Synergies and Trade-Offs in Reaching the Sustainable Development Goals
Open accessAbstract
The Sustainable Development Goals (SDGs) adopted in 2015 integrate diverse issues such as addressing hunger, gender equality and clean energy and set a common agenda for all United Nations member states until 2030. The 17 SDGs interact and by working towards achieving one goal countries may further—or jeopardise—progress on others. However, the direction and strength of these interactions are still poorly understood and it remains an analytical challenge to capture the relationships between the multi-dimensional goals, comprising 169 targets and over 200 indicators. Here, we use principal component analysis (PCA), an in this context novel approach, to summarise each goal and interactions in the global SDG agenda. Applying PCA allows us to map trends, synergies and trade-offs at the level of goals for all SDGs while using all available information on indicators. While our approach does not allow us to investigate causal relationships, it provides important evidence of the degree of compatibility of goal attainment over time. Based on global data 2000–2016, our results indicate that synergies between and within the SDGs prevail, both in terms of levels and over time change. An exception is SDG 10 ‘Reducing inequalities’ which has not progressed in tandem with other goals.
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Vulnerability levels have generally declined in recent decades.
“Despite the highly uneven distribution of resilience across the world, vulnerability levels have generally declined in recent decades, aided by notable progress toward common development goals (73,74)”
From Vicious Circles: Violence, Vulnerability, and Climate Change (2021) · cites this paper as [74]
Cites
The Scree Test For The Number Of Factors
Cattell, R. B. (1966) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr0102_10 · Cited by 13,554 · see citing works
The application of electronic computers to factor analysis
Kaiser, H. F. (1960) · Educational and Psychological Measurement · doi:10.1177/001316446002000116 · Cited by 12,459 · see citing works
Ng, M., Fleming, T., Robinson, M., Thomson, B., Graetz, N., Margono, C., Mullany, E. C., Biryukov, S., Abbafati, C., Abera, S. F., et al. (2014) · The Lancet · doi:10.1016/s0140-6736(14)60460-8 · Cited by 11,952 · see citing works
Abdi, H., & Williams, L. J. (2010) · WIREs Computational Statistics · doi:10.1002/wics.101 · Cited by 11,104 · see citing works
RUBIN, D. B. (1976) · Biometrika · doi:10.1093/biomet/63.3.581 · Cited by 9,925 · see citing works
Women Empowerment and Economic Development
Duflo, E. (2012) · Journal of Economic Literature · doi:10.1257/jel.50.4.1051 · Cited by 2,978 · see citing works
Dunteman, G. H. (1989) · Sage eBooks · doi:10.4135/9781412985475 · Cited by 2,677 · see citing works
What is principal component analysis?
Ringnér, M. (2008) · Nature Biotechnology · doi:10.1038/nbt0308-303 · Cited by 2,407 · see citing works
From Millennium Development Goals to Sustainable Development Goals
Sachs, J. D. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60685-0 · Cited by 2,278 · see citing works
Policy: Map the interactions between Sustainable Development Goals
Nilsson, M., Griggs, D., & Visbeck, M. (2016) · Nature · doi:10.1038/534320a · Cited by 2,114 · see citing works
A Systematic Study of Sustainable Development Goal (SDG) Interactions
Pradhan, P., Costa, L., Diego Rybski, A., Lucht, W., & Kropp, J. P. (2017) · Earth s Future · doi:10.1002/2017ef000632 · Cited by 1,752 · see citing works
Lever, J., Krzywinski, M. I., & Altman, N. (2017) · Nature Methods · doi:10.1038/nmeth.4346 · Cited by 1,468 · see citing works
Mapping synergies and trade-offs between energy and the Sustainable Development Goals
Nerini, F. F., Tomei, J., To, L. S., Bisaga, I., Parikh, P., Black, M. J., Borrion, A. L., Spataru, C., Broto, V. C., Anandarajah, G., et al. (2017) · Nature Energy · doi:10.1038/s41560-017-0036-5 · Cited by 1,093 · see citing works
Sustainable Development Goals (SDGs): Are we successful in turning trade-offs into synergies?
