{"title":"Do sanctions deter Greenfield FDI inflows? An empirical investigation","authors":"Usman Khalid , Sasidaran Gopalan , Kathia Bahloul Zekkari","doi":"10.1016/j.econmod.2025.107421","DOIUrl":"10.1016/j.econmod.2025.107421","url":null,"abstract":"<div><div>Since the end of World War II, sanctions have significantly influenced international relations, particularly by reducing foreign direct investment (FDI) inflows in targeted economies. This study empirically examines the influence of sanctions on global Greenfield FDI inflows across a large panel of emerging markets and developing economies. Specifically, we investigate whether sanctions within a country dyad deter Greenfield FDI inflows from the sender to the target. We further assess the magnitude of these effects, explore the variations by sanction type, and examine potential spillover effects on the sanctions-FDI relationship. Our empirical strategy involves assembling a comprehensive dyadic panel dataset covering international sanctions and Greenfield FDI at the bilateral level, encompassing 110 sender and 113 target countries from 2003 to 2019. We find that bilateral sanctions not only reduce Greenfield FDI inflows from the sender to the target country but also generate negative spillover effects, whereby countries outside the sender-target dyad reduce their investments in the sanctioned country. We perform a battery of robustness checks to confirm the validity of our findings.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107421"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145737062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-04DOI: 10.1016/j.econmod.2025.107424
Steven Zhongwu Li , Fengzhi Lu
{"title":"Gender-gap reversal in education and the female labor supply: Evidence from China","authors":"Steven Zhongwu Li , Fengzhi Lu","doi":"10.1016/j.econmod.2025.107424","DOIUrl":"10.1016/j.econmod.2025.107424","url":null,"abstract":"<div><div>This study investigates whether female educational advantages—defined as accumulating more educational credits than males—affects female labor force participation (FLFP) in China. Using nationally representative data from the <em>China Family Panel Studies</em> and instrumental variable strategies to address endogeneity, we find that females who surpass their spouses in education are less likely to participate in the labor force. This negative association is stronger among females with traditional gender beliefs, lower education, older age, more children, lower family status, or who live in conservative regions, and weaker among highly educated females, those with highly educated spouses, and in areas with higher FLFP. Mechanism analysis shows that gender display norms, rather than bargaining power or labor market discrimination, primarily drive this pattern. Notably, men with higher education than their wives are more likely to participate in the labor force, underscoring a gender asymmetry. These findings suggest that the reversal of the educational gender gap may unintentionally reinforce traditional roles, and that addressing persistent gender norms is essential to converting educational gains into real progress in gender equality at work and at home.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107424"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145839398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-24DOI: 10.1016/j.econmod.2025.107456
Nasser Al-Jabri , Shrabani Saha , Neil Campbell , Abbas Ali Gillani
{"title":"Does corruption trigger political instability? Evidence on the role of demographics and social cohesion","authors":"Nasser Al-Jabri , Shrabani Saha , Neil Campbell , Abbas Ali Gillani","doi":"10.1016/j.econmod.2025.107456","DOIUrl":"10.1016/j.econmod.2025.107456","url":null,"abstract":"<div><div>A breakdown in social cohesion and the resulting political instability have adverse consequences for economic development. While corruption can fuel political instability, not all countries experiencing high levels of corruption are politically unstable. Given the growing interest in the role of youth in driving political change, this paper examines whether youth unemployment and the youthfulness of the population (the youth bulge) exacerbate the impact of corruption on political instability. Using panel data for over one hundred countries from 1984 to 2022, the analysis reveals that a youth bulge amplifies the adverse effects of corruption on political instability in oil-exporting countries, compared to non-oil-exporting counterparts. This finding challenges the notion that oil rents can effectively be used to buy off potentially dissatisfied groups.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107456"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145839408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-23DOI: 10.1016/j.econmod.2025.107448
Hongye Sun
