Reviewing the scope and thematic focus of 100,000 publications on energy consumption, services and social aspects of climate change: A big data approach to demand-side mitigation
Felix Creutzig
(1, 2)
,
Max Callaghan
(1, 3)
,
Anjali Ramakrishnan
(1, 2)
,
Aneeque Javaid
(1)
,
Leila Niamir
(1)
,
Jan Minx
(1, 3)
,
Finn Müller-Hansen
(1)
,
Benjamin Sovacool
(4)
,
Zakia Afroz
(5, 6)
,
Mark Andor
(7)
,
Miklós Antal
(8, 9)
,
Victor Court
(10)
,
Nandini Das
(11)
,
Julio Díaz-José
(12)
,
Friederike Doebbe
(13)
,
Maria Figueroa
(14)
,
Andrew Gouldson
(3)
,
Helmut Haberl
(9)
,
Andrew Hook
(4)
,
Diana Ivanova
(3)
,
William Lamb
(1, 3)
,
Nadia Maïzi
(15)
,
Érika Mata
(16)
,
Kristian Steensen Nielsen
(14)
,
Chioma Daisy Onyige
(17)
,
Lucia Reisch
(14)
,
Joyashree Roy
(11, 18)
,
Pauline Scheelbeek
(19)
,
Mahendra Sethi
(1, 2)
,
Shreya Some
(11, 20)
,
Steven Sorrell
(4)
,
Mathilde Tessier
(21, 15)
,
Tania Parveen Urmee
(6)
,
Doris Virág
(9)
,
Can Wang
(22)
,
Dominik Wiedenhofer
(9)
,
Charlie Wilson
(23, 24)
1
MCC -
Mercator Research Institute on Global Commons and Climate Change
2 TU - Technical University of Berlin / Technische Universität Berlin
3 University of Leeds
4 University of Sussex
5 Carleton University
6 College of Science, Health, Engineering and Education [Perth, WA, Australia]
7 RWI - Leibniz Institut für Wirtschaftsforschung
8 ELTE - Eötvös Loránd University
9 Institute of Social Ecology Vienna (SEC)
10 IFPEN - IFP Energies nouvelles
11 Jadavpur University
12 TecNM - Tecnológico Nacional de México
13 SSE - Stockholm School of Economics
14 CBS - Copenhagen Business School [Copenhagen]
15 Mines Paris - PSL (École nationale supérieure des mines de Paris)
16 IVL - Swedish Environmental Research Institute
17 University of Port Harcourt
18 AIT - Asian Institute of Technology [Pathumthani]
19 LSHTM - London School of Hygiene and Tropical Medicine
20 Ahmedabad University
21 CMA - Centre de Mathématiques Appliquées
22 THU - Tsinghua University [Beijing]
23 Tyndall Centre for Climate Change Research
24 IIASA - International Institute for Applied Systems Analysis [Laxenburg]
2 TU - Technical University of Berlin / Technische Universität Berlin
3 University of Leeds
4 University of Sussex
5 Carleton University
6 College of Science, Health, Engineering and Education [Perth, WA, Australia]
7 RWI - Leibniz Institut für Wirtschaftsforschung
8 ELTE - Eötvös Loránd University
9 Institute of Social Ecology Vienna (SEC)
10 IFPEN - IFP Energies nouvelles
11 Jadavpur University
12 TecNM - Tecnológico Nacional de México
13 SSE - Stockholm School of Economics
14 CBS - Copenhagen Business School [Copenhagen]
15 Mines Paris - PSL (École nationale supérieure des mines de Paris)
16 IVL - Swedish Environmental Research Institute
17 University of Port Harcourt
18 AIT - Asian Institute of Technology [Pathumthani]
19 LSHTM - London School of Hygiene and Tropical Medicine
20 Ahmedabad University
21 CMA - Centre de Mathématiques Appliquées
22 THU - Tsinghua University [Beijing]
23 Tyndall Centre for Climate Change Research
24 IIASA - International Institute for Applied Systems Analysis [Laxenburg]
Benjamin Sovacool
- Fonction : Auteur
- PersonId : 805067
- ORCID : 0000-0002-4794-9403
- IdRef : 136857485
Nadia Maïzi
- Fonction : Auteur
- PersonId : 11284
- IdHAL : nadia-maizi
- ORCID : 0000-0001-5003-5103
- IdRef : 118655604
Mathilde Tessier
- Fonction : Auteur
- PersonId : 181493
- IdHAL : mathilde-tessier
Résumé
As current action remains insufficient to meet the goals of the Paris agreement let alone to stabilize the climate, there is increasing hope that solutions related to demand, services and social aspects of climate change mitigation can close the gap. However, given these topics are not investigated by a single epistemic community, the literature base underpinning the associated research continues to be undefined. Here, we aim to delineate a plausible body of literature capturing a comprehensive spectrum of demand, services and social aspects of climate change mitigation. As method we use a novel double-stacked expert—machine learning research architecture and expert evaluation to develop a typology and map key messages relevant for climate change mitigation within this body of literature. First, relying on the official key words provided to the Intergovernmental Panel on Climate Change by governments (across 17 queries), and on specific investigations of domain experts (27 queries), we identify 121 165 non-unique and 99 065 unique academic publications covering issues relevant for demand-side mitigation. Second, we identify a literature typology with four key clusters: policy, housing, mobility, and food/consumption. Third, we systematically extract key content-based insights finding that the housing literature emphasizes social and collective action, whereas the food/consumption literatures highlight behavioral change, but insights also demonstrate the dynamic relationship between behavioral change and social norms. All clusters point to the possibility of improved public health as a result of demand-side solutions. The centrality of the policy cluster suggests that political actions are what bring the different specific approaches together. Fourth, by mapping the underlying epistemic communities we find that researchers are already highly interconnected, glued together by common interests in sustainability and energy demand. We conclude by outlining avenues for interdisciplinary collaboration, synthetic analysis, community building, and by suggesting next steps for evaluating this body of literature.