Kroll, C., Warchold, A., & Pradhan, P. (2019) · Palgrave Communications · doi:10.1057/s41599-019-0335-5 · Cited by 669 · see citing works
Mapping interactions between the sustainable development goals: lessons learned and ways forward
Nilsson, M., Chisholm, E., Griggs, D., Howden-Chapman, P., McCollum, D., Messerli, P., Neumann, B., Stevance, A.-S., Visbeck, M., & Stafford-Smith, M. (2018) · Sustainability Science · doi:10.1007/s11625-018-0604-z · Cited by 640 · see citing works
Towards systemic and contextual priority setting for implementing the 2030 Agenda
Weitz, N., Carlsen, H., Nilsson, M., & Skånberg, K. (2017) · Sustainability Science · doi:10.1007/s11625-017-0470-0 · Cited by 574 · see citing works
World Development Indicators 1997. The World Bank
Venugopal, P. (1999) · Management and Labour Studies · doi:10.1177/0258042x9902400208 · Cited by 472 · see citing works
Global trends of lung cancer mortality and smoking prevalence.
Islami, F., Torre, L. A., & Jemal, A. (2015) · PubMed Central · doi:10.3978/j.issn.2218-6751.2015.08.04 · Cited by 466 · see citing works
Connecting the sustainable development goals by their energy inter-linkages
McCollum, D. L., Echeverri, L. G., Busch, S., Pachauri, S., Parkinson, S., Rogelj, J., Krey, V., Minx, J. C., Nilsson, M., Stevance, A.-S., et al. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aaafe3 · Cited by 448 · see citing works
Development Consequences of Armed Conflict
Gates, S., Hegre, H., Nygård, H. M., & Strand, H. (2012) · World Development · doi:10.1016/j.worlddev.2012.04.031 · Cited by 377 · cited 1× · see citing works
“Similarly, the links between this block and SDG 16 is consistent with the commonly acknowledged adverse impact of armed conflict on health and development outcomes [38,39].”
BackgroundSelf-citationTranslating Sustainable Development Goal (SDG) Interdependencies into Policy Advice
Breuer, A., Janetschek, H., & Malerba, D. (2019) · Sustainability · doi:10.3390/su11072092 · Cited by 354 · see citing works
Vidal, R., Ma, Y., & Sastry, S. (2016) · Interdisciplinary applied mathematics · doi:10.1007/978-0-387-87811-9_2 · Cited by 337 · see citing works
Trade-offs between social and environmental Sustainable Development Goals
Scherer, L., Behrens, P., de Koning, A., Heijungs, R., Sprecher, B., & Tukker, A. (2018) · Environmental Science & Policy · doi:10.1016/j.envsci.2018.10.002 · Cited by 297 · see citing works
Income-based variation in Sustainable Development Goal interaction networks
Lusseau, D., & Mancini, F. (2019) · Nature Sustainability · doi:10.1038/s41893-019-0231-4 · Cited by 294 · see citing works
Collste, D., Pedercini, M., & Cornell, S. (2017) · Sustainability Science · doi:10.1007/s11625-017-0457-x · Cited by 285 · see citing works
Global Inequality Dynamics: New Findings from WID.world
Alvaredo, F., Chancel, L., Piketty, T., Saez, E., & Zucman, G. (2017) · American Economic Review · doi:10.1257/aer.p20171095 · Cited by 260 · see citing works
Shuai, C., Chen, X., Wu, Y., Zhang, Y., & Tan, Y. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.07.045 · Cited by 241 · see citing works
How Multiple Imputation Makes a Difference
Lall, R. (2016) · Political Analysis · doi:10.1093/pan/mpw020 · Cited by 234 · see citing works
Allen, C., Nejdawi, R., Baba, J. E., Hamati, K., Metternicht, G. I., & Wiedmann, T. (2017) · Sustainability Science · doi:10.1007/s11625-017-0437-1 · Cited by 169 · see citing works
Moyer, J. D., & Böhl, D. (2018) · Futures · doi:10.1016/j.futures.2018.10.007 · Cited by 165 · see citing works
A PCA-based method for construction of composite sustainability indicators
Tao, L., Zhang, H., Yuan, C. Y., Liu, Z., & Fan, C. (2012) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-012-0394-y · Cited by 139 · see citing works
The Big (data) Bang: Opportunities and Challenges for Compiling SDG Indicators
MacFeely, S. (2019) · Global Policy · doi:10.1111/1758-5899.12595 · Cited by 124 · see citing works
Sustainable development goal 6: two gaps in the race for indicators
Guppy, L., Mehta, P., & Qadir, M. (2019) · Sustainability Science · doi:10.1007/s11625-018-0649-z · Cited by 104 · see citing works
Armed conflict and maternal mortality: A micro-level analysis of sub-Saharan Africa, 1989–2013
Kotsadam, A., & Østby, G. (2019) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.112526 · Cited by 66 · see citing works
Female genital mutilation in developed countries
Bosch, X. (2001) · The Lancet · doi:10.1016/s0140-6736(01)06262-6 · Cited by 42 · see citing works
What do fragility indices measure?
