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Revisiting the sustainability science research agenda.

Identifying research gaps and priorities is paramount to advance sustainability science and contribute to a sustainable future. This editorial contributes to this effort by contemplating the sustainability science research agenda and aligning it with recent changes in global dynamics. Drawing on consultations with the editorial board members of the Sustainability Science journal and a review of relevant literature, we identified 12 key research topics. These topics are interpreted within a strategic framework encompassing three key themes: (1) goals that drive sustainability science, (2) approaches to attain these goals, and (3) tools to advance sustainability science research. In so doing, this editorial emphasizes a sustainable development agenda extending beyond 2030, fostering equity and justice, and tackling issues related to power dynamics and geopolitical conflicts. It underscores the significance of research approaches to attaining sustainability goals, in particular, theorizing, coproduction of knowledge and action, attaining clarity in conceptual descriptions, and developing systems-oriented analytical frameworks. Additionally, it highlights the value of place-based approaches, learning from significant systemic shocks, and nurturing inner transformations. It also underlines the need to explore emerging technologies and data-intensive methodologies as a tool to address sustainability concerns. The systematic contemplation of the sustainability science research agenda presented in this editorial piece aims to invoke further discussion among researchers and practitioners about a fresh and relevant agenda that promotes the sustainable integration of nature and society.

Full list of authors:

Mesfin Sahle ,  Shruti Ashish Lahoti ,  So-Young Lee ,  Katja Brundiers ,  Carena J. van Riper ,  Christian Pohl ,  Herlin Chien ,  Iris C. Bohnet ,  Noé Aguilar-Rivera ,  Peter Edwards ,  Prajal Pradhan ,  Tobias Plieninger ,  Wiebren Johannes Boonstra ,  Alexander G. Flor ,  Annamaria Di Fabio ,  Arnim Scheidel ,  Chris Gordon ,  David J. Abson ,  Erik Andersson ,  Federico Demaria ,  Jasper O. Kenter ,  Jeremy Brooks ,  Joanne Kauffman ,  Maike Hamann ,  Martin Graziano ,  Nidhi Nagabhatla ,  Nobuo Mimura ,  Nora Fagerholm ,  Patrick O’Farrell ,  Osamu Saito  &  Kazuhiko Takeuchi  

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Towards an Agenda for Sustainable Development Research

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This final chapter serves as a call to action for the academic and research communities to engage in impactful, interdisciplinary work that contributes to the global sustainable development agenda. By aligning research efforts with the needs of society and the planet, we can make significant strides towards a more sustainable and prosperous world.

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Adenle AA, Wedig K, Azadi H (2019) Sustainable agriculture and food security in Africa: the role of innovative technologies and international organizations. Technol Soc 58:101143. https://doi.org/10.1016/j.techsoc.2019.05.007

Article   Google Scholar  

Ajulor OV (2018) The challenges of policy implementation in Africa and sustainable development goals . Int J Soc Sci 3(3):1497–1518. https://doi.org/10.20319/pijss.2018.33.14971518

Al-Emran M, Griffy-Brown C (2023) The role of technology adoption in sustainable development: overview, opportunities, challenges, and future research agendas. Technol Soc 102240. https://doi.org/10.1016/j.techsoc.2023.102240

Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO 2 emissions? Energy Policy 113:356–367. https://doi.org/10.1016/j.enpol.2017.10.050

Bradu P, Biswas A, Nair C, Sreevalsakumar S, Patil M, Kannampuzha S, Mukherjee AG, Wanjari UR, Renu K, Vellingiri B (2023) Recent advances in green technology and Industrial Revolution 4.0 for a sustainable future. Environ Sci Pollut Res 30(60):124488–124519. https://doi.org/10.1007/s11356-022-20024-4

Campuzano LR, Hincapié Llanos GA, Zartha Sossa JW, Orozco Mendoza GL, Palacio JC, Herrera M (2023) Barriers to the adoption of innovations for sustainable development in the agricultural sector—systematic literature review (SLR). Sustainability 15(5):4374. https://doi.org/10.3390/su15054374

Cebrián G, Junyent M, Mulà I (2020) Competencies in education for sustainable development: emerging teaching and research developments. In: vol 12. MDPI, pp 579

Google Scholar  

Cebrián G, Junyent M, Mulà I (2021) Current practices and future pathways towards competencies in education for sustainable development. In: vol 13. MDPI, pp 8733

Clark R, Reed J, Sunderland T (2018) Bridging funding gaps for climate and sustainable development: pitfalls, progress and potential of private finance. Land Use Policy 71:335–346. https://doi.org/10.1016/j.landusepol.2017.12.013

Confraria H, Ciarli T, Noyons E (2024) Countries’ research priorities in relation to the sustainable development goals. Res Policy 53(3):104950. https://doi.org/10.1016/j.respol.2023.104950

Dalirazar S, Sabzi Z (2022) Barriers to sustainable development: Critical social factors influencing the sustainable building development based on Swedish experts’ perspectives. Sustain Dev 30(6):1963–1974. https://doi.org/10.1002/sd.2362

de Albuquerque JP, Anderson L, Calvillo N, Coaffee J, Cunha MA, Degrossi LC, Dolif G, Horita F, Klonner C, Lima-Silva F (2021) The role of data in transformations to sustainability: a critical research agenda. Curr Opin Environ Sustain 49:153–163. https://doi.org/10.1016/j.cosust.2021.06.009

Debrah JK, Vidal DG, Dinis MAP (2021) Raising awareness on solid waste management through formal education for sustainability: a developing countries evidence review. Recycling 6(1):6. https://doi.org/10.3390/recycling6010006

Ferreira B, Iten M, Silva RG (2020) Monitoring sustainable development by means of earth observation data and machine learning: a review. Environ Sci Eur 32(1):1–17. https://doi.org/10.1186/s12302-020-00397-4

Florini A, Pauli M (2018) Collaborative governance for the sustainable development goals. Asia the Pac Policy Stud 5(3):583–598. https://doi.org/10.1002/app5.252Cita

Freeth R, Caniglia G (2020) Learning to collaborate while collaborating: advancing interdisciplinary sustainability research. Sustain Sci 15(1):247–261. https://doi.org/10.1007/s11625-019-00701-z

Glavič P (2020) Identifying key issues of education for sustainable development. Sustainability 12(16):6500. https://doi.org/10.3390/su12166500

Haessler P (2020) Strategic decisions between short-term profit and sustainability. Adm Sci 10(3):63. https://doi.org/10.3390/admsci10030063

Hafner S, Speich M, Bischofberger P, Ulli-Beer S (2022) Governing industry decarbonisation: Policy implications from a firm perspective. J Clean Prod 375:133884. https://doi.org/10.1016/j.jclepro.2022.133884

Hanna E, Comín FA (2021) Urban green infrastructure and sustainable development: a review. Sustainability 13(20):11498. https://doi.org/10.3390/su132011498

Haque F, Ntim CG (2018) Environmental policy, sustainable development, governance mechanisms and environmental performance. Bus Strateg Environ 27(3):415–435. https://doi.org/10.1002/bse.2007

Helbig C, Kolotzek C, Thorenz A, Reller A, Tuma A, Schafnitzel M, Krohns S (2017) Benefits of resource strategy for sustainable materials research and development. Sustain Mater Technol 12:1–8. https://doi.org/10.1016/j.susmat.2017.01.004

Article   CAS   Google Scholar  

Krings A, Schusler TM (2020) Equity in sustainable development: Community responses to environmental gentrification. Int J Soc Welf 29(4):321–334. https://doi.org/10.1111/ijsw.12425

Lazar N, Chithra K (2022) Role of culture in sustainable development and sustainable built environment: a review. Environ Dev Sustain 24(5):5991–6031. https://doi.org/10.1007/s10668-021-01691-8

Leal Filho W, Azeiteiro U, Alves F, Pace P, Mifsud M, Brandli L, Caeiro SS, Disterheft A (2018) Reinvigorating the sustainable development research agenda: the role of the sustainable development goals (SDG). Int J Sust Dev World 25(2):131–142. https://doi.org/10.1080/13504509.2017.1342103

Liu Z, Yu C, Qian QK, Huang R, You K, Visscher H, Zhang G (2023) Incentive initiatives on energy-efficient renovation of existing buildings towards carbon-neutral blueprints in China: advancements, challenges and perspectives. Energy Build 113343. https://doi.org/10.1016/j.enbuild.2023.113343

Manolis EN, Manoli EN (2021) Raising awareness of the sustainable development goals through ecological projects in higher education. J Clean Prod 279:123614. https://doi.org/10.1016/j.jclepro.2020.123614

Masuda H, Kawakubo S, Okitasari M, Morita K (2022) Exploring the role of local governments as intermediaries to facilitate partnerships for the sustainable development goals. Sustain Cities Soc 82:103883. https://doi.org/10.1016/j.scs.2022.103883

McCormick K, Neij L, Mont O, Ryan C, Rodhe H, Orsato R (2016) Advancing sustainable solutions: an interdisciplinary and collaborative research agenda. In: vol 123. Elsevier, pp 1–4

Nanda S, Berruti F (2021) Municipal solid waste management and landfilling technologies: a review. Environ Chem Lett 19(2):1433–1456. https://doi.org/10.1007/s10311-020-01100-y

O’Neill M (2020) Increasing community engagement in collective impact approaches to advance social change. Community Dev 51(1):17–35. https://doi.org/10.1080/15575330.2020.1714684

Østergaard PA, Duic N, Noorollahi Y, Mikulcic H, Kalogirou S (2020) Sustainable development using renewable energy technology. In: vol 146. Elsevier, pp 2430–2437

Paramati SR, Shahzad U, Doğan B (2022) The role of environmental technology for energy demand and energy efficiency: evidence from OECD countries. Renew Sustain Energy Rev 153:111735. https://doi.org/10.1016/j.rser.2021.111735

Piñeiro V, Arias J, Dürr J, Elverdin P, Ibáñez AM, Kinengyere A, Opazo CM, Owoo N, Page JR, Prager SD (2020) A scoping review on incentives for adoption of sustainable agricultural practices and their outcomes. Nat Sustain 3(10):809–820. https://doi.org/10.1038/s41893-020-00617-y