{"title":"Educational mismatch and wages: Evidence from a cross-country comparison","authors":"Hongye Sun","doi":"10.1016/j.econmod.2025.107448","DOIUrl":"10.1016/j.econmod.2025.107448","url":null,"abstract":"<div><div>Rapid technological change and educational expansion raise fundamental questions about educational mismatch and efficient human capital allocation. This study employs an OECD-administered survey to identify educational mismatch using self-assessment measures and to investigate its wage effects across 20 countries. The results show that overeducated workers earn 14% less than their adequately matched counterparts, whereas undereducated workers earn 10% more. Furthermore, gender-disaggregated analysis reveals that women experience larger penalties for overeducation and smaller premiums for undereducation than men. Propensity score matching estimates indicate substantial cross-country heterogeneity in wage effects, with particularly large penalties in Spain, Korea, and Japan, implying that rigid labor market regulation with limited occupational mobility yield larger penalties, while countries with well-developed vocational systems exhibit smaller effects. This study provides novel comparative evidence on the causal wage effects of educational mismatch and underscores the importance of institution-specific policies linking education quality, labor market flexibility, and lifelong learning.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107448"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145839409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-15DOI: 10.1016/j.econmod.2025.107437
Hao Xu
{"title":"Unveiling the role of digital finance in technological catch-up: A multisector growth model with firm-level evidence","authors":"Hao Xu","doi":"10.1016/j.econmod.2025.107437","DOIUrl":"10.1016/j.econmod.2025.107437","url":null,"abstract":"<div><div>This study develops a multisector endogenous growth model to examine how digital finance affects latecomer firms' technological catch-up and empirically tests this relationship using Chinese firm-level panel data from 2011 to 2023. The results show that digital finance promotes catch-up by reducing financial capital misallocation, enhancing knowledge spillover, and strengthening entrepreneurial innovation spirit. This effect is stronger for latecomer firms operating in industries where frontier firms hold greater structural advantages, those facing a larger frontier knowledge gap, those emphasizing substantive innovation strategies, and those in regions with more developed digital industries. In addition, intellectual property protection exerts a nonlinear moderating effect, first reinforcing and then diminishing digital finance's influence on technological catch-up. Overall, the findings deepen understanding of digital finance's role and offer policy insights for building a fair innovation ecosystem that supports inclusive growth.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107437"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145883712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-17DOI: 10.1016/j.econmod.2025.107446
Guang-Zhao Yang , Qinru Si , Liang Liu
{"title":"Local university expansion and firm innovation: Evidence from skilled labor supply shocks and innovation efficiency","authors":"Guang-Zhao Yang , Qinru Si , Liang Liu","doi":"10.1016/j.econmod.2025.107446","DOIUrl":"10.1016/j.econmod.2025.107446","url":null,"abstract":"<div><div>This study examines whether expanding the local supply of highly educated labor raises firm innovation. Existing research links higher-education expansion to aggregate human capital and firm performance but provides limited city-level evidence on firm innovation. Exploiting staggered openings of undergraduate universities across Chinese prefecture-level cities during 2008–2022, and combining city data with listed-firm records, we implement a difference-in-differences design. We find that university openings increase local firms’ patent output and improve innovation efficiency, allowing firms to achieve higher innovative outcomes without additional R&D expenditure, while intensified labor market competition reduces labor costs and further supports R&D activity. By contrast, the creation of vocational colleges or elite universities has only modest effects on local firm innovation, consistent with vocational graduates mainly entering non-R&D jobs and with high mobility among graduates of prestigious universities. These results highlight the importance of local skilled-labor availability and graduate retention for strengthening regional innovation capacity.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107446"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145789956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-11DOI: 10.1016/j.econmod.2025.107426
Vineeta Sharma
{"title":"What drives growth transitions in India? Evidence from a Markov switching analysis of regime dynamics","authors":"Vineeta Sharma","doi":"10.1016/j.econmod.2025.107426","DOIUrl":"10.1016/j.econmod.2025.107426","url":null,"abstract":"<div><div>Growth transitions in India, identified through structural break models, often yield break dates closely aligned with recession periods. Since recessions have been found to be associated with persistent output losses, this underscores the regime dependent nature of output dynamics. This paper examines growth transitions in India as cyclical regime shifts, employing a Markov switching framework to identify three growth regimes - recessionary, moderate, and high growth during 1951–2022. It further examines the influence of domestic, external, and policy variables on regime-specific growth and transition probabilities. Results indicate that investment, productivity gains, and accommodative monetary policy drive growth during moderate regimes. However, rapid credit expansion and rising income inequality undermine high growth sustainability. While investment and monetary easing support recovery from recessions, fiscal policy is effective primarily in high-growth periods and is counterproductive during downturns. Robustness checks confirm the stability of these results across alternative model specifications and sample periods.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107426"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145789957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-11-17DOI: 10.1016/j.econmod.2025.107388
