Asia-Pacific Journal of Regional Science最新文献_第3页

Green innovation and stock liquidity: empirical evidence from global energy firms 绿色创新与股票流动性：来自全球能源公司的经验证据

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2026-01-06 DOI: 10.1007/s41685-025-00408-3

Van Ha Nguyen, Thu Thi Ha Dinh, Ngoc Ha Tran, Nam Hoang Vu

{"title":"Green innovation and stock liquidity: empirical evidence from global energy firms","authors":"Van Ha Nguyen, Thu Thi Ha Dinh, Ngoc Ha Tran, Nam Hoang Vu","doi":"10.1007/s41685-025-00408-3","DOIUrl":"10.1007/s41685-025-00408-3","url":null,"abstract":"<div>\u0000 \u0000 <p>Green innovation has received increased attention recently due to its contribution to resource conservation and environmental preservation. This study examined the financial impact of green innovation by empirically investigating the relationship between green innovation and stock liquidity of global energy firms. We found that green innovation is positively associated with stock liquidity of these firms. The findings were robust to an alternative proxy of stock liquidity, modified model specification and endogeneity control. Moreover, this positive relationship was more pronounced for firms with greater visibility and financially healthier firms. Additionally, our subsample analysis showed that the positive relationship between green innovation and stock liquidity only holds for firms operating in countries with lower levels of institutional quality. The findings of this study offer important implications for energy firms, policymakers, and investors regarding the adoption of green innovation to improve stock liquidity of firms in the capital market.</p>\u0000 </div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Common ownership and corporate green innovation efficiency-based on a two stage value chain perspective 公有制与企业绿色创新效率——基于两阶段价值链视角

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2026-01-06 DOI: 10.1007/s41685-025-00407-4

Zeyu Wang, Qingze Wang

{"title":"Common ownership and corporate green innovation efficiency-based on a two stage value chain perspective","authors":"Zeyu Wang, Qingze Wang","doi":"10.1007/s41685-025-00407-4","DOIUrl":"10.1007/s41685-025-00407-4","url":null,"abstract":"<div><p>This paper examines the impact of common ownership on the two-stage green innovation efficiency (GIE) of listed companies in China. The results show that common ownership significantly improves both green R&D efficiency (GRDE) and green achievement transformation efficiency (GATE). Further heterogeneity analysis reveals that the positive effect of common ownership is more pronounced in firms operating in highly competitive markets and in regions with a higher level of green finance development. In addition, the effect on GRDE is more substantial for state-owned enterprises, whereas the effect on GATE is more pronounced for non-state-owned enterprises. Mechanism analysis suggests that common ownership enhances GIE through two main channels: internal governance (by alleviating principal-agent problems, fostering executives’ innovation consciousness, and promoting the greening of corporate strategies) and external coordination (by enhancing joint innovation capacity, easing financial constraints, and increasing market recognition). Further analysis indicates that robust university-industry collaboration and strong environmental pollution control intensity are critical factors enabling enterprises to upgrade their green innovation efficiency from lower to higher tiers. These findings offer important guidance for China and other emerging economies in fully leveraging capital markets to support corporate sustainable development.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Challenges of the SDGs performance of Türkiye “An Evenness and Income Trend Evaluation” 国家可持续发展目标绩效面临的挑战——《均衡与收入趋势评估》

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00406-5

Emine Tahsin

{"title":"Challenges of the SDGs performance of Türkiye “An Evenness and Income Trend Evaluation”","authors":"Emine Tahsin","doi":"10.1007/s41685-025-00406-5","DOIUrl":"10.1007/s41685-025-00406-5","url":null,"abstract":"<div>\u0000 \u0000 <p>This paper evaluates the performance of Sustainable Development Goals (SDGs) and their relevant sub-indicators in Türkiye, a country classified as upper-middle-income and exemplifies the middle-income trap phenomenon. In this context, methods that analyze the interactions between SDGs are applied, specifically in conjunction with changes in income performance, including the human development income index (HDII). Monitoring approaches and principal component analysis (PCA) are applied to evaluate the performance and interactions among the 17 goals and their relevant sub-indicators for the period from 2000 to 2023. The Evenness Index Score (EIS ) is calculated for the 17 SDGs to examine the distribution of performance among the goals within each year. Additionally, the interactions between the SDG index and four separate samples of sub-targets of the SDGs are analyzed. Five SDG principles (people, prosperity, planet, peace, and partnership) and their relevance to Türkiye’s broader objectives in addressing the challenges of achieving the SDGs are considered in the classification of sub-indicators. The findings highlight structural deficiencies, showing that growth in Gross National Income (GNI) per capita has not automatically translated into comprehensive SDG advancement. Despite relative improvements in income and SDG performance, the results indicate competing interests on the path toward middle-income growth and across the range of sustainable goals. Nevertheless, inclusiveness, environmental sustainability, and the quality of growth and institutions remain as important challenges. Targeting specific policies and focusing on particular goals (namely Goals 2, 5, 4, 8, 16, and 13) are likely to have a positive impact on achieving the SDGs.</p>\u0000 </div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Impacts of local college attendance on hometown employment: evidence from individual-level data in Taiwan 本地大学入学对家乡就业的影响：来自台湾个人层面数据的证据

