.101621_bib2 article-title: Suggestions on elimination of backward production capacity in the “12th five-year” period publication-title: Contemp. Econ. Manage. – volume: 101 start-page: 162 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib53 article-title: Enterprise investment, local government intervention and coal overcapacity: the case of China publication-title: Energy Pol. doi: 10.1016/j.enpol.2016.11.036 – volume: 3 start-page: 21 year: 2010 ident: 10.1016/j.resourpol.2020.101621_bib30 article-title: Study on evaluation index system of optimal allocation to coal resource publication-title: J. Shanxi Uni. Financ. Econ. – volume: 2 start-page: 46 year: 1968 ident: 10.1016/j.resourpol.2020.101621_bib19 article-title: Production functions and the concept of capacity publication-title: Recherches récentes sur la fonction de production, Collection, Economie mathématique et économétrie – volume: 53 start-page: 317 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib23 article-title: An evaluating system for scientific mining of China's coal resources publication-title: Resour. Pol. doi: 10.1016/j.resourpol.2017.07.012 – volume: 141 start-page: 123 year: 2019 ident: 10.1016/j.resourpol.2020.101621_bib46 article-title: The drivers of coal overcapacity in China: an empirical study based on the quantitative decomposition publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2018.10.016 – volume: 51 start-page: 397 year: 2012 ident: 10.1016/j.resourpol.2020.101621_bib14 article-title: China's coke industry: recent policies, technology shift, and implication for energy and the environment publication-title: Energy Pol. doi: 10.1016/j.enpol.2012.08.041 – volume: 54 start-page: 601 issue: 9 year: 2010 ident: 10.1016/j.resourpol.2020.101621_bib39 article-title: The application of environmental Gini coefficient (EGC) in allocating wastewater discharge permit: the case study of watershed total mass control in Tianjin, China publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2009.10.017 – volume: 72 start-page: 188 year: 2014 ident: 10.1016/j.resourpol.2020.101621_bib43 article-title: Why is there overcapacity in China's PV industry in its early growth stage? publication-title: Renew. Energy doi: 10.1016/j.renene.2014.07.008 – volume: 41 start-page: 55 issue: 1 year: 2013 ident: 10.1016/j.resourpol.2020.101621_bib28 article-title: Allocating a fixed cost based on data envelopment analysis and satisfaction degree publication-title: Omega doi: 10.1016/j.omega.2011.02.008 – volume: 132 start-page: 400 issue: 2 year: 2001 ident: 10.1016/j.resourpol.2020.101621_bib33 article-title: Undesirable outputs in efficiency valuations publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(00)00160-0 – volume: 219 start-page: 6580 issue: 12 year: 2013 ident: 10.1016/j.resourpol.2020.101621_bib37 article-title: Proportional sharing and DEA in allocating the fixed cost publication-title: Appl. Math. Comput. – volume: 6 start-page: 44 year: 2012 ident: 10.1016/j.resourpol.2020.101621_bib17 article-title: Mechanism of excess capacity based on China's regional competition and market distortion publication-title: China Ind. Econ. – volume: 3 start-page: 312 issue: 4 year: 1985 ident: 10.1016/j.resourpol.2020.101621_bib32 article-title: Primal and dual capacity utilization: an application to productivity measurement in the US automobile industry publication-title: J. Bus. Econ. Stat. doi: 10.1080/07350015.1985.10509463 – volume: 2 start-page: 10 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib51 article-title: Can marketization help to improve the efficiency of eliminating backward production capacity? An analysis of entry, exit and relative productivity differences publication-title: J. Financ. Econ. – volume: 96 start-page: 196 year: 2018 ident: 10.1016/j.resourpol.2020.101621_bib25 article-title: Allocating a fixed cost based on a DEA-game cross efficiency approach publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2017.12.002 – volume: 217 start-page: 6349 issue: 13 year: 2011 ident: 10.1016/j.resourpol.2020.101621_bib26 article-title: Allocating fixed costs or resources and setting targets via data envelopment analysis publication-title: Appl. Math. Comput. – volume: 66 start-page: 112 year: 2019 ident: 10.1016/j.resourpol.2020.101621_bib9 article-title: Assessment and budget allocation of Iranian natural gas distribution company-A CSW DEA based model publication-title: Soc. Econ. Plann. Sci. doi: 10.1016/j.seps.2018.07.009 – volume: 471 start-page: 20150257 issue: 2182 year: 2015 ident: 10.1016/j.resourpol.2020.101621_bib22 article-title: Assessing Beijing's PM2. 