Ziaja, S. (2012) · Zeitschrift für Vergleichende Politikwissenschaft · doi:10.1007/s12286-012-0123-8 · Cited by 27 · see citing works
A security dividend: Peacekeeping and maternal health outcomes and access
Gizelis, T., & Cao, X. (2020) · Journal of Peace Research · doi:10.1177/0022343320917198 · Cited by 25 · see citing works
Assessment of Sustainable Socioeconomic Development in European Union Countries
Skvarciany, V., Jurevičienė, D., & Volskytė, G. (2020) · Sustainability · doi:10.3390/su12051986 · Cited by 24 · see citing works
Global monitoring of average volume of alcohol consumption
Rehm, J. T., & Eschmann, S. (2002) · Sozial- und Präventivmedizin · doi:10.1007/bf01318406 · Cited by 22 · see citing works
Lapinskaitė, I., Skvarciany, V., & Janulevičius, P. (2020) · Sustainability · doi:10.3390/su12062421 · Cited by 12 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Vicious Circles: Violence, Vulnerability, and Climate Change
Buhaug, H., & von Uexkull, N. (2021) · Annual Review of Environment and Resources · doi:10.1146/annurev-environ-012220-014708 · Cited by 187 · see citing works
“Despite the highly uneven distribution of resilience across the world, vulnerability levels have generally declined in recent decades, aided by notable progress toward common development goals (73, 74) ( Figure 2 ).”
BackgroundEnergy and sustainable development nexus: A review
Pan, X., Shao, T., Zheng, X., Zhang, Y., Ma, X., & Zhang, Q. (2023) · Energy Strategy Reviews · doi:10.1016/j.esr.2023.101078 · Cited by 152 · see citing works
Xu, Z., & Zheng, N. (2020) · Sustainability · doi:10.3390/su13010243 · Cited by 118 · see citing works
Recurring patterns of SDG interlinkages and how they can advance the 2030 Agenda
Bennich, T., Persson, Å., Beaussart, R., Allen, C., & Malekpour, S. (2023) · One Earth · doi:10.1016/j.oneear.2023.10.008 · Cited by 110 · see citing works
Xiao, H., Liu, Y., & Ren, J. (2022) · Sustainable Development · doi:10.1002/sd.2446 · Cited by 70 · see citing works
Smith, T. B., Vacca, R., Mantegazza, L., & Capua, I. (2021) · Scientific Reports · doi:10.1038/s41598-021-01801-6 · Cited by 60 · see citing works
Three main dimensions reflected by national SDG performance
Wu, X., Fu, B., Wang, S., Liu, Y., Yao, Y., Li, Y., Xu, Z., & Liu, J. (2023) · The Innovation · doi:10.1016/j.xinn.2023.100507 · Cited by 54 · see citing works
Climate mitigation policies and the potential pathways to conflict: Outlining a research agenda
Gilmore, E., & Buhaug, H. (2021) · Wiley Interdisciplinary Reviews Climate Change · doi:10.1002/wcc.722 · Cited by 44 · see citing works
Govigli, V. M., Rois-Díaz, M., den Herder, M., Bryce, R., Tuomasjukka, D., & Górriz‐Mifsud, E. (2022) · Environmental Policy and Governance · doi:10.1002/eet.2019 · Cited by 44 · see citing works
Network-based risk assessment of country-level sustainable development goals
Qazi, A. J., Angell, L. C., Daghfous, A., & Al-Mhdawi, M. K. S. (2022) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2022.107014 · Cited by 41 · see citing works
Strologo, A. D., D’Andrassi, E., Paoloni, N., & Mattei, G. (2021) · Sustainability · doi:10.3390/su13063417 · Cited by 30 · see citing works
Exploring the impact of global competitiveness pillars on sustainable development