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00410-9

Yin-Wei Liao, Yusuke Jinnai

{"title":"Impacts of local college attendance on hometown employment: evidence from individual-level data in Taiwan","authors":"Yin-Wei Liao, Yusuke Jinnai","doi":"10.1007/s41685-025-00410-9","DOIUrl":"10.1007/s41685-025-00410-9","url":null,"abstract":"<div><p>Rural depopulation and migration to urban areas pose critical challenges for regional labor markets and balanced development. This study examined the causal effect of attending a local college on the likelihood of working in one’s hometown, addressing a gap in the literature on spatial labor mobility and human capital retention. Using rich individual-level data from Taiwan—including birthplace, college location, current job location, and migration history—we employed an instrumental variable approach to account for the endogeneity of college location choice. Our findings showed that attending a local college significantly increases the probability of hometown employment by approximately 41%. This effect was particularly pronounced in rural areas, where local colleges appear to play a vital role in retaining labor within less urbanized regions. These outcomes are potentially driven by the accumulation of local social capital and stronger community networks fostered through place-based education. This paper contributes to regional science by providing rigorous micro-level evidence linking educational location to spatial labor market outcomes. Our methodological approach and detailed dataset enable a robust identification strategy that complements prior aggregate-level research on regional disparities and migration. The findings offer new insights into the mechanisms behind regional labor retention and highlight the strategic importance of local higher educational institutions in shaping spatial employment patterns. These results are broadly relevant to policymakers seeking sustainable and regionally balanced development in Taiwan and other Asia-Pacific economies facing similar demographic and spatial challenges.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Energy transition dynamics in Brazil, Russia, India, China, and South africa: a nonlinear prey–predator–protectors approach using an extended Lotka–Volterra model 巴西、俄罗斯、印度、中国和南非的能源转型动态：使用扩展Lotka-Volterra模型的非线性猎物-捕食者-保护者方法

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00409-2

Dhyani Mehta

{"title":"Energy transition dynamics in Brazil, Russia, India, China, and South africa: a nonlinear prey–predator–protectors approach using an extended Lotka–Volterra model","authors":"Dhyani Mehta","doi":"10.1007/s41685-025-00409-2","DOIUrl":"10.1007/s41685-025-00409-2","url":null,"abstract":"<div><p>The current paper introduces a new methodology to capture the complex relationships between energy-mix (renewable and non-renewable energy ratio) and variables such as economic growth, urbanization, manufacturing activities, innovation and trade in low-carbon technology (LCT) for the Brazil, Russia, India, China and South Africa (BRICS) group of countries. The study adopted the extended Lotka–Volterra model and the conventional econometric model for annual panel data of BRICS from 2000 to 2023. The results showed that predatory variables such as economic growth, urbanization and manufacturing activity negatively impact the energy-mix ratio (prey). Innovation in renewable energy and trade in low-carbon technology served as protectors and positively impacted the energy-mix ratio. The estimates highlighted that in the short run, the effect of predatory forces is more pronounced than in the long run. BRICS countries are at an important stage in their energy transition journeys and must take prompt action in the short-run. Policy interventions are solicited to counter the negative impact of energy transition. This study contributes to the current literature by providing a new methodology that compliments conventional econometric models for estimating nonlinear relations, thereby enhancing the understanding of energy economics and sustainability.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Are Indian small towns deprived due to agglomeration shadows? 印度小城镇是由于集聚阴影而被剥夺的吗？

