Innovation and sustainability drivers of post-COVID tourism and hotel recovery in Jordan: Evidence from 2010–2024
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DOIhttp://dx.doi.org/10.21511/ppm.24(2).2026.09
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Article InfoVolume 24 2026, Issue #2, pp. 120-131
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Type of the article: Research Article
Abstract
This study examines how innovation and sustainability influence the recovery of Jordan’s tourism and hotel sector, and whether their combined effect accelerates recovery beyond separate contributions. Annual data for 2010–2024 are compiled from the United Nations World Tourism Organization, the World Bank World Development Indicators, the Jordan Ministry of Tourism and Antiquities, the Global Innovation Index, and the Environmental Performance Index. A recovery index tracks sector performance relative to the 2019 baseline, while conditions are controlled using gross domestic product per capita, inflation, and exchange rate stability. Fixed-effects regression results indicate that innovation is positively associated with recovery (coefficient 0.41, probability value 0.001), and sustainability is positive and statistically significant (coefficient 0.34, probability value 0.032). The interaction between innovation and sustainability is positive and statistically significant (coefficient 0.48, probability value 0.009), showing complementarity: innovation yields larger recovery gains when sustainability performance is stronger. Exchange rate stability supports recovery (coefficient 0.19, probability value 0.021), and the model explains variation in outcomes (adjusted coefficient of determination 0.72). Robustness checks with alternative specifications confirm stable coefficient signs and significance. The findings support policy packages that align innovation investment with sustainability improvements to strengthen resilience and speed recovery in Jordan for long-term competitiveness.
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JEL Classification (Paper profile tab)Z32, O33, Q56, C23
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References53
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Tables6
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Figures0
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- Table 1. Descriptive statistics for study variables
- Table 2. Pearson correlation matrix among recovery, innovation, and sustainability indicators (Jordan, 2010–2024)
- Table 3. Fixed-effects regression estimates of tourism and hotel recovery
- Table 4. Robustness checks for the innovation–sustainability–recovery relationship
- Table 5. Pairwise Granger causality tests between innovation, sustainability, and recovery
- Table 6. Moderation (interaction) model confirming complementarity between innovation and sustainability
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- Akin, I., & Akin, M. (2025). Promoting sustainable practices through green investments in the United Kingdom real estate industry. Sustainable Development, 33(1), 1526-1544.
- Aktaş Çimen, Z., Kutlu, D., Sarıçoban, K., & Ongun, U. (2024). The competitiveness of Turkish tourism in the global market. Sustainability, 16(24), Article 11232.
- Alramamneh, I., Jawabreh, O., & Masa’deh, R. (2025). Artificial intelligence and application of social responsibility in hospitality companies in Jordan: Legal dimensions. In Generative AI in Creative Industries (pp. 685-700). Cham: Springer.
- Alshoubaki, W., Rawabdeh, I., Abuqauod, G., & Nawafleh, S. A. (2025). The climate change policy innovation in a developing country: A study of Jordan’s policy landscape. Public Organization Review, 25(4), 1749-1770.
- Bazi, S. (2025). Connecting the dots: Exploring the interplay of visual and non-visual cues in social commerce for Jordanian entrepreneurial lodgings. International Journal of Human-Computer Interaction, 41(21), 13291-13304.
- Bingöl, S., & Yang, Y. (2025). Integrating smart technologies and artificial intelligence to build smart tourism destination ecosystems: A model for smart destination management. Tourism Management Perspectives, 58, Article 101380.
- Candeloro, G., & Tartari, M. (2025). Heritage-led sustainable development in rural areas: The case of Vivi Calascio community-based cooperative. Cities, 161, Article 105920.
- Chen, K.-Y., Chang, K.-Y., & Wu, H.-M. (2025). Knowledge-based resilience and robustness of travel agencies in facing tourism supply chain disruptions. Business Process Management Journal.
- Colliver, J. A., Conlee, M. J., & Verhulst, S. J. (2012). From test validity to construct validity… and back? Medical Education, 46(4), 366-371.
- Das, D. K. (2025). Digital technology and AI for smart sustainable cities in the global south: A critical review of literature and case studies. Urban Science, 9(3).
- De Martino, M., Apicerni, V., & Gravagnuolo, A. (2025). Sustainable hospitality and tourism in the Anthropocene era: The need for a more radical shift of the current circular economy models. International Journal of Contemporary Hospitality Management, 37(1), 57-75.
- Deleryd, M., & Fundin, A. (2025). Towards societal satisfaction in a fifth generation of quality-the sustainability model. Total Quality Management & Business Excellence, 36(3-4), 292-308.
- Della Spina, L. (2025). Community branding and participatory governance: A glocal strategy for heritage enhancement. Heritage, 8(6), Article 188.