Qazi, A. J. (2023) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2023.107404 · Cited by 29 · see citing works
Alpural, A., Dincoglu, B., & İmamoğlu, E. (2024) · Chemical Engineering and Processing - Process Intensification · doi:10.1016/j.cep.2024.110035 · Cited by 29 · see citing works
Blue Economy and Blue Finance: Toward Sustainable Development and Ocean Governance
Huang, M., Voyer, M., Benzaken, D., & Watanabe, A. (2022) · Asian Development Bank Institute eBooks · doi:10.56506/hdlz1912 · Cited by 26 · see citing works
Crémin, É., O’Connor, J., Banerjee, S., Bui, L. T. H., Chanda, A., Hua, H. H., Huynh, D. V., Le, H. T. V., Murshed, S. B., Mashfiqus, S., et al. (2023) · Sustainability Science · doi:10.1007/s11625-023-01295-3 · Cited by 24 · see citing works
Energy Self-Sufficiency Aiming for Sustainable Wastewater Systems: Are All Options Being Explored?
Llácer-Iglesias, R. M., Jiménez, P. A. L., & Pérez‐Sánchez, M. (2021) · Sustainability · doi:10.3390/su13105537 · Cited by 23 · see citing works
Sustainable Development Goal interactions through a climate lens: a global analysis
Dzebo, A., & Shawoo, Z. (2023) · doi:10.51414/sei2023.010 · Cited by 23 · see citing works
Assessing the impact of armed conflict on the progress of achieving 17 sustainable development goals
Wang, D., Hao, M., Li, N., & Jiang, D. (2024) · iScience · doi:10.1016/j.isci.2024.111331 · Cited by 27 · see citing works
Khot, U. A., Warchold, A., & Pradhan, P. (2025) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2025.108274 · Cited by 21 · see citing works
Maghsoudi, M., Mohammadi, N., Soghi, M., & Sabet, M. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2025.124752 · Cited by 20 · see citing works
Livelihood vulnerability and human-wildlife interactions across protected areas
Pereira, J., Rosalino, L. M., Ekblom, A., & Santos, M. J. (2024) · Ecology and Society · doi:10.5751/es-14605-290113 · Cited by 23 · see citing works
Roy, R., Monju, M. H., Tan, M. L., Rahman, M. S., Kundu, S., Rahman, M. S., Talukder, B., & Bhuyan, M. S. (2023) · Environmental Development · doi:10.1016/j.envdev.2023.100936 · Cited by 18 · see citing works
Strologo, A. D., Paoloni, N., & D’Andrassi, E. (2022) · SIDREA series in accounting and business administration · doi:10.1007/978-3-030-89412-2_8 · Cited by 15 · see citing works
Xie, X., Chen, S., & Zhao, R. (2024) · Forests · doi:10.3390/f15071236 · Cited by 13 · see citing works
Assessment of the Results and Methodology of the Sustainable Development Index for Spanish Cities
López, J. G., Sisto, R., del Álamo, J. B., de Juanes, Á., Lumbreras, J., & Mataix, C. (2021) · Sustainability · doi:10.3390/su13116487 · Cited by 12 · see citing works
Двуліт, З., Maznyk, L., Horbal, N., Brych, L., Skrzypek-Ahmed, S., Szymoniuk, B., & Dluhopolska, T. (2024) · Sustainability · doi:10.3390/su16229946 · Cited by 11 · see citing works
Sustainable Development and Canada’s Transitioning Energy Systems
Benson, M., Boda, C. S., Das, R. R., King, L., & Park, C. (2022) · Sustainability · doi:10.3390/su14042213 · Cited by 10 · see citing works
Wang, T., Daojing, Z. H. O. U., & Fan, J. (2024) · Regional Sustainability · doi:10.1016/j.regsus.2024.03.002 · Cited by 9 · see citing works