5 pollution: severity, weather impact, APEC and winter heating publication-title: P. Roy. Soc. A Math. Phys. Eng. Sci. – volume: 153 start-page: 267 issue: 1 year: 2004 ident: 10.1016/j.resourpol.2020.101621_bib16 article-title: An alternative approach for equitable allocation of shared costs by using DEA publication-title: Appl. Math. Comput. – volume: 64 start-page: 631 issue: 2 year: 2013 ident: 10.1016/j.resourpol.2020.101621_bib29 article-title: Allocating fixed resources and setting targets using a common-weights DEA approach publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2012.12.006 – volume: 104 start-page: 325 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib40 article-title: Energy price slump and policy response in the coal-chemical industry district: a case study of Ordos with a system dynamics model publication-title: Energy Pol. doi: 10.1016/j.enpol.2017.02.014 – volume: 673 start-page: 74 year: 2019 ident: 10.1016/j.resourpol.2020.101621_bib50 article-title: Analysis of driving factors and allocation of carbon emission allowance in China publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2019.04.047 – volume: 35 start-page: 4270 issue: 9 year: 2011 ident: 10.1016/j.resourpol.2020.101621_bib4 article-title: Resource allocation and target setting for parallel production system based on DEA publication-title: Appl. Math. Model. doi: 10.1016/j.apm.2011.02.048 – volume: 55 start-page: 4982 issue: 17 year: 2017 ident: 10.1016/j.resourpol.2020.101621_bib24 article-title: Using common weights and efficiency invariance principles for resource allocation and target setting publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2017.1287450 – volume: 59 start-page: 616 issue: 5 year: 2008 ident: 10.1016/j.resourpol.2020.101621_bib10 article-title: Modelling undesirable outputs with zero sum gains data envelopment analysis models publication-title: J. Oper. Res. Soc. doi: 10.1057/palgrave.jors.2602384 – volume: 116 start-page: 170 year: 2018 ident: 10.1016/j.resourpol.2020.101621_bib42 article-title: Quota allocation of coal overcapacity reduction among provinces in China publication-title: Energy Pol. doi: 10.1016/j.enpol.2018.02.003 – year: 2016 ident: 10.1016/j.resourpol.2020.101621_bib38 – volume: 113 start-page: 1024 year: 2016 ident: 10.1016/j.resourpol.2020.101621_bib45 article-title: A study of allocative efficiency of PM2. 5 emission rights based on a zero sum gains data envelopment model publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2015.11.025 – volume: 38 start-page: 2116 issue: 5 year: 2010 ident: 10.1016/j.resourpol.2020.101621_bib34 article-title: Growing Chinese coal use: dramatic resource and environmental implications publication-title: Energy Pol. doi: 10.1016/j.enpol.2009.06.051 |
| SSID | ssj0005786 |
| Score | 2.4096234 |
| Snippet | Both governments and enterprises are giving increasing attention to creating efficient policies for coal de-capacity allocation across Chinese regions. In... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 101621 |
| SubjectTerms | Allocation China Coal Coal de-capacity allocation Coefficients Data analysis Data envelopment analysis Economic conditions Efficiency Gini coefficient Objectives Operations research Production Production capacity Programming Reduction Regions Streamlining |
| Title | Efficiency and equity in regional coal de-capacity allocation in China: A multiple objective programming model based on Gini coefficient and Data Envelopment Analysis |
| URI | https://dx.doi.org/10.1016/j.resourpol.2020.101621 https://www.proquest.com/docview/2440490325 |
| Volume | 66 |
| WOSCitedRecordID | wos000535994500027&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-7641 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0005786 issn: 0301-4207 databaseCode: AIEXJ dateStart: 19950301 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELaWLQd6QKVQUSjIB25VVonz7m0FoYBQhUSR9hY5jhftqmS3-6j6T_gH_E5mxnYSCqggxCVaJXGcaL71PPzNDGMvIhmjVky9KNS1F8VT6UlfaU_qHNyNOKn1lIq4vk_PzrLJJP8wGHx1uTBXF2nTZNfX-fK_ihrOgbAxdfYvxN0-FE7AbxA6HEHscPwjwRdUFIIyKjEori-3aGhT2spnE_dTC9yZ0Z4CRanwIm6-m9AdJQFiS22Tsd7SDRfV3KyMjtD1BUMM1EbnGBVhjZsOp7NmhsVG7AsY7voruZHHRdNSk9oyKH2z2G0irKlphOoxkyluL616ReIQsQ8m2y7grS2nGHC-dHrYhjGE39GtTGzN5dd0ZCbK6fLBwxWmL-5ImyU6S0MvTUy5LLeGm84tP6kDE5mYj1b0FfAFI5yazpu87Bu1tj-ShwnzgVlLttMdtiPSOM-GbGf8tpi869hDaWa2we0L_kAd_OV0vzN8bpgAZNec77H71iHhYwOkB2ygm3222ytTuc8Oii4bEm616mD9kH3rsMZB1txgjc8a7rDGEWu8hzXeYQ3vI6yd8DF3SOMt0ngPaZyQxglpHEYi0ngPaTQ7Io33kMYd0h6xT6-L85dvPNv4w1Og7zZeXFUxKJqsgvUj0qAywL5Sgc5rsFaFDKagowKZax0GWBslSZRI_UrqJK-zWOjIDw_YsFk0-jHjidCZRHKBqMFWVuAOgYrOBPgVQVQLMT1kiZNKqWxVfGzOclE6-uO8bMVZojhLI85D5rcDl6YwzO1DTpzYS2vfGru1BLzePvjIAaW0q826FFjdM_dDET_5l2c_Zfe6v-QRG25WW_2M3VVXm9l69dxC_zu3QN5L |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Efficiency+and+equity+in+regional+coal+de-capacity+allocation+in+China%3A+A+multiple+objective+programming+model+based+on+Gini+coefficient+and+Data+Envelopment+Analysis&rft.jtitle=Resources+policy&rft.au=Ma%2C+Gang&rft.au=Li%2C+Xu&rft.au=Zheng%2C+Jianping&rft.date=2020-06-01&rft.pub=Elsevier+Ltd&rft.issn=0301-4207&rft.eissn=1873-7641&rft.volume=66&rft_id=info:doi/10.1016%2Fj.resourpol.2020.101621&rft.externalDocID=S0301420719307822 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0301-4207&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0301-4207&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0301-4207&client=summon |