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00411-8

Arup Mitra, Sabyasachi Tripathi, Komali Yenneti

{"title":"Are Indian small towns deprived due to agglomeration shadows?","authors":"Arup Mitra, Sabyasachi Tripathi, Komali Yenneti","doi":"10.1007/s41685-025-00411-8","DOIUrl":"10.1007/s41685-025-00411-8","url":null,"abstract":"<div><p>Small towns are the engine of economic growth if they are appropriately managed. However, they are neglected in more extensive discussions on urban development policies in developing countries. In this study, we asked the following questions: How can we measure the level of deprivation in small towns, whether small towns are deprived, and what are the spatial locational patterns of these towns? We answered these questions by considering 3755 small towns in India in 2011. The deprivation index was calculated by considering eighteen variables, focusing mainly on the availability of basic services, housing conditions, health facilities and educational facilities using Principal Component Analysis (PCA). To determine factors that affect their level of deprivation, we employed Ordinary Least Squares (OLS) and two-stage least squares (2SLS) regression models, considering variables related to agglomeration shadows, agglomeration economies, infrastructure availability, and accessibility to markets and political power. Results indicated that the levels of deprivation in small towns differ from one another. While the least deprived small towns were usually found in high-income group states, the most deprived ones were in poorer and middle-income states. Regression results showed that though there is little evidence of agglomeration shadows, small towns “borrow” the agglomeration benefits from their large neighbors. Therefore, agglomeration shadows do not necessarily deprive small towns. The agglomeration economies reduce the deprivation while the distance to political power and market potential increase it. Finally, we present several policy options to make small towns more productive, and drive higher and more sustainable growth in India in the future.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Assessment and quantification methods of urbanization patterns using geospatial techniques and spatial metrics in Tirunelveli city, Tamil Nadu, India 基于地理空间技术和空间度量的印度泰米尔纳德邦Tirunelveli市城市化模式评估与量化方法

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00412-7

Alagu Venkatesh Tiruvenkada Annamalai, Srinivasa Raju Kolanuvada, Nisha Radhakrishnan

{"title":"Assessment and quantification methods of urbanization patterns using geospatial techniques and spatial metrics in Tirunelveli city, Tamil Nadu, India","authors":"Alagu Venkatesh Tiruvenkada Annamalai, Srinivasa Raju Kolanuvada, Nisha Radhakrishnan","doi":"10.1007/s41685-025-00412-7","DOIUrl":"10.1007/s41685-025-00412-7","url":null,"abstract":"<div><p>Urban expansion has become a major challenge in recent years, threatening environmental sustainability and urban planning. Methods to quantify urban growth are limited, but the combination of geospatial techniques and spatial metrics offers significant advantages in quantifying growth and detecting early signs of sprawl for sustainable development. This study evaluated the effectiveness of the entropy model, landscape metrics, and urban metrics in quantifying urban growth. We focused on Tirunelveli City, the sixth-largest corporation in Tamil Nadu, India, by its evolution, spatial patterns and urban expansion trends. Landsat images and the CART classifier were used to prepare LULC maps for the years 1997, 2005, 2015 and 2022. Built-up areas of the city were extracted, and Shannon Entropy, five landscape metrics, four urban metrics, and the urban sprawl matrix were applied. Landscape metrics and Shannon Entropy methods indicated that the city was experiencing sprawl. Urban metrics were applied to five concentric rings, each with a 2 km radius from the city center, revealing a moderate growth rate. The urban sprawl matrix analyzed the city’s spatial pattern, confirming the presence of a multi-nuclei structure and development along major roads, known as ribbon development. We conclude that the urban sprawl matrix is an effective method for analyzing city spatial patterns. Shannon Entropy and landscape metrics provide robust results for quantifying sprawl, and urban metrics are reliable for assessing growth rate. Therefore, local planners should focus on Concentric Ring 04, where significant growth has occurred, to ensure sustainable urban development.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimizing hybrid microgrids with battery energy storage for rural electrification: a high-resolution, multi-year simulation framework for Sarawak, Malaysia 优化混合微电网与电池储能农村电气化：一个高分辨率，多年的模拟框架，沙捞越，马来西亚

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-12-29 DOI: 10.1007/s41685-025-00413-6

Chin Kim Gan, Mohammadmahdi Ariannejad, Chia Chao Kang, Zi-Neng Ng, Jian Ding Tan, Guo Ren Mong, Wei Hown Tee

{"title":"Optimizing hybrid microgrids with battery energy storage for rural electrification: a high-resolution, multi-year simulation framework for Sarawak, Malaysia","authors":"Chin Kim Gan, Mohammadmahdi Ariannejad, Chia Chao Kang, Zi-Neng Ng, Jian Ding Tan, Guo Ren Mong, Wei Hown Tee","doi":"10.1007/s41685-025-00413-6","DOIUrl":"10.1007/s41685-025-00413-6","url":null,"abstract":"<div>\u0000 \u0000 <p>The integration of Battery Energy Storage Systems (BESS) into hybrid renewable microgrids offers great potential for improving the resilience of off-grid regions. This study aimed to develop a comprehensive simulation framework to evaluate multiple BESS capacities (80–300 kWh) over a ten-year horizon, incorporating seasonal variability, load growth, hydroelectric disruptions, and stochastic uncertainties. We addressed the gaps in existing frameworks by including reliability metrics such as Energy Not Served (ENS), Loss of Load Expectation (LOLE), Levelized Cost of Energy (LCOE) and export revenue, in addition to evaluating carbon emissions. The results indicated that a 220 kWh BESS configuration provided the best balance of resilience, reducing ENS and LOLE while maintaining a reasonable LCOE over the 10-year period. The novelty of the work lies in its ability to incorporate multi-year disaster events, stochastic load growth, and time-of-use tariffs in a hybrid microgrid context. The simulation framework’s originality is demonstrated by its ability to balance energy reliability, environmental performance, and economic feasibility, offering valuable insights into how energy storage can optimize rural electrification in disaster-prone areas like Sarawak, Malaysia.</p>\u0000 </div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"10 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Impact of climate change on summer crop production in Australia: insights from the empirical nonlinear autoregressive distributed lag approach 气候变化对澳大利亚夏季作物生产的影响：来自经验非线性自回归分布滞后方法的见解