Sustainable visions: unsupervised machine learning insights on global development goals
García-Rodríguez, A., Núñez, M., Robles, M., Govezensky, T., Barrio, R. A., Gershenson, C., Kaski, K. K., & Tagüeña-Martı́nez, J. (2025) · PLoS ONE · doi:10.1371/journal.pone.0317412 · Cited by 9 · see citing works
Carlsen, H., Weitz, N., Petrova, K., & Kemp-Benedict, E. J. (2024) · Sustainable Development · doi:10.1002/sd.2929 · Cited by 8 · see citing works
Self-citationNi'mah, I., Rokhim, A., & Musari, K. (2024) · Journal of Islamic Economics Lariba · doi:10.20885/jielariba.vol10.iss1.art22 · Cited by 8 · see citing works
The Priority Implementation of the Sustainable Development Goals in Underdeveloped Mountain Regions
Miao, J., Song, X., Zhong, F., Gao, F., Huang, C., & Zhao, X. (2024) · Sustainable Development · doi:10.1002/sd.3297 · Cited by 12 · see citing works
The Prioritization of the SDGs: Analysis of European Policies in Favor of Gender Equality
Strologo, A. D., D’Andrassi, E., & Ventimiglia, F. (2023) · SIDREA series in accounting and business administration · doi:10.1007/978-3-031-21932-0_16 · Cited by 8 · see citing works
Urban Development and Sustainable Energy in EU Countries
Bąk, I. D., & Sompolska‐Rzechuła, A. (2024) · Sustainability · doi:10.3390/su16146107 · Cited by 8 · see citing works
One hundred priority questions for the development of sustainable food systems in sub-Saharan AfricaPreprint
Devenish, A. J. M., Abdi, N., Adanu, S. K., Adolph, B., Al-Zu’bi, M., Amali, A., Barron, J., Chapman, A. S. A., Chausson, A. M., Chibesa, M., et al. (2023) · doi:10.22541/au.169419355.58766387/v1 · Cited by 8 · see citing works
Feucht, V., Dierkes, P. W., & Kleespies, M. W. (2024) · Sustainable Development · doi:10.1002/sd.3278 · Cited by 7 · see citing works
One Hundred Priority Questions for the Development of Sustainable Food Systems in Sub-Saharan Africa
Devenish, A. J. M., Schmitter, P., Jellason, N. P., Esmail, N., Abdi, N., Adanu, S. K., Adolph, B., Al-Zu’bi, M., Amali, A. A., Barron, J., et al. (2023) · Land · doi:10.3390/land12101879 · Cited by 7 · see citing works
Küfeoğlu, S. (2022) · Sustainable development goals series · doi:10.1007/978-3-031-07127-0_12 · Cited by 6 · see citing works
Ferreira, M. I. P., Sakaki, G., Shaw, P., Nacif, T., & dos Santos, L. F. U. (2023) · Sustainability · doi:10.3390/su152014898 · Cited by 6 · see citing works
Zhou, T., Huang, C., Zhong, F., Song, X., Hou, J., & Zhang, Y. (2025) · Environmental Impact Assessment Review · doi:10.1016/j.eiar.2025.108246 · Cited by 5 · see citing works
Lebel, J., Sveinsdóttir, A. G., Kaltenborn, B. P., & Hovelsrud, G. K. (2025) · Sustainable Development · doi:10.1002/sd.70282 · Cited by 4 · see citing works
UN peacekeeping presence and local food security outcomes
Bromley, S. L., & von Uexkull, N. (2024) · Conflict Management and Peace Science · doi:10.1177/07388942241237727 · Cited by 4 · see citing works
Funk, C., Tönjes, E., Teuber, R., & Breuer, L. (2024) · PLoS ONE · doi:10.1371/journal.pone.0307886 · Cited by 4 · see citing works
Spatial Distribution of SDGs Accomplished Under MGNREGA Beyond SDG1
Gupta, S., Anand, S., Thanmai, P. L., Reddy, K. M., & Ravisankar, T. (2021) · International Journal of Rural Management · doi:10.1177/09730052211037108 · Cited by 4 · see citing works