Pineo H (2022) Towards healthy urbanism: inclusive, equitable and sustainable (THRIVES)–an urban design and planning framework from theory to praxis. Cities Health 6(5):974–992. https://doi.org/10.1080/23748834.2020.1769527

Pot AM, Briggs AM, Beard JR (2018) The sustainable development agenda needs to include long-term care. J Am Med Dir Assoc 19(9):725–727. https://doi.org/10.1016/j.jamda.2018.04.009

Quan Y, Wu H, Li S, Ying SX (2018) Firm sustainable development and stakeholder engagement: The role of government support. Bus Strateg Environ 27(8):1145–1158. https://doi.org/10.1002/bse.2057

Rana A, Sadiq R, Alam MS, Karunathilake H, Hewage K (2021) Evaluation of financial incentives for green buildings in Canadian landscape. Renew Sustain Energy Rev 135:110199. https://doi.org/10.1016/j.rser.2020.110199

Secundo G, Ndou V, Del Vecchio P, De Pascale G (2020) Sustainable development, intellectual capital and technology policies: a structured literature review and future research agenda. Technol Forecast Soc Chang 153:119917. https://doi.org/10.1016/j.techfore.2020.119917

Sergi BS, Popkova EG, Borzenko KV, Przhedetskaya NV (2019) Public–private partnerships as a mechanism of financing sustainable development. Financ Sustain Dev Key Challenges Prospects 313–339. https://doi.org/10.1007/978-3-030-16522-2_13

Shava GN, Mkwelie N, Ndlovu MJ, Zulu E (2023) Higher education institutions’ sustainable development towards agenda 2030: a global goals in policy and curriculum. Int J Res Innovat Soc Sci 7 (4):1320–1336. https://doi.org/10.47772/IJRISS.2023.7510

Sousa M, Almeida MF, Calili R (2021) Multiple criteria decision making for the achievement of the UN sustainable development goals: a systematic literature review and a research agenda. Sustainability 13(8):4129. https://doi.org/10.3390/su13084129

Stock P, Burton RJ (2011) Defining terms for integrated (multi-inter-trans-disciplinary) sustainability research. Sustainability 3(8):1090–1113. https://doi.org/10.3390/su3081090

Teng MJ, Wu SY, Chou SJH (2014) Environmental commitment and economic performance–short-term pain for long-term gain. Environ Policy Gov 24(1):16–27. https://doi.org/10.1002/eet.1634

Tseng M-L, Tran TPT, Ha HM, Bui T-D, Lim MK (2021) Sustainable industrial and operation engineering trends and challenges Toward Industry 4.0: A data driven analysis. J Ind Prod Eng 38 (8):581–598. https://doi.org/10.1080/21681015.2021.1950227

Wu M, Lv G, Qiao L, Roth RE, Zhu A-X (2024) Green cartography: a research agenda towards sustainable development. Annf GIS 1-20. https://doi.org/10.1080/19475683.2024.2305321

Zelenika I, Pearce JM (2014) Innovation through collaboration: scaling up solutions for sustainable development. Environ Dev Sustain 16:1299–1316. https://doi.org/10.1007/s10668-014-9528-7

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Leal Filho, W. (2024). Towards an Agenda for Sustainable Development Research. In: Leal Filho, W., Salvia, A.L., Portela de Vasconcelos, C.R. (eds) An Agenda for Sustainable Development Research. World Sustainability Series. Springer, Cham. https://doi.org/10.1007/978-3-031-65909-6_41

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Impact of the Sustainable Development Goals on the academic research agenda. A scientometric analysis

Antonio Sianes

Alejandro vega-muñoz, pilar tirado-valencia, antonio ariza-montes.

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Competing Interests: The authors have declared that no competing interests exist.

* E-mail: [email protected]

Received 2021 Sep 10; Accepted 2022 Mar 1; Collection date 2022.

This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Today, global challenges such as poverty, inequality, and sustainability are at the core of the academic debate. This centrality has only increased since the transition from the Millennium Development Goals (MDGs) to the Sustainable Development Goals (SDGs), whose scope is to shift the world on to a path of resilience focused on promoting sustainable development. The main purpose of this paper is to develop a critical yet comprehensive scientometric analysis of the global academic production on the SDGs, from its approval in 2015 to 2020, conducted using Web of Science (WoS) database. Despite it being a relatively short period of time, scholars have published more than five thousand research papers in the matter, mainly in the fields of green and sustainable sciences. The attained results show how prolific authors and schools of knowledge are emerging, as key topics such as climate change, health and the burden diseases, or the global governance of these issues. However, deeper analyses also show how research gaps exist, persist and, in some cases, are widening. Greater understanding of this body of research is needed, to further strengthen evidence-based policies able to support the implementation of the 2030 Agenda and the achievement of the SDGs.

1. Introduction

1.1. from the millennium agenda to the 2030 agenda and the sustainable development goals (sdgs).

To track the origins of the 2030 Agenda for Sustainable Development, we must recall the Millennium Agenda, which was the first global plan focused on fighting poverty and its more extreme consequences [ 1 ]. Approved in 2000, its guiding principle was that northern countries should contribute to the development of southern states via Official Development Assistance (ODA) flows. The commitment was to reach 0.7% of donors’ gross domestic product [ 2 ] to reduce poverty by half by 2015. The relative failure to reach this goal and the consolidation of a discourse of segregation between northern and southern countries [ 3 ] opened the door to strong criticism of the Millennium Agenda. Therefore, as 2015 approached, there were widespread calls for a profound reformulation of the system [ 4 ].

The world in 2015 was very different from that in the early 2000s. Globalization had reached every corner of the world, generating development convergence between countries but increasing inequalities within countries [ 5 , 6 ]. Increasing interest in the environmental crisis and other global challenges, such as the relocation of work and migration flows, consolidated a new approach to development and the need of a more encompassed agenda [ 7 ]. This new agenda was conceived after an integrating process that involved representatives from governments, cooperation agencies, nongovernmental organisations, global business, and academia. The willingness of the 2030 Agenda to ‘leave no one behind’ relies on this unprecedented global commitment by the international community [ 8 ].

As a result of this process, in 2015, the United Nations General Assembly formally adopted the document “Transforming our World: the 2030 Agenda for Sustainable Development” [ 9 ], later known as the 2030 Agenda. This new global agenda is an all-comprising strategy that seeks to inform and orient public policies and private interventions in an extensive range of fields, from climate change to smart cities and from labour markets to birth mortality, among many others.

The declared scope of the Agenda is to shift the world on to a path of resilience focused on promoting sustainable development. To do so, the 2030 Agenda operates under the guidance of five principles, formally known as the ‘5 Ps’: people, planet, prosperity, peace, and partnerships [ 10 ]. With these pivotal concepts in mind, the Agenda has established a total of 17 Sustainable Development Goals (SDGs) and 169 specific targets to be pursued in a 15-year period, which reflects the scale and profound ambition of this new Agenda.

The SDGs do not only address what rich countries should do for the poor but rather what all countries should do together for the global well-being of this and future generations [ 4 ]. Thus, the SDGs cover a much broader range of issues than their predecessors, the Millennium Development Goals [ 11 ], and are intended to be universal on the guidance towards a new paradigm of sustainable development that the international community has been demanding since the 1992 Earth Summit [ 7 , 12 , 13 ].

Despite this potential, some criticise their vagueness, weakness, and unambitious character. Fukuda-Parr [ 14 ], see weaknesses on the simplicity of the SDGs, which can lead to a very narrow conception that reduces the integral concept of development. The issue of measurement is also problematic; for some researchers, the quantification of objectives not only reduces their complexity, but leads to them being carried out without considering the interdependencies between the objectives [ 12 , 13 ]. Other authors have identified difficulties associated with specifying some of the less visible, intangible aspects of their qualitative nature such as inclusive development and green growth [ 14 , 15 ]. Finally, Stafford-Smith et al. [ 16 ] state that their successful implementation also requires paying greater attention to the links across sectors, across societal actors and between and among low-, medium-, and high-income countries.

Despite these criticisms, the SDGs have undoubtedly become the framework for what the Brundtland report defined as our common future. Unlike conventional development agendas that focus on a restricted set of dimensions, the SDGs provide a holistic and multidimensional view of development [ 17 ]. In this line, Le Blanc [ 12 ] concludes that the SDGs constitute a system with a global perspective; because they consider the synergies and trade-offs between the different issues involved in sustainable development, and favour comprehensive thinking and policies.

1.2. Towards a categorization of the SDGs

There is an underlying lack of unanimity in the interpretation of the SDGs, which has given rise to alternative approaches that allow categorizing the issues involved in their achievement without losing sight of the integral vision of sustainable development [ 15 , 18 – 23 ]. However, such categorization of the SDGs makes it possible to approach them in a more holistic and integrated way, focusing on the issues that underlie sustainable development and on trying to elucidate their connections.

Among the many systematization proposals, and following the contributions of Hajer et al. [ 19 ], four connected perspectives can strengthen the universal relevance of the SDGs: a) ‘planetary boundaries’ that emphasize the urgency of addressing environmental concerns and calling on governments to take responsibility for global public goods; b) ‘The safe and just operating space’ to highlight the interconnectedness of social and environmental issues and their consequences for the redistribution of wealth and human well-being; c) ‘The energetic society’ that avoids the plundering of energy resources; and d) ‘green competition’ to stimulate innovation and new business practices that limit the consumption of resources.

Planetary boundaries demand international policies that coordinate efforts to avoid overexploitation of the planet [ 24 ]. Issues such as land degradation, deforestation, biodiversity loss and natural resource overexploitation exacerbate poverty and deepen inequalities [ 21 , 25 – 27 ]. These problems are further compounded by the increasing impacts of climate change with clear ramifications for natural systems and societies around the globe [ 21 , 28 ].

