{"title":"The variation in the level of the socio-economic development of the NUTS-3 subregions in the European Union","authors":"M. Spychała","doi":"10.15611/aoe.2023.1.09","DOIUrl":"https://doi.org/10.15611/aoe.2023.1.09","url":null,"abstract":"A very important research problem is the specification of the level of the socio-economic development of the EU regions. Within the cohesion policy, one may differentiate between regions more and less advanced in terms of general development, including the worth of GDP per capita. Following that measure, one can establish the areas eligible for getting help from EU budget support programmes. The purpose of the article was to present the variation in the level of the socio-economic development of 28 EU countries within the 1,347 NUTS-3 units. The level of the development was established on a multilevel basis, subcategorising three factors of regional development: human capital, the natural environment and the economy. The article specifies the extent of the NUTS-3 unit general progression following the analysis of 31 indicative measures structured around publicly available Eurostat statistical data (as of 2019). The extent of the progression was demonstrated based on a synthetic measure revealing the taxonomic distance of a particular region from the assumed arrangement measuring the development. The research procedure consisted of five development levels, namely: the establishment of factors of the progression of regions, a choice of variable factors, a decrease in the multi-factor space, an identification in the extent of the social and economic progression of the researched units and a subcategorisation of the units on the scale of the social and economic progression structured around a ranking prepared using the analysis of a lowering synthetic measure. The research resulted in spatial variation of 1,347 NUTS-3 unit subregions in 28 EU states presented in terms of the level of the social and economic progression and the three subparts of the progression. The highest synthetic measure was noted in the areas including the capitals of the states included in the research and in a belt comprising the Irish subregions, Central England, the Benelux states, Western and Southern Germany, up until the Alpine subregion. Moreover, significant differences between the levels of the development within the respective states were presented. The results of the research may be a source of inspiration for EU institutions within the scope of the manner of specifying the richest and the poorest EU regions, whose purpose is to ensure the efficient introduction and conclusion of the cohesion policy in the programming periods specified.","PeriodicalId":43088,"journal":{"name":"Argumenta Oeconomica","volume":"237 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67085303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Modelling casino hospitality business cycles","authors":"Li Sheng, Yechang Yin, Anning Zhang, Ziqing Yang","doi":"10.15611/aoe.2023.1.02","DOIUrl":"https://doi.org/10.15611/aoe.2023.1.02","url":null,"abstract":"This study decomposes the casino hospitality business cycles of Las Vegas and Macao into highgrowth states (HGS) and low-growth states (LGS) using a Markov switching model. The casino gaming sector in Macao experiences greater fluctuations than the sector in Las Vegas due to more volatility in tourism flows; that is, Macao has a slightly higher HGS and a considerably lower LGS than Las Vegas. Las Vegas’s hospitality cycle appears to be more robust than Macao’s, although both hospitality cycles are desirably asymmetric. Various factors, including external business cycles and supply-side factors, affect local hospitality cycles. In terms of policy suggestions, the study’s results suggest that promotional marketing must be strengthened in Las Vegas, and Macao must diversify its industrial base.","PeriodicalId":43088,"journal":{"name":"Argumenta Oeconomica","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67085091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"City integrated marketing communication – identification and measurement framework","authors":"Magdalena Daszkiewicz, E. Mazurek, A. Pukas","doi":"10.15611/aoe.2023.1.01","DOIUrl":"https://doi.org/10.15611/aoe.2023.1.01","url":null,"abstract":"New challenges resulting from dynamic changes observed in the twenty-first century are driving the evolution of approaches to city marketing communication. This article adapts the integrated marketing communication (IMC) concept for cities and develops a measurement framework and a theoretically consistent, valid, and reliable measurement tool for assessing city integrated marketing communication (CIMC). A literature review and previous qualitative studies provided the basis for conceptualising and identifying the specific constructs of CIMC, namely strategic consistency, interactivity, and stakeholder-centred focus. The research developed a theoretically consistent, valid, and reliable measurement tool for assessing CIMC. Empirical validation of the CIMC scale was conducted on data collected from a survey completed by representatives of municipal offices responsible for marketing communication in 279 Polish cities. The value and originality of this article derive from the development of the measurement framework and the new scale for assessing CIMC, which provide the foundation for further research on model solutions in this area. The measurement tool also contains subscales that can be used in research on specific dimensions of city marketing communication. The CIMC scale will assist practitioners in their decision-making processes and facilitate comparisons of cities in a local and international context.","PeriodicalId":43088,"journal":{"name":"Argumenta Oeconomica","volume":"42 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67085550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How much do we see? On the explainability of partial dependence plots for credit risk scoring","authors":"Gero Szepannaek, Karsten Lübke","doi":"10.15611/aoe.2023.1.07","DOIUrl":"https://doi.org/10.15611/aoe.2023.1.07","url":null,"abstract":"Risk prediction models in credit scoring have to fulfil regulatory requirements, one of which consists in the interpretability of the model. Unfortunately, many popular modern machine learning algorithms result in models that do not satisfy this business need, whereas the research activities in the field of explainable machine learning have strongly increased in recent years. Partial dependence plots denote one of the most popular methods for model-agnostic interpretation of a feature’s effect on the model outcome, but in practice they are usually applied without answering the question of how much can actually be seen in such plots. For this purpose, in this paper a methodology is presented in order to analyse to what extent arbitrary machine learning models are explainable by partial dependence plots. The proposed framework provides both a visualisation, as well as a measure to quantify the explainability of a model on an understandable scale. A corrected version of the German credit data, one of the most popular data sets of this application domain, is used to demonstrate the proposed methodology.","PeriodicalId":43088,"journal":{"name":"Argumenta Oeconomica","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67085249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"GEOPOLITICAL DETERMINANTS\u0000OF THE EUROPEAN UNION’S\u0000FOREIGN TRADE STRATEGY\u0000IN LIGHT OF THE COVID-19 PANDEMIC","authors":"Adrian-Ioan Damoc","doi":"10.24818/oec/2021/30/3.06","DOIUrl":"https://doi.org/10.24818/oec/2021/30/3.06","url":null,"abstract":"The Covid-19 pandemic has generated significant humanitarian, political, and economic\u0000turmoil since its onset in early 2020. The crisis has since spread throughout the entire\u0000world with an overwhelmingly negative impact. At the European Union level, both the\u0000initial reaction and the uneven economic outcome across member states pointed to an\u0000underlying lack of political and economic cohesion, as well as stark vulnerabilities in its\u0000foreign trade network. Current research has explored these topics as well as on several\u0000public statements by the European Union’s leadership revealing a potential shift in the\u0000European Union’s geopolitical and geoeconomic outlook. The aim of the present paper is to\u0000determine the fundamental principles that guide this shift. The present paper investigates\u0000the European Union’s current situation, the climate in its immediate vicinity as well its\u0000recent actions and trends and, using an intelligence analysis technique known as the\u0000linchpin analysis, seeks to discover the core reasons that underlie the EU’s foreign trade\u0000strategy. The main findings reveal that the European Union’s current climate and\u0000insufficient attention directed to common geopolitical goals call for urgent actions, lest\u0000centrifugal forces threaten to further undermine its growth and development.","PeriodicalId":43088,"journal":{"name":"Argumenta Oeconomica","volume":"2015 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87807708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}