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Impact of Smart Economy on Smart Areas and Mediation Effect of National Economy

Author

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  • Yelena Popova

    (Transport and Telecommunication Institute, 1019 Riga, Latvia)

  • Sergejs Popovs

    (Institute of Life Sciences and Technologies, Department of Biotechnology, Daugavpils University, 5401 Daugavpils, Latvia)

Abstract

The smart city presupposes the integration of different parts—Smart Economy, Smart Environment, Smart People, Smart Living, Smart Mobility, and Smart Governance. The integration assumes the certain relations between them. There are researches considering the impact of separate economic indicators on specific smart area or solutions. Nevertheless, the authors have not come across any studies considering the mutual impact of these areas. The goal of the research is to determine the direct effects of smart economy on other smart components and the indirect (mediation) impact of general indicators of national economy on smart domains. The model was estimated using the PLS-SEM technique tested in SmartPLS-3.3.7. software. The sample included statistical data on the indicators, received from Eurostat Database and Latvian Statistical Office. Data referred to Latvia for years 2009–2019. As a result, the hypotheses that Smart Economy has direct impact on smart people, smart living, smart mobility, smart environment, and smart society were supported. The mediation effect of general indicators of national economy was confirmed only for the smart society domain; other hypotheses were rejected. The obtained results can be practically applied by the authorities responsible for sustainable development of smart areas. The results of mediation effect can be especially interesting for countries that do not present a very high level of economic development but are developing smart, sustainable cities.

Suggested Citation

  • Yelena Popova & Sergejs Popovs, 2022. "Impact of Smart Economy on Smart Areas and Mediation Effect of National Economy," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:2789-:d:760027
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    as
    1. Marko Sarstedt & Erik Mooi, 2014. "The Market Research Process," Springer Texts in Business and Economics, in: A Concise Guide to Market Research, edition 2, chapter 2, pages 11-23, Springer.
    2. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    3. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    4. Wang, Zhining & Sharma, Pratyush Nidhi & Cao, Jinwei, 2016. "From knowledge sharing to firm performance: A predictive model comparison," Journal of Business Research, Elsevier, vol. 69(10), pages 4650-4658.
    5. Xin Li & Konstantinos J. Chalvatzis & Phedeas Stephanides, 2018. "Innovative Energy Islands: Life-Cycle Cost-Benefit Analysis for Battery Energy Storage," Sustainability, MDPI, vol. 10(10), pages 1-19, September.
    6. Shahid Hussain & Zhu Fangwei & Ahmed Faisal Siddiqi & Zaigham Ali & Muhammad Salman Shabbir, 2018. "Structural Equation Model for Evaluating Factors Affecting Quality of Social Infrastructure Projects," Sustainability, MDPI, vol. 10(5), pages 1-25, May.
    7. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    8. Coltman, Tim & Devinney, Timothy M. & Midgley, David F. & Venaik, Sunil, 2008. "Formative versus reflective measurement models: Two applications of formative measurement," Journal of Business Research, Elsevier, vol. 61(12), pages 1250-1262, December.
    9. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    10. Diana Apostol & Cristina Bălăceanu & Eleonora Mihaela Constantinescu, 2015. "SMART-ECONOMY CONCEPT - FACTS AND PERSPECTIVES (International Conference “EUROPEAN PERSPECTIVE OF LABOR MARKET - INOVATION, EXPERTNESS, PERFORMANCE”)," Institute for Economic Forecasting Conference Proceedings 141113, Institute for Economic Forecasting.
    11. Robert G. Hollands, 2008. "Will the real smart city please stand up?," City, Taylor & Francis Journals, vol. 12(3), pages 303-320, December.
    12. Kyunam Kim & Jung-Kyu Jung & Jae Young Choi, 2016. "Impact of the Smart City Industry on the Korean National Economy: Input-Output Analysis," Sustainability, MDPI, vol. 8(7), pages 1-19, July.
    13. Cristina Balaceanu & Doina Maria Tilea & Daniela Penu, 2017. "Perspectives on Eco Economics. Circular Economy and Smart Economy," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 3(4), pages 105-109, December.
    14. Yelena Popova & Ilze Sproge, 2021. "Decision-Making within Smart City: Waste Sorting," Sustainability, MDPI, vol. 13(19), pages 1-15, September.
    15. Andrea Caragliu & Peter Nijkamp, 2012. "The impact of regional absorptive capacity on spatial knowledge spillovers: the Cohen and Levinthal model revisited," Applied Economics, Taylor & Francis Journals, vol. 44(11), pages 1363-1374, April.
    16. Charfeddine, Lanouar, 2017. "The impact of energy consumption and economic development on Ecological Footprint and CO2 emissions: Evidence from a Markov Switching Equilibrium Correction Model," Energy Economics, Elsevier, vol. 65(C), pages 355-374.
    17. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    18. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, September.
    19. Kamila Turečková & Jan Nevima, 2020. "The Cost Benefit Analysis for the Concept of a Smart City: How to Measure the Efficiency of Smart Solutions?," Sustainability, MDPI, vol. 12(7), pages 1-17, March.
    20. Schlägel, Christopher & Sarstedt, Marko, 2016. "Assessing the measurement invariance of the four-dimensional cultural intelligence scale across countries: A composite model approach," European Management Journal, Elsevier, vol. 34(6), pages 633-649.
    21. Ismagilova, Elvira & Hughes, Laurie & Dwivedi, Yogesh K. & Raman, K. Ravi, 2019. "Smart cities: Advances in research—An information systems perspective," International Journal of Information Management, Elsevier, vol. 47(C), pages 88-100.
    22. Rehmat Karim & Normah Abdul Latip & Azizan Marzuki & Sajjad Haider & Memoona Nelofar & Faqeer Muhammad, 2021. "The Impact of 4Ps Marketing Mix in Tourism Development in the Mountain Areas: A Case Study," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 231-245.
    23. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    24. Destek, Mehmet Akif & Ulucak, Recep & Dogan, Eyüp, 2018. "Analyzing the Environmental Kuznets Curve for the EU countries: The role of ecological footprint," MPRA Paper 106882, University Library of Munich, Germany.
    25. Zhanna Mingaleva & Natalia Vukovic & Irina Volkova & Tatiana Salimova, 2019. "Waste Management in Green and Smart Cities: A Case Study of Russia," Sustainability, MDPI, vol. 12(1), pages 1-17, December.
    26. Marko Sarstedt & Erik Mooi, 2014. "A Concise Guide to Market Research," Springer Texts in Business and Economics, Springer, edition 2, number 978-3-642-53965-7, August.
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