A safe and just operating space implies social inclusivity that ensures equity principles for sharing opportunities for development [ 15 , 29 ]. Furthermore, it requires providing equitable access to effective and high-quality preventive and curative care that reduces global health inequalities [ 30 , 31 ] and promotes human well-being. Studies such as that of Kruk et al. [ 32 ] analyse the reforms needed in health systems to reduce mortality and the systemic changes necessary for high-quality care.

An energetic society demands global, regional and local production and consumption patterns as demands for energy and natural resources continue to increase, providing challenges and opportunities for poverty reduction, economic development, sustainability and social cohesion [ 21 ].

Finally, green competition establishes limits to the consumption of resources, engaging both consumers and companies [ 22 ] and redefining the relationship between firms and their suppliers in the supply chain [ 33 ]. These limits must also be introduced into life in cities, fostering a new urban agenda [ 34 , 35 ]. Poor access to opportunities and services offered by urban centres (a function of distance, transport infrastructure and spatial distribution) is a major barrier to improved livelihoods and overall development [ 36 ].

The diversification of development issues has opened the door to a wide range of new realities that must be studied under the guiding principles of the SDGs, which involve scholars from all disciplines. As Saric et al. [ 37 ] claimed, a shift in academic research is needed to contribute to the achievement of the 2030 Agenda. The identification of critical pathways to success based on sound research is needed to inform a whole new set of policies and interventions aimed at rendering the SDGs both possible and feasible [ 38 ].

1.3. The relevance and impact of the SDGs on academic research

In the barely five years since their approval, the SDGs have proven the ability to mobilize the scientific community and offer an opportunity for researchers to bring interdisciplinary knowledge to facilitate the successful implementation of the 2030 Agenda [ 21 ]. The holistic vision of development considered in the SDGs has impacted very diverse fields of knowledge, such as land degradation processes [ 25 , 26 ], health [ 39 ], energy [ 40 ] and tourism [ 41 ], as well as a priori further disciplines such as earth observation [ 42 ] and neurosurgery [ 43 ]. However, more importantly, the inevitable interdependencies, conflicts and linkages between the different SDGs have also emerged in the analyses, highlighting ideas such as the need for systemic thinking that considers the spatial and temporal connectivity of the SDGs, which calls for multidisciplinary knowledge. According to Le Blanc [ 12 ], the identification of the systemic links between the objectives can be a valuable undertaking for the scientific community in the coming years and sustainable development.

Following this line, several scientific studies have tried to model the relationships between the SDGs in an attempt to clarify the synergies between the objectives, demonstrating their holistic nature [ 12 , 17 , 20 , 44 , 45 ]. This knowledge of interdependencies can bring out difficulties and risks, or conversely the drivers, in the implementation of the SDGs, which will facilitate their achievement [ 22 ]. In addition, it will allow proposing more transformative strategies to implement the SDG agenda, since it favours an overall vision that is opposed to the false illusion that global problems can be approached in isolation [ 19 ].

The lack of prioritisation of the SDGs has been one of the issues raised regarding their weakness, which should also be addressed by academics. For example, Gupta and Vegelin [ 15 ] analyse the dangers of inclusive development prioritising economic issues, relegating social or ecological inclusivity to the background, or the relational aspects of inclusivity that guarantee the existence of laws, policies and global rules that favour equal opportunities. Holden et al. [ 46 ] suggest that this prioritisation should be established according to three moral criteria: the satisfaction of human needs, social equity and respect for environmental limits. These principles must be based on ethical values that, according to Burford et al. [ 47 ], constitute the missing pillar of sustainability. In this way, the ethical imperatives of the SDGs and the values implicit in the discourses on sustainable development open up new possibilities for transdisciplinary research in the social sciences [ 46 , 47 ].

Research on SDG indicators has also been relevant in the academic world, as they offer an opportunity to replace conventional progress metrics such as gross domestic product (GDP) with other metrics more consistent with the current paradigm of development and social welfare that takes into account such aspects as gender equality, urban resilience and governance [ 20 , 48 ].

The study of the role of certain development agents, including companies, universities or supranational organisations, also opens up new areas of investigation for researchers. Some studies have shown the enthusiastic acceptance of the SDGs by companies [ 22 , 49 ]. For Bebbington and Unerman [ 50 ], the study of the role of organisations in achieving the SDGs should be centred around three issues: challenging definitions of entity boundaries to understand their full impacts, introducing new conceptual frameworks for analysis of the context within which organisations operate and re-examining the conceptual basis of justice, responsibility and accountability. On the other hand, the academic community has recognized that knowledge and education are two basic pillars for the transition towards sustainable development, so it may also be relevant to study the responsibility of higher education in achieving the SDGs [ 47 , 50 ]. Institutional sustainability and governance processes are issues that should be addressed in greater depth through research [ 47 ].

Finally, some authors have highlighted the role of information technologies (ICT) in achieving the SDGs [ 23 ] and their role in addressing inequality or vulnerability to processes such as financial exclusion [ 51 ], which opens up new avenues for research.

Despite this huge impact of the SDGs on academic research, to the best of our knowledge, an overall analysis of such an impact to understand its profoundness and capillarity is missing in the literature. To date, reviews have focused on the implementation of specific SDGs [ 52 – 61 ], on specific topics and collectives [ 62 – 70 ], on traditional fields of knowledge, now reconsidered in light of the SDGs [ 71 – 73 ] and on contributions from specific regions or countries [ 74 , 75 ]. By relying on scientometric techniques and data mining analyses, this paper collects and analyses the more than 5,000 papers published on the SDGs to pursue this challenging goal and fill this knowledge gap.

This article aims to provide a critical review of the scientific research on SDGs, a concept that has emerged based on multiple streams of thinking and has begun to be consolidated as of 2015. As such, global references on this topic are identified and highlighted to manage pre-existing knowledge to understand relationships among researchers and with SDG dimensions to enhance the presently dispersed understanding of this subject and its areas of further development. A scientometric meta-analysis of publications on SDGs is conducted to achieve this objective. Mainstream journals from the Web of Science (WoS) are used to identify current topics, the most involved journals, the most prolific authors, and the thematic areas around which the current academic SDG debate revolves.

Once Section 1 has revised on the related literature to accomplish the main objective, Section 2 presents the research methodology. Section 3 presents the main results obtained, and Section 4 critically discusses these results. The conclusion and the main limitations of the study are presented in Section 5.

2. Materials and methods

In methodological terms, this research applies scientometrics as a meta-analytical means to study the evolution of documented scientific knowledge on the Sustainable Development Goals [ 76 – 81 ], taking as a secondary source of information academic contributions (i.e. articles, reviews, editorials, etc.) indexed in the Web of Science (WoS). To ensure that only peer-reviewed contributions authored by individual researchers are retrieved and that such publications have a worldwide prestige assessment, all of them should be published on journals indexed in the Journal Citation Report (JCR), either as part of the Sciences Citation Index Expanded or the Social Sciences Citation Index [ 82 – 84 ].

Following the recommendations of previous studies [ 85 ], it was decided to apply the next search vector from 2015 to 2020 to achieve the research objectives TS = (Sustainable NEAR/0 Development NEAR/0 Goals), which allows the extraction of data with 67 fields for each article registered in WoS.

As the first step, to give meaning to subsequent analyses, we tested the presence of exponential growth in the production of documented knowledge that allows a continuous renewal of knowledge [ 76 , 86 ].

As a second action, given the recent nature of the subject studied, it is of interest to map the playing field [ 87 ] using VOSviewer software version 1.6.16 [ 88 ], to know which topics are most addressed in the matter of SDGs. This analysis seeks an approach, both through the concentration of Keyword Plus® [ 89 ] and by analysing the references used as input in the production of knowledge, which can be treated as cocitations, coupling-citations and cross-citations [ 90 ], using the h-index, in citation terms, as discriminant criteria in the selection of articles [ 91 – 93 ]. This methodology will allow us to establish production, impact and relationship metrics [ 80 , 85 , 87 , 94 , 95 ].

Finally, it is of interest to explore the possible concentrations that may arise. Using Lotka’s Law, we estimated the possible prolific authors and their areas of work in SDGs, and using Bradford’s Law, we conducted a search of a possible adjustment to a geometric series of the concentration zones of journals and therefore a potential nucleus where a profuse discussion on SDGs is taking place [ 96 – 100 ].

3.1. Configuration of the academic production on SDGs

The results present a total of 5,281 articles for a period of six years (2015–2020) in 1,135 journals, with over 60% of these documents published in the last two years. The total of articles is distributed among authors affiliated with 7,418 organisations from 181 countries/regions, giving thematic coverage to 183 categories of the Journal Citation Report-Web of Science (JCR-WoS). Table 1 shows the distribution among the top ten JCR-WoS categories, highlighting the prevalence of journals indexed in green and environmental sciences and, thus, in the Science Index-Expanded.

Table 1. Top ten JCR-WoS categories publishing literature on SDGs.

3.2. existence of research critical mass.

Fig 1 shows the regression model for the period 2015–2020, the last year with complete records consolidated in the Web of Science. The results obtained show significant growth in the number of studies on SDGs, with an R 2 adjustment greater than 96%. The exponential nature of the model shows that a ‘critical mass’ is consolidating around the research on this topic, as proposed by the Law of Exponential Growth of Science over Time [ 76 ], which in some way gives meaning to this research and to obtaining derived results.

Fig 1. Academic production annual growth, data source WoS, 2020.

3.3. Establishment of concentrations

In accordance with Lotka’s Law, 22,336 authors were identified of the 5,281 articles under study. From this author set, 136 (≈sqrt (22,336)) are considered prolific authors with a contribution to nine or more works. However, a second restriction, even more demanding, is to identify those prolific authors who are also prolific in contemporary terms. Although SDG studies are recent, the growth production rates are extremely high. As previously shown, for the period 2015–2020, 64% of the publications are concentrated between 2019–2020. Based on this second restriction, for 3,400 articles of the 5,281 articles published in 2019 and 2020, and a total of 15,120 authors, only eight prolific authors manage to sustain a publication number that equals or exceeds nine articles. These authors are listed and characterized in Table 2 .

Table 2. Contemporary prolific authors, 2019–2020.