- Djatmiko, G. H., Sinaga, O., & Pawirosumarto, S. (2025). Digital transformation and social inclusion in public services: A qualitative analysis of e-government adoption for marginalized communities in sustainable governance. Sustainability, 17(7), Article 2908.
- Dogan, F. C. (2025). Are institutions, innovation, and education the key to sustainable growth in G20 economies? Economies, 13(11), Article 307.
- Douglas, S., Mistry, T. G., Rahman, I., Moreo, A., & Cain, L. N. (2025). Unveiling the tech: An analysis of luxury hotel technology perceptions and its impact on guests’ patronage and willingness to pay more. Journal of Hospitality and Tourism Technology, 17(1), 212-231.
- Elshaer, I. A., Azazz, A. M., Alyahya, M., Fayyad, S., Aboutaleb, M., & Mohammad, A. A. (2025). Driving sustainability performance in hotels through green digital leadership and circular economy: The moderating role of hotel green efficacy. Systems, 13(6), Article 415.
- Giannoukou, I., & Kougia, A. (2025). Innovative digital strategies in crisis management for tourism enterprises: Enhancing resilience and sustainable growth in the digital era. In V. Katsoni & C. Costa (Eds.), Innovation and Creativity in Tourism, Business and Social Sciences (pp. 47-87). Cham: Springer.
- González-Rodríguez, M. R., & Díaz-Fernández, M. C. (2025). Benchmarking tourism digitalization in the EU: Evidence from a multi-criteria approach. Management Decision.
- Hajilo, M., Pennington-Gray, L., Tahmasbi, S., & Gheshlagh, S. I. (2024). Understanding spatial tourism destination recovery in Iran based on a destination attribute recovery index for COVID-19. Journal of Contingencies and Crisis Management, 32(1), Article e12536.
- Harb, A., Alhammad, F. A., Almajali, T. A., Freewan, A., Shkokani, H. M., & Slehat, M. (2025). Promoting tourism sustainability in Jordan: Policy effectiveness and stakeholders perspectives. Contemporary Review of the Middle East, 12(2), 175-196.
- Harazneh, I. (2025). Data sources [Data set]. Zenodo.
- Huang, Y.-H., Meyer, B., Connolly, D., & Strader, T. (2024). Preparing for a future crisis: Using DEA-based performance analysis to assess initial pandemic responses in the Taiwanese hotel industry. International Hospitality Review, 38(2), 297-316.
- Karsokienė, R., Giedraitis, A., & Stašys, R. (2025). Enhancing destination endurance: A strategic model for tourism supply chain management. Tourism Recreation Research, 51(2), 441-456.
- Katsaros, K. K. (2025). Employee burnout in the tourism industry during a cultural shift: The role of change uncertainty, change information and meaning-making. Journal of Hospitality and Tourism Insights, 8(2), 774-789.
- Khassawneh, O., Mohammad, T., Bouchon, F., & Behery, M. (2024). Eco-innovation and customer satisfaction in the hospitality industry in Dubai: The role of green leadership. Journal of Human Resources in Hospitality & Tourism, 23(3), 413-438.
- Khatter, A. (2025). Leveraging technology for environmental sustainability in the hospitality sector: Innovations and strategies. Corporate Social Responsibility and Environmental Management, 32(4), 4523-4534.
- Liu, Y. (2025). Embracing digital innovation in the hotel industry: Cultivating a culture of continuous learning and adaptation. In S. Damberg, Z.K. Lucius, & B. Blenski (Eds.), Holistic Innovation: The Next Generation of Innovation Management? (pp. 39-55). Cham: Springer.
- Loedphacharakamon, N., & Naruetharadhol, P. (2025). Integrating AHP and scenario planning for low-carbon community-based tourism: Strengthening rural resilience in Khon Kaen, Thailand. Tourism Recreation Research.
- Luo, C. C., & Xu, K. (2025). Short-term pain, long-term gain? The temporal impacts of environmental innovation on agricultural emissions. International Journal of Operations & Production Management, 46(1), 1-20.
- Mahmoud, R. A. (2025). Digital protection scheme based on Durbin Watson and Pearson similarity indices for current signals practically applied to power transformers. Scientific Reports, 15(1), Article 12214.
- Mandal, S., Raju, S. S., & Yadav, N. (2025). Sustainability through technology: How innovations are driving eco-friendly hospitality practices. In B. Ahmad, M. Abrar, & M. Saeed (Eds.), Marketing technology-infused hospitality: Upskilling frontline employees for competitiveness (pp. 309-336). IGI Global Scientific Publishing.
- Merino-Gaibor, E., Amaya Rivas, A. A., Dutra de Barcellos, M., & Gellynck, X. (2025). Resilience of short food supply chains to external shocks: An Ecuadorian cocoa case study. Agroecology and Sustainable Food Systems, 50(3), 649-691.