Yang Liu , Tooraj Jamasb , Kangyin Dong , Rabindra Nepal , Congyu Zhao
{"title":"Energy aid, environmental risk, and household health effects","authors":"Yang Liu , Tooraj Jamasb , Kangyin Dong , Rabindra Nepal , Congyu Zhao","doi":"10.1016/j.econmod.2025.107388","DOIUrl":"10.1016/j.econmod.2025.107388","url":null,"abstract":"<div><div>This study examines the health impacts of energy aid, a topic that has received limited attention compared to its environmental and energy-related effects. Using an unbalanced panel dataset, we identify an inverted U-shaped relationship between energy aid and household health loss, with benefits emerging only after aid exceeds a turning point. The effects differ by aid type, source, and recipient characteristics. Among all categories, only energy policy aid has an inverted U-shaped effect on household health losses. Aid from non-DAC donors (including non-DAC countries, private donors, and multilateral organizations) follows an inverted U-shaped pattern, while aid from DAC countries shows no clear relationship. Furthermore, the impact of energy aid also varies across demographic groups, including age, gender, and income levels. For example, children experience health benefits earlier than adults. We also find a threshold effect of government quality. Only when government quality exceeds the threshold does energy aid reduce health loss. These findings suggest that improving the continuity and equity of aid and strengthening governance in recipient countries are key to enhancing the health impact of energy aid.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107388"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145616200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-20DOI: 10.1016/j.econmod.2025.107443
Minhee Chae , Dandan Zhang
{"title":"Bride price, marriage expectations, and intentions among young male migrants in China: Evidence from manufacturing gig workers","authors":"Minhee Chae , Dandan Zhang","doi":"10.1016/j.econmod.2025.107443","DOIUrl":"10.1016/j.econmod.2025.107443","url":null,"abstract":"<div><div>This study explores how regional bride price norms shape family formation attitudes among young, low-income male migrants in China, focusing on manufacturing gig workers. Demographic challenges in this vulnerable population are critical, yet research is limited due to scarce, recent data. Using unique surveys on manufacturing gig workers and bride prices, we analyse the relationship between these financial burdens and attitudes towards marriage. Results show that men from high bride price regions are less likely to expect marriage or parenthood and exhibit lower marriage intentions, especially in their late 20s. These associations are stronger for less-educated migrants, suggesting financial barriers are disproportionately linked to those with lower socioeconomic status. Evidence also shows that such pressures may extend migration and push men into riskier informal employment, further delaying family formation and career development. These findings highlight the role of financial constraints in shaping family formation among low-income groups in China.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107443"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145883710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Economic ModellingPub Date : 2026-02-01Epub Date: 2025-12-19DOI: 10.1016/j.econmod.2025.107453
Huijie Cui , Hongyan Hu , Shangkun Liang
{"title":"Does smart city benefit open innovation? firm-level evidence from China","authors":"Huijie Cui , Hongyan Hu , Shangkun Liang","doi":"10.1016/j.econmod.2025.107453","DOIUrl":"10.1016/j.econmod.2025.107453","url":null,"abstract":"<div><div>Open innovation offers great promise for firms seeking long-term competitiveness, but the challenge of balancing openness with control often hinders collaboration. This study investigates whether smart city pilot policies can alleviate the “paradox of openness” and foster collaboration. Using firm-level data, we find that firms located in smart city pilot areas are more likely to engage in collaborative innovation and produce a higher level of joint innovation output and quality. The mechanism lies in the stronger support and coordination between governments and firms in these cities, which lowers the barriers to external cooperation. Cross-sectional analyses show that the effect varies across different external factors. We also demonstrate that the policy's promotional effect has a lasting impact. Overall, these findings highlight the role of smart city policy in unlocking the full potential of open innovation.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"155 ","pages":"Article 107453"},"PeriodicalIF":4.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145839400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}