The analysis shown in Table 2 highlights the University of Washington’s participation in health issues with Murray and Hay (coauthors of eight articles in the period 2019–2020), who are also important in the area of health for the prolific authors Yaya and Bhutta. The environmental SDGs mark a strong presence with Abhilash, Leal-Filho and Kalin. The affiliation of Abhilsash (Banaras Hindu University) is novel, as it is not part of the classic world core in knowledge production that is largely concentrated in the United States and Europe. It is worth noting that other prolific authors belong to nonmainstream knowledge production world areas, such as Russia or Pakistan. Professor Alola also deserves mention; not only is he the only contemporary prolific author producing in the area of economics, but he is also producing knowledge in Turkey.

In the same way, at the journal level, the potential establishment of concentration areas and determination of a deep discussion nucleus are analysed using Bradford’s law.

With a percentage error of 0.6%, between the total journal number and the total journal number estimated by the Bradford series, the database shows a core of 18 journals (2%) where one in three articles published are concentrated (see Table 3 ).

Table 3. Bradford zoning.

Regarding the number of contributions by journal, Sustainability has the largest number of studies on SDGs, in which 689 (13%) of the 5,281 articles studied are concentrated. The Journal of Cleaner Production, indexed to WoS categories related to Environmental SDGs, is the second most prominent journal, with 2.7% participation of the articles (147). Both journals are followed by the multidisciplinary journal Plos One, with 2.2% of the total dataset. In terms of impact factor, the 60 points of the health journal The Lancet are superlative in the whole, which in the other cases ranges between 2.000 and 7.246. As shown in Table 4 , we have developed a “Prominence ranking” by weighting article production by impact factor. This metric shows The Lancet, with only 40 articles on SDGs, as the most relevant journal, followed by Sustainability, which becomes relevant due to the high number of publications (689) despite an impact factor of 2.576. These journals are followed by the Journal of Cleaner Production with 147 articles and an impact factor of 7.246.

Table 4. Bradford nucleus journals.

3.4. thematic coverage.

Concerning the thematic coverage, Fig 2A and 2B show a diversity of 7,003 Keyword Plus® (KWP), consistently connected to a total of 7,141 KWP assigned by Clarivate as metadata to the set of 5,281 articles studied, which presents a strong concentration in a small number of terms (red colour in the heat map generated with VOSviewer version 1.6.16).

a) Keywords Plus® heatmap and b) heat map zoom to highlight the highest concentration words, data source WoS, 2020.

Based on this result, a concentration sphere with 85 KWP (= sqrt (7,141)) is established according to Zipf’s Law, which is presented in 50 or more articles out of the total of 5,281. Moreover, a central concentration sphere of 9 KWPs (= sqrt (85)) can be found, with keywords present in a range of 178 to 346 articles out of a total of 5,281. These nine pivotal keywords are all connected in terms of co-occurrence (associated by Clarivate two or more to the same article) and within papers with an average number of citations in WoS that vary from 9.27 to 16.69, as shown in Table 5 . The nine most prominent key words in relation to the study of the SDGs are health, climate change, management, impact, challenges, governance, systems, policy and framework. These terms already suggest some of the themes around which the debate and research in this area revolves.

Table 5. Outstanding KWP in the database.

The prominence of these keywords is obtained by combining the level of occurrence and average citations (see Table 5 ): on the one hand, the occurrence or number of articles with which the KWP is associated (e.g., Management, 346) and, on the other hand, the average citations presented by the articles associated with these words (e.g., Framework. 9.27). The final score (prominence) mixes both concepts, given the product of the occurrences and the average citations of each KWP in proportion to the mean values (e.g., (330 * 16.69)/(246 * 11.96) = 1.9).

3.5. Relations within the academic contributions

The coupling-citation analysis using VOSviewer identifies the 5,281 articles under study, of which only those found in the h-index as a whole have been considered (the h-index in the database is 81, as there are 81 articles cited 81 or more times). The bibliographic coupling analysis found consistent connections in only 73 of these articles, gathered in seven clusters. Such clusters and unconnected articles are represented in Fig 3 .

Fig 3. Coupling-citation graph.

Data source WoS. 2020.

In simple terms, discrimination belonging to one cluster or another depends on the total link number that an article has with the other 80 articles based on the use of the common references. Table 6 specifies the articles belonging to the same publication cluster in relation to Fig 3 .

Table 6. Articles according to coupling-citation clusters.

Bibliographic coupling analysis can also be used to link the seven clusters that use common references with the field document title (TI), publication name (SO), Keyword Plus-KWP (ID), and research areas (SC). This allows the identification of the main topics of each cluster. As shown in Table 7 , cluster 1 (red) concerns environmental and public affairs; cluster 2 (green), health; cluster 3 (blue), economics; cluster 4 (yellow), health–the burden of disease; cluster 5 (violet), economics–Kuznets curve; cluster 6 (light blue), energy; and cluster 7 (orange), soil—land.

Table 7. Articles according to coupling-citation clusters.

3.6. outstanding contributions in the field.

The cocitation analysis identified a total of 232,081 references cited by the 5,281 articles under study. It suggests taking as references to review those that present 44 or more occurrences in the database (232,081/5,281). This method results in 34 articles that have been used as main inputs for the scientific production under analysis, cited between 44 and 504 times. A result worth highlighting is that one in three of these documents corresponds to reports from international organisations, such as the United Nations (UN), United Nations Educational, Scientific and Cultural Organization (UNESCO), United Nations International Children’s Emergency Fund (UNICEF), United Nations Fund for Population Activities (UNFPA), World Bank Group (WB) or World Health Organization (WHO). However, it is also possible to identify 21 peer-reviewed scientific contributions. These papers are identified in detail in Table 8 .

Table 8. Articles cocited as references in the set of articles studied.

The cocitation analysis yields the degree of relationship of these 21 most cited research articles. It is how such references have been used simultaneously in the same article. Fig 4 displays this information (to help readers, it has also been included in Table 8 , centrality in 21 column).

Fig 4. Cocitation graph, data source WoS.

According to the relationship level in the most cited article’s selection, the graph ( Fig 3 ) has been clustered in three colours: cluster 1 in red colour groups the highest articles proportion (9) published between 2013 and 2017 in 7 journals. These journals present an impact factor (IF) quite heterogeneous, with values ranging from 2.576 (Sustainability) to 60.39 (Lancet) and indexed in one or more of the following WoS categories: Environmental Sciences (4 journals), Green & Sustainable Science & Technology (4), Environmental Studies (2), Development Studies (1), Medicine, General & Internal (1), Multidisciplinary Sciences (1) and Regional & Urban Planning (1). Three of these articles are cited 130–150 times in the 5,281-article dataset and, at the same time, show a connection centrality of 95–100% with the other 20 articles in the graph, implying a high level of cocitation. The other two clusters group six articles each. The articles of cluster 2 (green colour) are included in a widespread WoS category set: Environmental Sciences (3 journals), Geosciences, Multidisciplinary (2), Ecology (1), Economics (1), Energy & Fuels (1), Environmental Studies (1), Green & Sustainable Science & Technology (1), Materials Science, Multidisciplinary (1), Meteorology & Atmospheric Sciences (1) and Multidisciplinary Sciences (1). The research of Nilsson [ 101 ] was used as a reference in 176 of the 5,281 articles under study, showing a centrality of 100%. This great connection level is also featured in another less cited article [ 17 ] published in Earth’s Future. Finally, cluster 3 (blue) highlights six articles concentrated in three highly cited journals in the WoS categories: Medicine, General & Internal (Lancet) and Multidisciplinary Sciences (Nature and Science), whose IFs range from 41.9 to 60.4. In general, they are articles less connected (cocited) to the set of 21, with centralities of 30–90%. Two of these articles were referenced 140 times or more, although one was published in 2009. Thus, cluster 3 concentrates the references mainly in journals on environmental issues with scientific-technological orientation, as well as classic and high-impact WoS journals (The Lancet, Nature and Science). It is worth noting that some of these top journals may not be listed in Table 4 as they are not included in the Bradford’s nucleus, due to their comparatively low number of contributions published.

Finally, continuing with the thematic study, a cross-citation analysis was developed. Considering only the 81 articles that are part of the h-index of the total set of 5,821 articles under study, the citations that are presented among this elite article set are explored using VosViewer. The cross-citation analysis detects existing relationships between 37 of these 81 articles. Once the directionality of the citations has been analysed, a directed temporal graph is generated using Pajek 64 version 5.09, which is presented in Fig 5 .

Fig 5. Cross-citation graph.

Fig 5 shows how these 37 highly cited articles are related to each other (the number after the name is the publication year), considering that some of these articles are cited as references in other articles in this set. The relationships between the articles in Fig 5 are complex and should be understood under a temporal sequence logic in the citation between two articles. However, some trends can be highlighted.

On the one hand, some contributions stand out for their centrality. Lim et al. [ 102 ] is connected with eight of the 37 articles (21.6%) on citing relationships, as is Fullman et al. [ 27 ], which relates to seven of the 37 articles (18.9%). Both authors researched health issues and are also coauthors of nine articles of the dataset under study. On the other hand, according to the SDG segmentation proposed, Hajer et al. [ 19 ] and Le Blanc [ 12 ] are recognized as seminal articles in social SDGs, since they contribute to the production of other subsequent articles in the set of 37. On the other hand, in health matters, seminal articles are Norheim et al. [ 103 ] and You et al. [ 104 ], two articles published in The Lancet whose citations also contribute to the production of the set introduced as Fig 5 .

4. Discussion

The main purpose of this paper was to develop a critical and comprehensive scientometric analysis of the global academic literature on the SDGs from 2015 to 2020, conducted using the WoS database. The attained results have made it possible to comprehend and communicate to the scientific community the current state of the debate on the SDGs, thus offering insights for future lines of research.