Digital Frontiers in Islamic Finance Advancing SDGs Through Maqasid and Maslahah
Othman, K., Wahab, M. Z. H., & Saufi, M. S. A. M. (2024) · Advances in finance, accounting, and economics book series · doi:10.4018/979-8-3693-5653-1.ch001 · Cited by 3 · see citing works
Carvajal, J., Sucozhañay, A., Célleri, R., & Timbe, L. (2025) · Sustainability · doi:10.3390/su17219548 · Cited by 3 · see citing works
Mugeni, M. M., & Djenontin, I. N. S. (2025) · Climate and Development · doi:10.1080/17565529.2025.2590719 · Cited by 3 · see citing works
Toward an SDG‐Based Typology for US Nonprofits
Meier, D. S., & Searing, E. A. M. (2025) · Business Strategy and the Environment · doi:10.1002/bse.70419 · Cited by 3 · see citing works
Sustainable Development and the Circular Economy: Concepts, Progress and Prospects
Eduljee, G. H. (2023) · Royal Society of Chemistry eBooks · doi:10.1039/9781837671984-00029 · Cited by 3 · see citing works
Lu, Y. B., Laffan, S. W., & Pettit, C. J. (2024) · Transactions in GIS · doi:10.1111/tgis.13198 · Cited by 3 · see citing works
Sato, I. (2025) · Sustainability · doi:10.3390/su17157076 · Cited by 3 · see citing works
The role of the State in the 2030 Agenda
Prego, F. D. L. C. (2023) · Revista de Economía Mundial · doi:10.33776/rem.vi63.7149 · Cited by 3 · see citing works
Assessing risks and opportunities for tropical forests in the face of sustainable development
Carr, J., Spracklen, D. V., Brasington, D., Canosa, I. V., Fagundes, L., Messina, T., & Sallu, S. M. (2023) · PLOS Sustainability and Transformation · doi:10.1371/journal.pstr.0000060 · Cited by 2 · see citing works
Galeotti, M., D’Andrassi, E., Savio, R., & Ventimiglia, F. (2024) · Corporate Ownership and Control · doi:10.22495/cocv21i4art10 · Cited by 2 · see citing works
Sota, R., & Venghaus, S. (2026) · Energy Sustainability and Society · doi:10.1186/s13705-026-00572-0 · Cited by 2 · see citing works
Environmental Education for Sustainable Development: Working for Fundamental Rights
Vasconcelos, M. L., & Vasconcelos, C. (2022) · Integrated science · doi:10.1007/978-3-030-91843-9_4 · Cited by 3 · see citing works
Simão, M. S., Dagnese, L. L., Ribeiro, E., Martins, M. A. I., Green, V., & Tomaz, K. D. (2022) · IEEE Sustainable Power and Energy Conference (iSPEC) · doi:10.1109/ispec54162.2022.10032985 · Cited by 2 · see citing works
Петленко, Ю. В., & Pylypchuk, V. (2022) · Black Sea Economic Studies · doi:10.32782/bses.78-17 · Cited by 2 · see citing works
Du, S., & Yang, J. (2025) · Sustainability · doi:10.3390/su17219609 · Cited by 1 · see citing works
Challenges of the SDGs performance of Türkiye “An Evenness and Income Trend Evaluation”
Tahsin, E. (2025) · Asia-Pacific Journal of Regional Science · doi:10.1007/s41685-025-00406-5 · Cited by 1 · see citing works
Kirwa, A. J., Karlsson‐Vinkhuyzen, S., Crane, T. A., & Dewulf, A. R. P. J. (2026) · Sustainable Development · doi:10.1002/sd.70792 · Cited by 1 · see citing works
Mohamed, A. A., Al-Thani, A. A., Al-Marri, A., Al-Hajri, D., Al-Mansoori, H., Eletreby, J., Aldossari, M., Al-Thani, N., & Hahladakis, J. Ν. (2026) · Circular Economy and Sustainability · doi:10.1007/s43615-026-00948-6 · Cited by 1 · see citing works
