The role of natural resource endowments in socio-economic development has sparked an enormous interest. One research area that could be pursued is the impact of natural resources on income inequality. Based on a meta-analytic review, this study examines 688 estimates reported by 40 primary studies to quantitatively synthesize the natural resources-income inequality literature. We find that there is no evidence of publication bias or a significant genuine average effect, but the estimates range substantially across studies. We employ the multilevel mixed-effects model and shrinkage approaches, particularly the LASSO and Elastic Net to find the driving forces of heterogeneity in the reported estimates. The meta-regression results link this heterogeneity mainly to the measurement of natural resources and income inequality, the specified regression model, the data structure, and the development level of the country (or group of countries) on which the study was conducted. Such study conclusions would serve as a good starting point for researchers and decision-makers alike before embarking upon carrying out future researches and policies, respectively.
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Univ Malaysia Sarawak, Fac Econ & Business, Kota Samarahan, MalaysiaUniv Malaysia Sarawak, Fac Econ & Business, Kota Samarahan, Malaysia
Husaini, Dzul Hadzwan
Abu Mansor, Shazali
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I CATS Univ Coll, Kuching, MalaysiaUniv Malaysia Sarawak, Fac Econ & Business, Kota Samarahan, Malaysia
Abu Mansor, Shazali
Lean, Hooi Hooi
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Univ Sains Malaysia, Sch Social Sci, Econ Program, Gelugor, Penang, Malaysia
Univ Sains Malaysia, Sch Social Sci, Econ Program, Gelugor 11800, Penang, MalaysiaUniv Malaysia Sarawak, Fac Econ & Business, Kota Samarahan, Malaysia
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Univ Macau, Fac Business Adm, Taipa, Peoples R China
Univ Macau, Fac Business Adm, BuildingE22 Room 2059,Univ, Taipa 999078, Macau, Peoples R ChinaUniv Macau, Fac Business Adm, Taipa, Peoples R China
Zhang, Liwen
Van Iddekinge, Chad H.
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Univ Iowa, Tippie Coll Business, Iowa City, IA USAUniv Macau, Fac Business Adm, Taipa, Peoples R China
Van Iddekinge, Chad H.
Ployhart, Robert E.
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Univ South Carolina, Darla Moore Sch Business, Columbia, SC USAUniv Macau, Fac Business Adm, Taipa, Peoples R China
Ployhart, Robert E.
Arnold, John D.
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Univ Missouri, Robert J Trulaske Sr Coll Business, Columbia, MO USAUniv Macau, Fac Business Adm, Taipa, Peoples R China
Arnold, John D.
Jordan, Samantha L.
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Univ North Texas, G Brint Ryan Coll Business, Denton, TX USAUniv Macau, Fac Business Adm, Taipa, Peoples R China
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Jiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330044, Peoples R ChinaJiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330044, Peoples R China
Xu, Xiaofeng
Li, Miaomiao
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Shanghai Univ Polit Sci & Law, Sch Econ & Management, 7989 Wai Qingsong Rd, Shanghai 201701, Peoples R ChinaJiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330044, Peoples R China
Li, Miaomiao
Kwan, Ho Kwong
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China Europe Int Business Sch CEIBS, Org Behav & Human Resource Management Dept, Shanghai 201206, Peoples R ChinaJiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330044, Peoples R China
Kwan, Ho Kwong
Zhang, Xiaomeng
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Cheung Kong Grad Sch Business, Dept Management, Beijing 100738, Peoples R ChinaJiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330044, Peoples R China