To achieve the objectives, the present study analysed a broad spectrum of 5,281 articles published in 1,135 WoS journals. A first aspect that is striking is the great diversity of topics addressed in these studies, which reflects the multidimensionality of the SDGs. Despite this, more than half of the articles are concentrated in two JCR-WoS categories (Environmental Sciences and Green Sustainable Science Technology), a percentage that exceeds 80% if the categories Environmental Studies and Public Environmental Occupational Health are added. Thus, on the one hand, the size of the body of literature and the broad spectrum of topics more than covers the four perspectives of analysis that are relevant in research on the SDGs, according to Hajer et al. [ 19 ]: planetary boundaries, the safe and just operating space, the energetic society and, last, green competition. However, on the other hand, results also highlight a strong focus on the environmental aspects of the SDGs, which undoubtedly concentrate the most contributions.

The Sustainable Development Goals constitute an area of research that has experienced exponential scientific growth, a tendency already suggested by previous studies [ 81 , 105 ], thus complying with the fundamental principles of Price’s law [ 76 ], which suggests the need for this exponential growth to manifest a continuous renewal of knowledge on the subject under study. The results of this study highlight a significant increase in the number of articles published in the last two years, given that six out of ten articles were published in 2019 or 2020. This tendency confirms how the SDGs continue to arouse great interest in the scientific community and that the debate on the interpretation of sustainable development is still open and very present in academia.

The variety of knowledge areas from which science can approach the SDGs demonstrates the different avenues that exist to address different research questions and their multidimensional nature, as anticipated by Pradhan et al. [ 17 ], a dispersion not far from the traditional fields of knowledge or the conventional dimensions of sustainability. Investigating the reasons for this dispersion in academic research on the SDGs may be a topic of great interest, as anticipated by Burford et al. [ 47 ] and Le Blanc [ 12 ], since understanding the phenomenon of development can only be achieved if the main challenges, both current and future, can be viewed holistically and comprehensively. Along these lines, Imaz and Eizagirre [ 106 ] state that the complexity of the study of the SDGs is undoubtedly marked by their aspiration for universality, by their broad scope encompassing the three basic pillars of sustainable development (economic development, environmental sustainability and social inclusion) and by their desire for integration, motivated by the complexity of the challenges and by the countless interlinkages and interdependencies.

This natural multidimensionality of the SDGs calls for strong cooperation and collaboration between researchers, universities, and countries. In this sense, the scientometric analysis provides good news, as more than a hundred prolific authors (defined as those authors who have published nine or more articles on this topic) have been identified, although these are reduced to eight in contemporary terms (2019 or 2020). This select group of eight authors who lead research and publishing on the SDGs (sometimes with dual or triple affiliations) produce knowledge for universities and research centres both in the global north and the global south: Canada, the U.S., the UK, Germany, Pakistan, Turkey, India, Benin, Russia and Cyprus. The protagonist role played by research institutes in countries in the north has already been acknowledged by previous studies [ 81 , 105 ]. However, the emergence of top scholars producing academic knowledge from developing countries is a more recent tendency, which underscores the pertinence of this analysis.

A closer look at the academic and research curricula of these authors leads to the conclusion that the study of the SDGs does not constitute a final field of research at present. These researchers come from very heterogeneous disciplines, so their approach to the SDGs is also multidisciplinary. To illustrate it with an example, the most cited article by Professor Abhilash of Banaras Hindu University (the most published contemporary prolific author along with Christopher Murray of the University of Washington), with 363 WoS citations in February 2021 alone, is on the use and application of pesticides in India.

In more concrete terms, following Wu et al.’s [ 23 ] classification as a frame of reference, the eight most prolific contemporary authors approach the SDG research problem from two main domains, one of an environmental nature (Abhilash, Leal-Filho, Alola and Kalin) and the other related to health (Murray, Yaya, Bhutta, and Hay). The most common journals where these authors publish on environmental issues are the Journal of Cleaner Production, Higher Education, Water and Science of the Total Environment. Health researchers, on the other hand, tend to publish mainly in the journals of the BMC group, The Lancet and Nature.

This wide diversity of academic fora can be clarified with the application of Bradford’s laws, which identified a core of 18 journals that bring together the debates and academic discussions about the SDGs. It is worth noting that the 18 journals that form the core are distributed in 16 different thematic areas or WoS categories: Development Studies; Ecology; Economics; Education & Educational Research; Engineering, Environmental; Environmental Sciences; Environmental Studies; Green & Sustainable Science & Technology; Hospitality, Leisure, Sport & Tourism; International Relations; Medicine, General & Internal; Multidisciplinary Sciences; Public, Environmental & Occupational Health; Regional & Urban Planning; and Water Resources. On the one hand, this wide dispersion in terms of areas of knowledge suggests that research on the SDGs can be studied from different approaches and disciplines, which opens up a wide range of possibilities for researchers from different branches of scientific knowledge, as well as an opportunity for multidisciplinary collaborations. On the other hand, this heterogeneity might also hinder the communication and dissemination of learning from one field to another. The cross-citation analysis provided in Fig 5 suggests this possibility, as seminal works are related to thematic disciplines more than to the seminal contributions identified in Table 8 .

In this sense, it is interesting to analyse the top-cited articles in the database, as they provide a clear picture of the field of knowledge. One-third of these contributions are provided by international institutions, such as the United Nations Development Program or the World Bank, which provide analyses of a normative nature. This prevalence reflects some weaknesses in the academic basis of the analysis of the SDGs as a whole from a scientific approach, an idea reinforced when the most cited papers are analysed. In fact, only six papers have reached more than 100 citations by contributions included in the database [ 4 , 12 , 24 , 29 , 101 , 107 ]. Not only were these papers largely published before the approval of the SDGs themselves, but half of them are editorial material, inviting contributions but are not evidence-based research papers. Highlighting the nature of the most cited contributions does not diminish their value but does speak to the normative approach that underlies the analysis of the SDGs when addressed not individually but as an overall field of research.

Regarding topics and themes of interest, the scientometric analysis carried out in this research identified a strong concentration around a small number of terms, as represented in a heat map ( Fig 2A and 2B ). All these topics constitute a potential source of inspiration for future research on the subject.

Through an analysis of the main keywords, it can be seen that the studies focused on the traditional areas of health and climate change. However, these keywords also provide new elements for discussion, as they uncover some other areas of study that have been highlighted by the literature. First, the appearance of the term Management as one of the main keywords reveals the importance that researchers give to the role of business in achieving the SDGs, as already suggested by Scheyvens et al. [ 49 ] and Spangenber [ 22 ]. Second, the need to address new governance processes and to seek global solutions, as suggested by authors such as Sachs [ 4 ], underscore the keywords Governance, Policy and Framework, all aspects deemed crucial for the achievement of the SDGs and the 2030 Agenda [ 108 ]. Finally, other keywords such as Impact, Challenges or Systems are a clear example of the complexity and interdependencies that exist in research on the SDGs, considered an essential aspect by Griggs et al. [ 13 ] or Le Blanc [ 12 ]. The attained results highlight some of the connections between different domains of sustainable development by identifying categories and themes that are highly related in the groupings that emerge from the bibliographic coupling analysis.

In general terms, the holistic vision of development embodied by the SDGs has drawn the attention of very different disciplines, fields and areas of scientific knowledge. However, seven major areas of research have emerged: environmental and public affairs, health, economics, health-burden of disease, economics-Kuznets curve, energy and soil-land. These areas are not far removed from the current paradigm of sustainable development, where poverty or inequality are problems that are not exclusive to developing countries [ 5 , 6 ]. Thus, emerging issues that mainly affect first world countries, including urban planning, the impact of activities such as hospitality, sport or tourism, or education for development, are starting to stand out with increasing intensity, which continues to open new avenues for future research.

In short, the results of the scientometric analysis have provided a systematized overview of the research conducted in relation to the SDGs since the approval of the 2030 Agenda. Among other things, the critical analysis has identified the main trends with respect to the number of publications, the most relevant journals, the most prolific authors, institutions and countries, and the collaborative networks between authors and the research areas at the epicentre of the debate on the SDGs. As Olawumi and Chan [ 105 ] already acknowledged, the power research networks applied to the study of the SDGs offer valuable insights and in-depth understandings not only of key scholars and institutions but also about the state of research fields, emerging trends and salient topics.

Consequently, the results of this work contribute to the systematic analysis of scientific research on the SDGs, which can be of great interest for decision-making at the governmental level (e.g., which research to fund and which not to fund), at the corporate level and at the level of research centres, both public and private. Furthermore, the scientometric analysis carried out may provide clues for academics regarding future lines of research and topics of interest where the debate on the SDGs is currently situated.

5. Conclusions, limitations and future research lines

As could not be otherwise, all research in the field of social sciences has a series of limitations that must be clearly and transparently explained. The two most relevant in this study are the following.

First, although the study of the SDGs is a recent object of research, the rate of publication is growing exponentially, such that scientific knowledge is renewed practically in its entirety every two years. The only articles that escape this scientometric obsolescence are those with a high number of citations (h-index). This circumstance generates a temporal limitation in terms of the conclusions obtained in the present investigation, conclusions that should be revised periodically until the growth of publications stabilizes by adopting a logistic form, as recommended by Sun and Lin [ 109 ].

Second, the articles used as the basis for this research were restricted to those published in the JCR-WoS. This decision was made for two main reasons. On the one hand, the limitation was to eliminate potential distortions that could occur as a result of the constant growth of journals that are incorporated annually into other databases, such as ESCI-WoS (Emerging Sources Citation Index). On the other hand, it is impossible to compare impact indices if integrating other databases such as Scopus.

We are aware of these limitations, which for developing a more selective analysis imply assuming the cost of less coverage in exchange.

Regarding future lines of research, the analysis highlights how the study of the SDGs is failing to balance their economic, social and sustainability components, as it still maintains an overall focus on environmental studies.

This suggests the urgency of increasing studies on social SDGs, key topics on the 2030 Agenda including equity (SDGs 4, 5 and 10), social development (SDGs 11 and 16) and governance (SDG 17). These topics are part of the public discourse and currently a source of social pressure in many latitudes, but they are still research areas that are necessary to deepen.

Economic sustainability studies are more present, but highly concentrated, in health economics, as previously acknowledged by Meschede [ 81 ]. Academic research on the SDGs against poverty (SDG 1) and hunger (SDG 2) has not achieved such a prominent place as health. Even less so, the economics of technological development (SDGs 8 and 9), which are recognized as crucial for economic development.