Miljand, M., & Wanner, M. S. T. (2026) · International Environmental Agreements Politics Law and Economics · doi:10.1007/s10784-026-09721-4 · Cited by 1 · see citing works
Божья-Воля, А., Третьякова, Е., & Бартов, О. (2023) · Public Administration Issues · doi:10.17323/1999-5431-2023-0-5-130-146 · Cited by 1 · see citing works
Innovation dynamics in multi-scalar systems of cities
Raimbault, J., & Pumain, D. (2023) · Conference on Artificial Life (ALIFE) · doi:10.1162/isal_a_00702 · Cited by 1 · see citing works
Santosa, E. B., Dinan, R., & Lion, J. (2023) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/1218/1/012006 · Cited by 1 · see citing works
Assessing the interrelationships among SDG 6-related indicators using explainable machine learning
TANABE, H., Elsamadony, M., Dwinandha, D., & Fujii, M. (2022) · Journal of Japan Society of Civil Engineers Ser G (Environmental Research) · doi:10.2208/jscejer.78.7_iii_81
Interlinkages and interactions among the Sustainable Development Goals
Swain, R. B., & Min, Y. (2023) · Edward Elgar Publishing eBooks · doi:10.4337/9781803924946.00006
Interactions Among the SDGs and Integrated Evaluations
Guo, H. (2024) · Sustainable development goals series · doi:10.1007/978-981-97-4231-8_9
Sota, R., & Venghaus, S. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5069387
Exploring Social Risks in the European Union Based on SDGs, Composite Indicators, and PCA
Pernici, A., & Stelian Stancu, A. (2025) · Springer proceedings in business and economics · doi:10.1007/978-3-031-78179-7_14
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Moletsane, N. (2026) · Development in Practice · doi:10.1080/09614524.2026.2656872
Smith, O. (2026) · Unveiling seven continents yearbook journal · doi:10.65326/u7y.specsdg10011
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- Authors
- Hegre, H., Petrova, K., & von Uexkull, N.
- Affiliations
- Uppsala University (SE)
- Department of Peace and Conflict Research, Uppsala University, Box 514, 751 20 Uppsala, Sweden
- Corresponding author
- Hegre, Håvard
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2020-10-21
- Volume
- 12
- Issue
- 20
- Pages
- 8729
- ISSN
- 2071-1050 (ISSN-L)
- OpenAlex
- W3093674003
- Cited by
- 82
- References
- 41
- Citations by year
- 2026: 10 · 2025: 16 · 2024: 17 · 2023: 19 · 2022: 12 · 2021: 7 · 2020: 1
- FWCI
- 11.50
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Sustainability (publishedVersion, cc-by)
- KOPS (University of Konstanz) (submittedVersion, cc-by)
- KTH Publication Database DiVA (KTH Royal Institute of Technology) (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Reseach Council of Norway (268135)
- European Research Council (694640)
- MISTRA Geopolitics (-)
- Topics
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Sustainable Development and Environmental Policy
- Social Sciences › Sociology and Political Science › Human Rights and Development
- Social Sciences › Sociology and Political Science › Quality of Life Measurement
- Keywords
- Sustainable Development Goals, SDG interactions, synergistic effect, trade-offs, principal component analysis, SDG indicators, goal compatibility, inequality reduction
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