Dario Guarascio, Alessandro Piccirillo, Jelena Reljic
This study conducts a meta-analysis to assess the effects of robotization on employment and wages, synthesizing the evidence from 33 studies (644 estimates) on employment and a subset of 19 studies (195 estimates) on wages. The results challenge the alarmist narrative about the risk of widespread technological unemployment, suggesting that the overall relationship between robotization and employment or wages is minimal. However, the effects are far from uniform, with adverse outcomes observed in specific contexts, such as the United States, manufacturing sectors, and middle-skilled occupations. The analysis also identifies a publication bias favoring negative wage effects, though correcting for this bias confirms the negligible impact of robotization.
{"title":"Robots vs. Workers: Evidence From a Meta-Analysis","authors":"Dario Guarascio, Alessandro Piccirillo, Jelena Reljic","doi":"10.1111/joes.12699","DOIUrl":"https://doi.org/10.1111/joes.12699","url":null,"abstract":"<p>This study conducts a meta-analysis to assess the effects of robotization on employment and wages, synthesizing the evidence from 33 studies (644 estimates) on employment and a subset of 19 studies (195 estimates) on wages. The results challenge the alarmist narrative about the risk of widespread technological unemployment, suggesting that the overall relationship between robotization and employment or wages is minimal. However, the effects are far from uniform, with adverse outcomes observed in specific contexts, such as the United States, manufacturing sectors, and middle-skilled occupations. The analysis also identifies a publication bias favoring negative wage effects, though correcting for this bias confirms the negligible impact of robotization.</p>","PeriodicalId":51374,"journal":{"name":"Journal of Economic Surveys","volume":"39 5","pages":"2254-2271"},"PeriodicalIF":5.0,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/joes.12699","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145449791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Laura Chiaramonte, Federico Mecchia, Andrea Paltrinieri, Alex Sclip
Due to the most recent geopolitical events, such as the Russia–Ukraine conflict and the war between Israel and Hamas, geopolitical risk (GPR) and energy markets have been at the forefront of the academic debate. To identify the evolution of the literature inherent to GPR and energy markets, we conduct a meta-literature review—that is, including both qualitative analysis (the content analysis) and quantitative analysis (the bibliometric analysis)—with regard to a selected sample of 72 papers from the period 2018 to March 2023 (March included). We perform the co-citation and co-authorship analysis and we also identify five main research streams as follows: (1) “Oil and uncertainty in different scenarios,” (2) “Uncertainty, resources and energy,” (3) “Geopolitical risk and oil from a broader perspective,” (4) “Oil, metal markets and uncertainty,” and (5) “Uncertainty and the oil market: a geographic perspective.” Finally, we also identify the future research perspectives. Given the increasing interest in the topic in question, our work proves to be of great interest to researchers and scholars, since it identifies the past, the present, and the future research perspectives of the topic considered.
{"title":"Geopolitical Risk and Energy Markets: Past, Present, and Future","authors":"Laura Chiaramonte, Federico Mecchia, Andrea Paltrinieri, Alex Sclip","doi":"10.1111/joes.12697","DOIUrl":"https://doi.org/10.1111/joes.12697","url":null,"abstract":"<p>Due to the most recent geopolitical events, such as the Russia–Ukraine conflict and the war between Israel and Hamas, geopolitical risk (GPR) and energy markets have been at the forefront of the academic debate. To identify the evolution of the literature inherent to GPR and energy markets, we conduct a meta-literature review—that is, including both qualitative analysis (the content analysis) and quantitative analysis (the bibliometric analysis)—with regard to a selected sample of 72 papers from the period 2018 to March 2023 (March included). We perform the co-citation and co-authorship analysis and we also identify five main research streams as follows: (1) “Oil and uncertainty in different scenarios,” (2) “Uncertainty, resources and energy,” (3) “Geopolitical risk and oil from a broader perspective,” (4) “Oil, metal markets and uncertainty,” and (5) “Uncertainty and the oil market: a geographic perspective.” Finally, we also identify the future research perspectives. Given the increasing interest in the topic in question, our work proves to be of great interest to researchers and scholars, since it identifies the past, the present, and the future research perspectives of the topic considered.</p>","PeriodicalId":51374,"journal":{"name":"Journal of Economic Surveys","volume":"39 5","pages":"2233-2253"},"PeriodicalIF":5.0,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/joes.12697","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145449807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}