Finally, the environmental SDGs do not achieve a balance among themselves either. Academic research has prioritized action for climate (SDG 13) and industrial and human consumption, mainly water (SDG 6) and energy (SDG 7). New research should be developed in the area of land (SDG 15), life under the sea (SDG 14) and sustainable production (SDG 12).

Supporting information

Data availability.

All relevant data are within the manuscript and its Supporting Information files.

Funding Statement

The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

• 1. Marten R. How states exerted power to create the Millennium Development Goals and how this shaped the global health agenda: Lessons for the sustainable development goals and the future of global health. Glob Public Health. 2019;14(4):584–99. doi: 10.1080/17441692.2018.1468474 [ DOI ] [ PubMed ] [ Google Scholar ]
• 2. Clemens MA, Moss TJ. The ghost of 0.7 per cent: origins and relevance of the international aid target. Int J Dev Issues. 2007. Feb 1;6(1):3–25. [ Google Scholar ]
• 3. Sianes A. Shedding Light On Policy Coherence for Development: A Conceptual Framework. Vol. 29, Journal of International Development. 2017. p. 134–46. [ Google Scholar ]
• 4. Sachs JD. From millennium development goals to sustainable development goals. Lancet. 2012;379(9832):2206–11. doi: 10.1016/S0140-6736(12)60685-0 [ DOI ] [ PubMed ] [ Google Scholar ]
• 5. Milanovic B. Global Income Inequality by the Numbers: in History and Now—Policy Research Working Paper 6259. World Bank Dev Res Gr. 2012;(November). [ Google Scholar ]
• 6. Sumner A. Where Do The Poor Live? World Dev. 2012. May 1;40(5):865–77. [ Google Scholar ]
• 7. Gore C. The Post‐2015 Moment: Towards Sustainable Development Goals and a New Global Development Paradigm. J Int Dev. 2015;27(6):717–32. [ Google Scholar ]
• 8. Helgason KS. The 2030 Agenda for Sustainable Development: Recharging Multilateral Cooperation for the Post-2015 Era. Glob Policy. 2016;7(3):431–40. [ Google Scholar ]
• 9. Nations United. Transforming our world: the 2030 Agenda for Sustainable Development. New York, NY, USA: United Nations; 2015. [ Google Scholar ]
• 10. Hepp P, Somerville C, Borisch B. Accelerating the United Nation’s 2030 Global Agenda: Why Prioritization of the Gender Goal is Essential. Glob Policy. 2019;10(4):677–85. [ Google Scholar ]
• 11. Vandemoortele J. The MDG Story: Intention Denied. Dev Change. 2011;42(1):1–21. [ Google Scholar ]
• 12. Le Blanc D. Towards Integration at Last? The Sustainable Development Goals as a Network of Targets. Sustain Dev. 2015;23(3):176–87. [ Google Scholar ]
• 13. Griggs D, Smith MS, Rockström J, Öhman MC, Gaffney O, Glaser G, et al. An integrated framework for sustainable development goals. Ecol Soc. 2014;19(4). [ Google Scholar ]
• 14. Fukuda-Parr S. From the Millennium Development Goals to the Sustainable Development Goals: shifts in purpose, concept, and politics of global goal setting for development. Gend Dev. 2016;24(1):43–52. [ Google Scholar ]
• 15. Gupta J, Vegelin C. Sustainable development goals and inclusive development. Int Environ Agreements Polit Law Econ. 2016;16(3):433–48. [ Google Scholar ]
• 16. Stafford-Smith M, Griggs D, Gaffney O, Ullah F, Reyers B, Kanie N, et al. Integration: the key to implementing the Sustainable Development Goals. Sustain Sci. 2017;12(6):911–9. doi: 10.1007/s11625-016-0383-3 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 17. Pradhan P, Costa L, Rybski D, Lucht W, Kropp JP. A Systematic Study of Sustainable Development Goal (SDG) Interactions. Earth’s Futur. 2017;5(11):1169–79. [ Google Scholar ]
• 18. Robert KW, Parris TM, Leiserowitz AA. What is sustainable development? Goals, indicators, values, and practice. Environment. 2005;47(3):8–21. [ Google Scholar ]
• 19. Hajer M, Nilsson M, Raworth K, Bakker P, Berkhout F, de Boer Y, et al. Beyond cockpit-ism: Four insights to enhance the transformative potential of the sustainable development goals. Sustain. 2015;7(2):1651–60. [ Google Scholar ]
• 20. Costanza R, Daly L, Fioramonti L, Giovannini E, Kubiszewski I, Mortensen LF, et al. Modelling and measuring sustainable wellbeing in connection with the UN Sustainable Development Goals. Ecol Econ [Internet]. 2016;130:350–5. Available from: 10.1016/j.ecolecon.2016.07.009 [ DOI ] [ Google Scholar ]
• 21. Oldekop JA, Fontana LB, Grugel J, Roughton N, Adu-Ampong EA, Bird GK, et al. 100 Key Research Questions for the Post-2015 Development Agenda. Dev Policy Rev. 2016;34(1):55–82. [ Google Scholar ]
• 22. Spangenberg JH. Hot Air or Comprehensive Progress? A Critical Assessment of the SDGs. Sustain Dev. 2017;25:311–21. [ Google Scholar ]
• 23. Wu J, Guo S, Huang H, Liu W, Xiang Y. Information and communications technologies for sustainable development goals: State-of-the-art, needs and perspectives. IEEE Commun Surv Tutorials. 2018;20(3):2389–406. [ Google Scholar ]
• 24. Steffen W, Richardson K, Rockström J, Cornell SE, Fetzer I, Bennett EM, et al. Planetary boundaries: Guiding human development on a changing planet. Science (80-). 2015;347(6223). [ DOI ] [ PubMed ] [ Google Scholar ]
• 25. Visbeck M, Kronfeld-Goharani U, Neumann B, Rickels W, Schmidt J, van Doorn E, et al. Securing blue wealth: The need for a special sustainable development goal for the ocean and coasts. Mar Policy [Internet]. 2014;48:184–91. Available from: 10.1016/j.marpol.2014.03.005 [ DOI ] [ Google Scholar ]
• 26. Keesstra SD, Bouma J, Wallinga J, Tittonell P, Smith P, Cerdà A, et al. The significance of soils and soil science towards realization of the United Nations sustainable development goals. Soil. 2016;2(2):111–28. [ Google Scholar ]
• 27. Fullman N, Barber RM, Abajobir AA, Abate KH, Abbafati C, Abbas KM, et al. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: An analysis from the Global Burden of Disease Study 2016. Lancet [Internet]. 2017;390(10100):1423–59. Available from: doi: 10.1016/S0140-6736(17)32336-X [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 28. Godfray HCJ, Crute IR, Haddad L, Muir JF, Nisbett N, Lawrence D, et al. The future of the global food system. Philos Trans R Soc B Biol Sci. 2010;365(1554):2769–77. doi: 10.1098/rstb.2010.0180 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 29. Rockström J, Steffen W, Noone K, Persson A, Chapin S, Lambin EF, et al. A safe operating space for humanity. Nature. 2009;461:472–5. doi: 10.1038/461472a [ DOI ] [ PubMed ] [ Google Scholar ]
• 30. Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, De Onis M, et al. Maternal and child undernutrition and overweight in low-income and middle-income countries. Lancet. 2013;382(9890):427–51. doi: 10.1016/S0140-6736(13)60937-X [ DOI ] [ PubMed ] [ Google Scholar ]
• 31. Bennett JE, Stevens GA, Mathers CD, Bonita R, Rehm J, Kruk ME, et al. NCD Countdown 2030: worldwide trends in non-communicable disease mortality and progress towards Sustainable Development Goal target 3.4. Lancet. 2018;392(10152):1072–88. doi: 10.1016/S0140-6736(18)31992-5 [ DOI ] [ PubMed ] [ Google Scholar ]
• 32. Kruk ME, Gage AD, Arsenault C, Jordan K, Leslie HH, Roder-DeWan S, et al. High-quality health systems in the Sustainable Development Goals era: time for a revolution. Lancet Glob Heal. 2018;6(11):e1196–252. doi: 10.1016/S2214-109X(18)30386-3 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 33. Touboulic A, Walker H. Theories in sustainable supply chain management: a structured literature review. Int J Phys Distrib Logist Manag. 2015;45(1–2):16–42. [ Google Scholar ]
• 34. Parnell S. Defining a Global Urban Development Agenda. World Dev. 2016;78:529–40. [ Google Scholar ]
• 35. Klopp JM, Petretta DL. The urban sustainable development goal: Indicators, complexity and the politics of measuring cities. Cities [Internet]. 2017;63:92–7. Available from: 10.1016/j.cities.2016.12.019 [ DOI ] [ Google Scholar ]
• 36. Weiss D, Rydland HT, Øversveen E, Jensen MR, Solhaug S, Krokstad S. Innovative technologies and social inequalities in health: A scoping review of the literature. PLoS One. 2018;13(4):1–20. doi: 10.1371/journal.pone.0195447 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 37. Saric J, Blaettler D, Bonfoh B, Hostettler S, Jimenez E, Kiteme B, et al. Leveraging research partnerships to achieve the 2030 Agenda. GAIA—Ecol Perspect Sci Soc. 2019;28(2):143–50. [ Google Scholar ]
• 38. Schneider F, Kläy A, Zimmermann AB, Buser T, Ingalls M, Messerli P. How can science support the 2030 Agenda for Sustainable Development? Four tasks to tackle the normative dimension of sustainability. Sustain Sci [Internet]. 2019;14(6):1593–604. Available from: 10.1007/s11625-019-00675-y [ DOI ] [ Google Scholar ]
• 39. Takian A, Akbari-Sari A. Sustainable health development becoming Agenda for public health academia. Iran J Public Health. 2016. Nov 26;45(11):1502–6. [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 40. Fuso Nerini F, Tomei J, To LS, Bisaga I, Parikh P, Black M, et al. Mapping synergies and trade-offs between energy and the Sustainable Development Goals. Nat Energy [Internet]. 2018;3(1):10–5. Available from: 10.1038/s41560-017-0036-5 [ DOI ] [ Google Scholar ]
• 41. Boluk KA, Cavaliere CT, Higgins-Desbiolles F. A critical framework for interrogating the United Nations Sustainable Development Goals 2030 Agenda in tourism. J Sustain Tour [Internet]. 2019;27(7):847–64. Available from: 10.1080/09669582.2019.1619748 [ DOI ] [ Google Scholar ]
• 42. Anderson K, Ryan B, Sonntag W, Kavvada A, Friedl L. Earth observation in service of the 2030 Agenda for Sustainable Development. Geo-Spatial Inf Sci [Internet]. 2017;20(2):77–96. Available from: 10.1080/10095020.2017.1333230 [ DOI ] [ Google Scholar ]
• 43. Corley JA, Haglund M. Letter: How Neurosurgery Fits into the Global Surgery 2030 Agenda. Neurosurgery. 2016;79(4):E544–5. doi: 10.1227/NEU.0000000000001351 [ DOI ] [ PubMed ] [ Google Scholar ]
• 44. van Vuuren DP, Kok M, Lucas PL, Prins AG, Alkemade R, van den Berg M, et al. Pathways to achieve a set of ambitious global sustainability objectives by 2050: Explorations using the IMAGE integrated assessment model. Technol Forecast Soc Change [Internet]. 2015;98:303–23. Available from: 10.1016/j.techfore.2015.03.005 [ DOI ] [ Google Scholar ]
• 45. Kumar P, Ahmed F, Singh RK, Sinha P. Determination of hierarchical relationships among sustainable development goals using interpretive structural modeling. Environ Dev Sustain. 2018;20(5):2119–37. [ Google Scholar ]
• 46. Holden E, Linnerud K, Banister D. The Imperatives of Sustainable Development. Sustain Dev. 2017;25(3):213–26. [ Google Scholar ]
• 47. Burford G, Hoover E, Velasco I, Janoušková S, Jimenez A, Piggot G, et al. Bringing the “Missing Pillar” into sustainable development goals: Towards intersubjective values-based indicators. Sustain. 2013;5(7):3035–59. [ Google Scholar ]
• 48. Hák T, Janoušková S, Moldan B. Sustainable Development Goals: A need for relevant indicators. Ecol Indic. 2016;60:565–73. [ Google Scholar ]
• 49. Scheyvens R, Banks G, Hughes E. The Private Sector and the SDGs: The Need to Move Beyond ‘Business as Usual.’ Sustain Dev. 2016;24(6):371–82. [ Google Scholar ]
• 50. Bebbington J, Unerman J. Achieving the United Nations Sustainable Development Goals. Accounting, Audit Account J [Internet]. 2018. Jan 15;31(1):2–24. Available from: https://www.emerald.com/insight/content/doi/10.1108/AAAJ-05-2017-2929/full/html [ Google Scholar ]
• 51. Tchamyou VS, Erreygers G, Cassimon D. Inequality, ICT and financial access in Africa. Technol Forecast Soc Change [Internet]. 2019;139(October):169–84. Available from: 10.1016/j.techfore.2018.11.004 [ DOI ] [ Google Scholar ]
• 52. Gusmão Caiado RG, Leal Filho W, Quelhas OLG, Luiz de Mattos Nascimento D, Ávila LV. A literature-based review on potentials and constraints in the implementation of the sustainable development goals. J Clean Prod. 2018;198:1276–88. [ Google Scholar ]
• 53. Hristov I, Chirico A. The role of sustainability key performance indicators (KPIs) in implementing sustainable strategies. Sustainability. 2019;11(20). [ Google Scholar ]
• 54. Merino-Saum A, Baldi MG, Gunderson I, Oberle B. Articulating natural resources and sustainable development goals through green economy indicators: A systematic analysis. Resour Conserv Recycl [Internet]. 2018;139(December):90–103. Available from: 10.1016/j.resconrec.2018.07.007 [ DOI ] [ Google Scholar ]