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-11-16 DOI: 10.1007/s41685-025-00401-w

Farhana Arefeen Mila, Siddhartha Shankar Roy, Monira Parvin Moon, Jaba Rani Sarker

{"title":"Impact of climate change on summer crop production in Australia: insights from the empirical nonlinear autoregressive distributed lag approach","authors":"Farhana Arefeen Mila, Siddhartha Shankar Roy, Monira Parvin Moon, Jaba Rani Sarker","doi":"10.1007/s41685-025-00401-w","DOIUrl":"10.1007/s41685-025-00401-w","url":null,"abstract":"<div><p>Climate change poses a significant threat to the sustainability of summer crop production in New South Wales (NSW), Australia, a region where agriculture is vital to the economy and rural livelihoods yet increasingly vulnerable to climatic variability. This study employed a Nonlinear Autoregressive Distributed Lag (NARDL) model to investigate the asymmetric short- and long-run effects of maximum and minimum temperatures, rainfall, carbon dioxide (CO₂) emissions, and relative humidity on aggregate summer crop production from 1989 to 2023. The results revealed statistically significant asymmetric relationships: positive rainfall shocks exerted a favorable influence on yields in both the short and long term, whereas rising maximum temperatures were associated with substantial yield reductions. Minimum temperature increases and moderate CO₂ concentrations demonstrated positive effects, while elevated humidity at high temperatures contributed to productivity losses. These findings highlight the complex and differentiated pathways through which climatic factors affect crop performance and underscore the necessity of targeted, crop-sensitive adaptation strategies. Such measures are essential to enhance the resilience and long-term sustainability of the agricultural sector in NSW under evolving climatic conditions.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 4","pages":"1081 - 1114"},"PeriodicalIF":1.7,"publicationDate":"2025-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145600986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Community attitudes, adaptive capacity, and competitive performance in sustainable tourism development in a small town 小城镇旅游可持续发展中的社区态度、适应能力和竞争绩效

IF 1.7

Asia-Pacific Journal of Regional Science Pub Date : 2025-10-07 DOI: 10.1007/s41685-025-00399-1

I Wayan Koko Suryawan, Imelda Masni Juniaty Sianipar, Chun-Hung Lee, Ari Rahman, Evi Siti Sofiyah

{"title":"Community attitudes, adaptive capacity, and competitive performance in sustainable tourism development in a small town","authors":"I Wayan Koko Suryawan, Imelda Masni Juniaty Sianipar, Chun-Hung Lee, Ari Rahman, Evi Siti Sofiyah","doi":"10.1007/s41685-025-00399-1","DOIUrl":"10.1007/s41685-025-00399-1","url":null,"abstract":"<div><p>This study explored the interplay between complementary attitudes, adaptive capacity, competitive performance and community willingness to participate in sustainable tourism initiatives in small towns. Using Labuan Bajo, Indonesia, as a case study, the research applied Structural Equation Modeling (SEM) to examine the relationships between these variables. Results indicated that complementary attitudes strongly influence competitive performance and willingness to participate, highlighting the importance of shared values and community cohesion. Competitive performance, encompassing marketing effectiveness and resource availability significantly drove participation, while adaptive capacity demonstrated indirect importance in fostering resilience. These findings revealed that small-town development strategies should integrate community engagement, ecological awareness and innovative practices to ensure sustainable economic growth. Policy implications suggest alignment of local strengths with broader regional urban systems for inclusive and sustainable development. Limitations and recommendations for future research include the need for longitudinal studies and comparative analyses across varying urban contexts to enhance understanding of small-town dynamics in sustainable tourism.</p></div>","PeriodicalId":36164,"journal":{"name":"Asia-Pacific Journal of Regional Science","volume":"9 4","pages":"1053 - 1079"},"PeriodicalIF":1.7,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145600990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0