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Article

Investigating the Relationship Between Nighttime Light Emissions and Economic Growth in European NUTS-3 Regions, 2001–2021

1
School of Management, Western Galilee College, Acre 2412101, Israel
2
School of Environmental Sciences, The Herta and Paul Amir Faculty of Social Sciences, University of Haifa, Mt. Carmel, Haifa 31905, Israel
*
Author to whom correspondence should be addressed.
Sustainability 2025, 17(22), 10287; https://doi.org/10.3390/su172210287
Submission received: 17 September 2025 / Revised: 8 November 2025 / Accepted: 10 November 2025 / Published: 17 November 2025
(This article belongs to the Section Sustainable Urban and Rural Development)

Abstract

Understanding the directionality of the relationship between artificial light at night (ALAN) and economic activity is crucial for evidence-based policymaking aimed at accelerating and sustaining development. In particular, this knowledge may help to ensure that ALAN does not serve just a proxy for economic activity, when information is unavailable, but may also become a meaningful development indicator on its own. However, the question remains about the directionality of the GDP–ALAN relationship: Does an increase in GDP simply leads to more nighttime light emissions, while the reverse link is negligible, or is this relationship two-directional, with ALAN affecting economic development as well. The present study attempts to answer this question by applying the Granger directionality test to time series panel data available for 1300+ EU NUTS-3 regions over the period of 2001–2021. The study aims to determine the directionality of the relationship between GDP and ALAN in European NUTS-3 regions, distinguishing between Western and Eastern Europe and between different measurement eras (DMSP-OLS vs. VIIRS). The analysis reveals a complex and bidirectional relationship that varies in strength. In particular, for the years 2001–2013, the analysis showed that GDP led to more ALAN emissions, while the reverse link was much weaker and negative. However, after 2013, this relationship has become unidirectional, with GDP continuing to lead to more ALAN emissions, but not vice versa. These findings highlight the importance of considering long-term trends when interpreting ALAN emissions as an indicator of economic development, which is widely used in empirical studies at present.
Keywords: Artificial Light at Night (ALAN); GDP; Granger test; EU; regional development Artificial Light at Night (ALAN); GDP; Granger test; EU; regional development

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MDPI and ACS Style

Saad, R.; Portnov, B.A. Investigating the Relationship Between Nighttime Light Emissions and Economic Growth in European NUTS-3 Regions, 2001–2021. Sustainability 2025, 17, 10287. https://doi.org/10.3390/su172210287

AMA Style

Saad R, Portnov BA. Investigating the Relationship Between Nighttime Light Emissions and Economic Growth in European NUTS-3 Regions, 2001–2021. Sustainability. 2025; 17(22):10287. https://doi.org/10.3390/su172210287

Chicago/Turabian Style

Saad, Rami, and Boris A. Portnov. 2025. "Investigating the Relationship Between Nighttime Light Emissions and Economic Growth in European NUTS-3 Regions, 2001–2021" Sustainability 17, no. 22: 10287. https://doi.org/10.3390/su172210287

APA Style

Saad, R., & Portnov, B. A. (2025). Investigating the Relationship Between Nighttime Light Emissions and Economic Growth in European NUTS-3 Regions, 2001–2021. Sustainability, 17(22), 10287. https://doi.org/10.3390/su172210287

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