• 55. Schiappacasse P, Müller B. One fits all? Raumforsch Raumordn. 2018;76(1):51–64. [ Google Scholar ]
• 56. Maroyi A. Contribution of Schinziophyton rautanenii to sustainable diets, livelihood needs and environmental sustainability in Southern Africa. Sustainability. 2018;10(3). doi: 10.3390/su10030675 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 57. Barrantes Briceño CE, Almada Santos FC. Knowledge management, the missing piece in the 2030 agenda and SDGs puzzle. Int J Sustain High Educ. 2019. Jul 1;20(5):901–16. [ Google Scholar ]
• 58. Guha J, Chakrabarti B. Achieving the Sustainable Development Goals (SDGs) through decentralisation and the role of local governments: a systematic review. Commonw J Local Gov. 2019;1–21. [ Google Scholar ]
• 59. Khan J, Zakaria R, Shamsudin S, Abidin N, Sahamir S, Abbas D, et al. Evolution to Emergence of Green Buildings: A Review. Adm Sci. 2019;9(1):1–6. [ Google Scholar ]
• 60. Zhang X, Chen N, Sheng H, Ip C, Yang L, Chen Y, et al. Urban drought challenge to 2030 sustainable development goals. Sci Total Environ [Internet]. 2019;693:133536. Available from: 10.1016/j.scitotenv.2019.07.342 [ DOI ] [ PubMed ] [ Google Scholar ]
• 61. Omer MAB, Noguchi T. A conceptual framework for understanding the contribution of building materials in the achievement of Sustainable Development Goals (SDGs). Sustain Cities Soc [Internet]. 2020;52:101869. Available from: 10.1016/j.scs.2019.101869 [ DOI ] [ Google Scholar ]
• 62. Swamy L, Drazen E, Johnson WR, Bukoski JJ. The future of tropical forests under the United Nations Sustainable Development Goals. J Sustain For [Internet]. 2018;37(2):221–56. Available from: 10.1080/10549811.2017.1416477 [ DOI ] [ Google Scholar ]
• 63. Mathez-Stiefel S-L, Peralvo M, Báez S, Rist S, Buytaert W, Cuesta F, et al. Research Priorities for the Conservation and Sustainable Governance of Andean Forest Landscapes. Mt Res Dev. 2017;37(3):323. [ Google Scholar ]
• 64. Giné-Garriga R, Flores-Baquero Ó, Jiménez-Fdez de Palencia A, Pérez-Foguet A. Monitoring sanitation and hygiene in the 2030 Agenda for Sustainable Development: A review through the lens of human rights. Sci Total Environ [Internet]. 2017;580:1108–19. Available from: doi: 10.1016/j.scitotenv.2016.12.066 [ DOI ] [ PubMed ] [ Google Scholar ]
• 65. Matilla F, Velleman Y, Harrison W, Nevel M. Animal influence on water, sanitation and hygiene measures for zoonosis control at the household level: A systematic literature review. PLoS Negl Trop Dis. 2018;12(7):1–30. doi: 10.1371/journal.pntd.0006619 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 66. Hartmann M, Khosla R, Krishnan S, George A, Gruskin S, Amin A. How are gender equality and human rights interventions included in sexual and reproductive health programmes and policies: A systematic review of existing research foci and gaps. PLoS One. 2016;11(12):1–14. doi: 10.1371/journal.pone.0167542 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 67. Del Pino S, Sánchez-Montoya SB, Guzmán JM, Mújica OJ, Gómez-Salgado J, Ruiz-Frutos C. Health inequalities amongst people of African descent in the Americas, 2005–2017: A systematic review of the literature. Int J Environ Res Public Health. 2019;16(18). doi: 10.3390/ijerph16183302 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 68. Baum T, Cheung C, Kong H, Kralj A, Mooney S, Thi Thanh HN, et al. Sustainability and the tourism and hospitality workforce: A thematic analysis. Sustainability. 2016;8(8). [ Google Scholar ]
• 69. Majinge RM, Mutula SM. Access to Electronic and Print Information Resources by People with Visual Impairments in University Libraries: A Review of Related Literature. Libr Manag,. 2018;(Unit 07):1–14. [ Google Scholar ]
• 70. Simcock P, Wittich W. Are older deafblind people being left behind? A narrative review of literature on deafblindness through the lens of the United Nations Principles for Older People. J Soc Welf Fam Law [Internet]. 2019;41(3):339–57. Available from: 10.1080/09649069.2019.1627088 [ DOI ] [ Google Scholar ]
• 71. Storey M, Killian S, O’Regan P. Responsible management education: Mapping the field in the context of the SDGs. Int J Manag Educ [Internet]. 2017;15(2):93–103. Available from: 10.1016/j.ijme.2017.02.009 [ DOI ] [ Google Scholar ]
• 72. Rodrigues M, Franco M. The Corporate Sustainability Strategy in Organisations: A Systematic Review and Future Directions. Sustainability. 2019;11(22):6214. [ Google Scholar ]
• 73. Elfert M. Lifelong learning in Sustainable Development Goal 4: What does it mean for UNESCO’s rights-based approach to adult learning and education? Int Rev Educ [Internet]. 2019;65(4):537–56. Available from: 10.1007/s11159-019-09788-z [ DOI ] [ Google Scholar ]
• 74. Körfgen A, Förster K, Glatz I, Maier S, Becsi B, Meyer A, et al. It’s a Hit! Mapping Austrian research contributions to the sustainable development goals. Sustainability. 2018;10(9):1–13. [ Google Scholar ]
• 75. Staszkiewicz P. Search for measure of the value of baltic sustainability development: A meta-review. Sustainability. 2019;11(23):1–12. [ Google Scholar ]
• 76. de Solla Price DJ. A General Theory of Bibliometric and Other Cumulative Advantage Processes. J Am Soc Inf Sci. 1976;27(5–6):292–306. [ Google Scholar ]
• 77. Garfield E, Sssprice D De. Click here: Little Science Big Science… and Beyond by Derek J. de Solla Price. Foreword by Robert K. Merton and Eugene Garfield LiEde Science, Big Science. and Beyond Gathera Together the Major Works of Columbia University Press, New York. 301. Science (80-). 1987;72–5. [ Google Scholar ]
• 78. Spinak E. Cienciometricos. Ci Inf [Internet]. 1998;141–8. Available from: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-19651998000200006 [ Google Scholar ]
• 79. Kullenberg C, Kasperowski D. What is citizen science?—A scientometric meta-analysis. PLoS One. 2016;11(1):1–16. doi: 10.1371/journal.pone.0147152 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 80. Vega-Muñoz A, Salinas-Galindo CM. Análisis de la producción científica en asuntos públicos de Chile y Perú. Desafíos para una mejor gestión pública. Lex. 2017;15(20):463–78. [ Google Scholar ]
• 81. Meschede C. The sustainable development goals in scientific literature: A bibliometric overview at the meta-level. Sustain. 2020;12(11). [ Google Scholar ]
• 82. Ahmad SAJ, Abdel-Magid IM, Hussain A. Comparison among journal impact factor, SCimago journal rank indicator, eigenfactor score and h5-index of environmental engineering journals. COLLNET J Sci Inf Manag. 2017;11(1):133–51. [ Google Scholar ]
• 83. Alarcón DC, Cervera LA. Evaluación de la actividad investigadora en Microbiología: El papel de la Revista Española de Quimioterapia. Rev Esp Quimioter. 2019;32(6):571–6. [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 84. Serrano L, Sianes A, Ariza-Montes A. Using bibliometric methods to shed light on the concept of sustainable tourism. Sustainability. 2019;11(24). [ Google Scholar ]
• 85. Vega-Muñoz A, Arjona-Fuentes JM, Ariza-Montes A, Han H, Law R. In search of ‘a research front’ in cruise tourism studies. Int J Hosp Manag [Internet]. 2020;85(February):102353. Available from: 10.1016/j.ijhm.2019.102353 [ DOI ] [ Google Scholar ]
• 86. Dobrov GM, Randolph RH, Rauch WD. New options for team research via international computer networks. Scientometrics. 1979;1(5–6):387–404. [ Google Scholar ]
• 87. Albort-Morant G, Henseler J, Leal-Millán A, Cepeda-Carrión G. Mapping the Field: A Bibliometric Analysis of Green Innovation. Sustainability [Internet]. 2017;9(6):1011. Available from: http://www.mdpi.com/2071-1050/9/6/1011 [ Google Scholar ]
• 88. Van Eck NJ, Waltman L. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 2010;523–38. doi: 10.1007/s11192-009-0146-3 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 89. Calderón Márquez AJ, Cassettari Filho PC, Rutkowski EW, de Lima Isaac R. Landfill mining as a strategic tool towards global sustainable development. J Clean Prod. 2019. Jul 20;226:1102–15. [ Google Scholar ]
• 90. Sainaghi R, Phillips P, Baggio R, Mauri A. Cross-citation and authorship analysis of hotel performance studies. Int J Hosp Manag [Internet]. 2018;73(February):75–84. Available from: 10.1016/j.ijhm.2018.02.004 [ DOI ] [ Google Scholar ]
• 91. Bornmann L, Leydesdorff L. Skewness of citation impact data and covariates of citation distributions: A large-scale empirical analysis based on Web of Science data. J Informetr [Internet]. 2017;11(1):164–75. Available from: 10.1016/j.joi.2016.12.001 [ DOI ] [ Google Scholar ]
• 92. Mester G. Rankings Scientists, Journals and Countries using h-Index. Interdiscip Descr Complex Syst. 2016;14(1):1–9. [ Google Scholar ]
• 93. Crespo N, Simoes N. Publication Performance Through the Lens of the h-index: How Can We Solve the Problem of the Ties? Soc Sci Q. 2019;100(6):2495–506. [ Google Scholar ]
• 94. Andrade-Valbuena NA, Merigo-Lindahl JM, Olavarrieta S. S. Bibliometric analysis of entrepreneurial orientation. World J Entrep Manag Sustain Dev. 2019;15(1):45–69. [ Google Scholar ]
• 95. Marzi G, Caputo A, Garces E, Dabić M. A Three Decade Mixed-Method Bibliometric Investigation of the IEEE Transactions on Engineering Management. IEEE Trans Eng Manag. 2020;67(1):4–17. [ Google Scholar ]
• 96. Bulick S. Book Use as a Bradford-Zipf Phenomenon. Coll Res Libr. 1978;39(3):215–9. [ Google Scholar ]
• 97. Morse PM, Leimkuhler FF. Technical Note—Exact Solution for the Bradford Distribution and Its Use in Modeling Informational Data. Oper Res. 1979;27(1):187–98. [ Google Scholar ]
• 98. Pontigo J, Lancaster FW. Qualitative aspects of the Bradford distribution. Scientometrics. 1986;9(1–2):59–70. [ Google Scholar ]
• 99. Kumar S. Application of Bradford’s law to human-computer interaction research literature. DESIDOC J Libr Inf Technol. 2014;34(3):223–31. [ Google Scholar ]
• 100. Shelton RD. Scientometric laws connecting publication counts to national research funding. Scientometrics [Internet]. 2020;123(1):181–206. Available from: 10.1007/s11192-020-03392-x [ DOI ] [ Google Scholar ]
• 101. Nilsson M, Griggs D, Visbeck M. Policy: Map the interactions between Sustainable Development Goals. Nature. 2016;534(7607):320–2. doi: 10.1038/534320a [ DOI ] [ PubMed ] [ Google Scholar ]
• 102. Lim SS, Allen K, Dandona L, Forouzanfar MH, Fullman N, Goldberg EM, et al. Measuring the health-related Sustainable Development Goals in 188 countries: a baseline analysis from the Global Burden of Disease Study 2015. Lancet. 2016;388(10053):1813–50. doi: 10.1016/S0140-6736(16)31467-2 [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]
• 103. Norheim OF, Jha P, Admasu K, Godal T, Hum RJ, Kruk ME, et al. Avoiding 40% of the premature deaths in each country, 2010–30: Review of national mortality trends to help quantify the un Sustainable Development Goal for health. Lancet. 2015;385(9964):239–52. doi: 10.1016/S0140-6736(14)61591-9 [ DOI ] [ PubMed ] [ Google Scholar ]
• 104. You D, Hug L, Ejdemyr S, Idele P, Hogan D, Mathers C, et al. Global, regional, and national levels and trends in under-5 mortality between 1990 and 2015, with scenario-based projections to 2030: A systematic analysis by the un Inter-Agency Group for Child Mortality Estimation. Lancet [Internet]. 2015;386(10010):2275–86. Available from: doi: 10.1016/S0140-6736(15)00120-8 [ DOI ] [ PubMed ] [ Google Scholar ]
• 105. Olawumi TO, Chan DWM. A scientometric review of global research on sustainability and sustainable development. J Clean Prod. 2018;183(May):231–50. [ Google Scholar ]
• 106. Imaz O, Eizagirre A. Responsible innovation for sustainable development goals in business: An agenda for cooperative firms. Sustain. 2020;12(17). [ Google Scholar ]
• 107. Griggs D, Stafford-Smith M, Gaffney O, Rockström J, Öhman MC, Shyamsundar P, et al. Sustainable Development Goals for people and planet. Nature. 2013;495(1):305–7. doi: 10.1038/495305a [ DOI ] [ PubMed ] [ Google Scholar ]
• 108. Sianes A. Academic Research on the 2030 Agenda: Challenges of a Transdisciplinary Field of Study. Glob Policy. 2021. Jan 23;1758–5899.12912. [ Google Scholar ]
• 109. Sun P, Lin C. Composite growth type of population growth. Ecol Modell. 1991;55(1–2):133–9. [ Google Scholar ]