- Mithen, S., Hummash, O., Al-Nammari, F., Maslamani, N., & Al-Jabari, Y. (2025). Developing a heritage-themed Bedouin handicraft business in Faynan, Jordan: Success, failure and reflections. In S. Mithen, M.A. Rabbani, & M. Rabbani (Eds.), Cultural heritage, community engagement and sustainable tourism: Case studies from archaeological sites in the global south (pp. 34-49). Routledge.
- Morshed, A. (2024a). Evaluating the influence of advanced analytics on client management systems in UAE telecom firms. Innovative Marketing, 20(4), 41-51.
- Morshed, A. (2024b). Strategic working capital management in Polish SMEs: Navigating risk and reward for enhanced financial performance. Investment Management and Financial Innovations, 21(2), 253-264.
- Nasir, A., Zakaria, N., Do, N., & Velasquez, S. (2024). The impact of knowledge management on sustainable performance with mediation effect of green innovation in Malaysian SMEs. VINE Journal of Information and Knowledge Management Systems.
- Neger, M., Rahid, A. O., & Alnour, M. (2025). Moderating effects of energy poverty for sustainable tourism, policy, innovation, and environmental resilience: Evidence from SEM-ANN approaches. Discover Sustainability, 6(1), Article 103.
- Petrova, M., Sushchenko, O., Pohuda, N., & Vovk, K. (2025). International indices and their impact on tourism competitiveness: Analysis in the context of global instability. In E. Alaverdov & G. Abuseridze (Eds.), Globalization, global security, and new international realities for modern democracies (pp. 433-464). IGI Global Scientific Publishing.
- Prates, L. F. S., Schneider, C. P., Dornack, C., Guenther, E., Möst, D., & Karthe, D. (2025). Achieving the SDGs through a resource nexus approach: Lessons from the African e-mobility transition. Discover Sustainability, 6(1), Article 496.
- Prentice, C., Tracogna, A., & Akbar, Y. H. (2024). The paths to an enhanced ecosystem for international hotel chains. Journal of the Knowledge Economy, 16, 16033-16057.
- Qi, R., Ma, G., Zhang, Q., Liu, C., & Wang, Q. (2024). Innovation for sustainability: Harnessing the power of efficient natural resource markets for a greener economic recovery. Resources Policy, 88, Article 104266.
- Rabbi, M. F. (2025). A dynamic systems approach to integrated sustainability: Synthesizing theory and modeling through the synergistic resilience framework. Sustainability, 17(11), Article 4878.
- Rosendal, K., Kettunen, A., & Olesen, I. (2025). Policies to promote breeding for lice-resistant salmon: Incentives designed for resilient and sustainable growth in aquaculture. Journal of Fish Biology, 106(1), 20-32.
- Socratous, M., Thrasyvoulou, G., & Stylianou, C. (2025). Technology-driven sustainable tourism destinations: Perspectives from key policymakers. Worldwide Hospitality and Tourism Themes, 17(1), 77-90.
- Sultan, H., Rahman, S. U., Munir, F., Ali, A., Younas, S., & Khan, H. (2025). Institutional dynamics, innovation, and environmental outcomes: A panel NARDL analysis of BRICS nations. Environment, Development and Sustainability.
- Tindall, G., Cole, R. A., & Javakhadze, D. (2025). Innovation responds to climate change proposals. Journal of Business Ethics, 198(3), 509-536.
- Tormo, R. F., de Esteban Martín, B., & Paramio, T. M. (2025). The Spanish vision of smart cities and smart tourist destinations through standards. In L. Anthopoulos (Ed.), Smart city standardization: A global perspective (pp. 113-131). Springer.
- Velaoras, K., Menegaki, A. N., Polyzos, S., & Gotzamani, K. (2025). The role of environmental certification in the hospitality industry: Assessing sustainability, consumer preferences, and the economic impact. Sustainability, 17(2), Article 650.
- Vijerathne, D. T., Wahala, W. M. P. S. B., Rathnasiri, M. S. H., De Silva, V., & Dewasiri, N. J. (2025). Literature review on sustainability. In S. Grima, K. Sood, E. Özen, & R. E. Dalli Gonzi (Eds.), Greening our economy for a sustainable future (pp. 33-45). Elsevier.
- Vogklis, K. (2025). Leveraging spatiotemporal big data for sustainable destination development: An interdisciplinary approach. Information Technology & Tourism, 27, 981-1010.
- Yeoman, I. S., & Vella, L. (2024). The future of tourism: An interview with Leslie Vella about the future of tourism in Malta. Journal of Tourism Futures, 10(3), 436-444.
- Zhang, Y., & Deng, B. (2024). Exploring the nexus of smart technologies and sustainable ecotourism: A systematic review. Heliyon, 10(11), Article e31996.