Decision Letter 0

Qaiser Abbas

28 Dec 2021

PONE-D-21-28963Impact of the Sustainable Development Goals on the academic research agenda. A scientometric analysisPLOS ONE

Dear Dr. Tirado-Valencia,

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The language quality looks ordinary, therefore, you are also requested to recheck whole paper carefully and do needful language editing

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Reviewer #1: Yes

Reviewer #2: Yes

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Reviewer #1: Really I want to give thanks for your great work and really it’s a great methodology and nice ideas for the analysis and looking forward for more ideas and researches relate to the same related topics

Reviewer #2: This paper offers a scientometric analysis of published articles on the overall theme of sustainable development goals (SDGs) during 2015-2020. To put it in perspective, it is observed that the authors record a total of 5,281 papers contributed by over 22,000 individuals, of which nearly 60% were penned during just two years, 2019-2020. This paper examines, among other, journal concentration, thematic coverage, academic nature of the contributions, and the depth of contribution. From all accounts, it appears to be an exhaustive analysis.

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Reviewer #1:  Yes:  Haitham Medhat Aboulilah

Reviewer #2:  Yes:  Syed M. Ahsan

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Submitted filename: Report_PONE-D-21-28963.pdf

Author response to Decision Letter 0

Collection date 2022.

20 Jan 2022

Response to Additional Editor Comments (if provided):

WE CONFIRM THAT WE HAVE RESENT THE PAPER TO AJE, WHICH ALREADY REVISED THE ADEQUACY OF ENGLISH BEFORE THE FIRST SUBMISSION. WE ATTACH THE CERTIFICATE OF SUCH REVISION.

WE HAVE ALSO RECHECKED OURSELVES THE FINAL VERSION, FOR EVEN MORE CAREFUL CONFIRMATION. WE HAVE NOT FOUND ANY MAJOR FLAWS, BUT OF COURSE WE ARE OPEN TO A NEW REVISION OF THE LANGUAGE IF NECESSARY.

Other comments:

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Decision Letter 1

Stefano ghinoi.

PONE-D-21-28963R1

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

This acceptance is subject to you making some relatively minor revisions: in particular, I am asking you a further effort to make the paper more intelligible and fluid to read. I suggest to find am excellent professional proof reader to make it up to an academic journal standard, and to provide a better visualization of the network graphs - they are blurred and really hard to read.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Acceptance letter

Dear Dr. Tirado-Valencia:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

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