Format du dépôt | Fichier |
---|---|
Type de dépôt | Article dans une revue |
Titre |
en
Reviewing the scope and thematic focus of 100,000 publications on energy consumption, services and social aspects of climate change: A big data approach to demand-side mitigation
|
Résumé |
en
As current action remains insufficient to meet the goals of the Paris agreement let alone to stabilize the climate, there is increasing hope that solutions related to demand, services and social aspects of climate change mitigation can close the gap. However, given these topics are not investigated by a single epistemic community, the literature base underpinning the associated research continues to be undefined. Here, we aim to delineate a plausible body of literature capturing a comprehensive spectrum of demand, services and social aspects of climate change mitigation. As method we use a novel double-stacked expert—machine learning research architecture and expert evaluation to develop a typology and map key messages relevant for climate change mitigation within this body of literature. First, relying on the official key words provided to the Intergovernmental Panel on Climate Change by governments (across 17 queries), and on specific investigations of domain experts (27 queries), we identify 121 165 non-unique and 99 065 unique academic publications covering issues relevant for demand-side mitigation. Second, we identify a literature typology with four key clusters: policy, housing, mobility, and food/consumption. Third, we systematically extract key content-based insights finding that the housing literature emphasizes social and collective action, whereas the food/consumption literatures highlight behavioral change, but insights also demonstrate the dynamic relationship between behavioral change and social norms. All clusters point to the possibility of improved public health as a result of demand-side solutions. The centrality of the policy cluster suggests that political actions are what bring the different specific approaches together. Fourth, by mapping the underlying epistemic communities we find that researchers are already highly interconnected, glued together by common interests in sustainability and energy demand. We conclude by outlining avenues for interdisciplinary collaboration, synthetic analysis, community building, and by suggesting next steps for evaluating this body of literature.
|
Auteur(s) |
Felix Creutzig
1, 2
, Max Callaghan
1, 3
, Anjali Ramakrishnan
1, 2
, Aneeque Javaid
1
, Leila Niamir
1
, Jan Minx
1, 3
, Finn Müller-Hansen
1
, Benjamin Sovacool
4
, Zakia Afroz
5, 6
, Mark Andor
7
, Miklós Antal
8, 9
, Victor Court
10
, Nandini Das
11
, Julio Díaz-José
12
, Friederike Doebbe
13
, Maria Figueroa
14
, Andrew Gouldson
3
, Helmut Haberl
9
, Andrew Hook
4
, Diana Ivanova
3
, William Lamb
1, 3
, Nadia Maïzi
15
, Érika Mata
16
, Kristian Steensen Nielsen
14
, Chioma Daisy Onyige
17
, Lucia Reisch
14
, Joyashree Roy
11, 18
, Pauline Scheelbeek
19
, Mahendra Sethi
1, 2
, Shreya Some
11, 20
, Steven Sorrell
4
, Mathilde Tessier
21, 15
, Tania Parveen Urmee
6
, Doris Virág
9
, Can Wang
22
, Dominik Wiedenhofer
9
, Charlie Wilson
23, 24
1
MCC -
Mercator Research Institute on Global Commons and Climate Change
( 445441 )
- EUREF Campus 19
Torgauer Straße 12-15
10829 Berlin
GERMANY
- Allemagne
2
TU -
Technical University of Berlin / Technische Universität Berlin
( 86624 )
- Straße des 17. Juni 135 10623 Berlin
- Allemagne
3
University of Leeds
( 123346 )
- Woodhouse Lane, Leeds LS2 9JT
- Royaume-Uni
4
University of Sussex
( 364331 )
- Brighton BN1 9RH
- Royaume-Uni
5
Carleton University
( 208909 )
- 1125 Colonel By Drive Ottawa, ON, Canada
- Canada
6
College of Science, Health, Engineering and Education [Perth, WA, Australia]
( 576466 )
- Australie
7
RWI -
Leibniz Institut für Wirtschaftsforschung
( 1066266 )
- Hohenzollernstraße 1-3 D, Essen 45128, Germany
- Allemagne
8
ELTE -
Eötvös Loránd University
( 305785 )
- H-1053 Budapest, Egyetem tér 1-3
- Hongrie
9
Institute of Social Ecology Vienna (SEC)
( 419673 )
- Autriche
10
IFPEN -
IFP Energies nouvelles
( 300006 )
- 1-4 avenue de Bois Préau
92500 Rueil-Malmaison
- France
11
Jadavpur University
( 367774 )
- 700032 Kolkata
- Inde
12
TecNM -
Tecnológico Nacional de México
( 574355 )
- Av. Universidad 1200, Col. Xoco, Mexico City,
Benito Juárez Mayor's Office CP 03330
- Mexique
13
SSE -
Stockholm School of Economics
( 50866 )
- Box 6501, SE-113 83 Stockholm
- Suède
14
CBS -
Copenhagen Business School [Copenhagen]
( 300903 )
- Solbjerg Pl. 3, 2000 Frederiksberg, Copenhagen
- Danemark
15
Mines Paris - PSL (École nationale supérieure des mines de Paris)
( 301492 )
- 60, boulevard Saint-Michel 75006 Paris
- France
16
IVL -
Swedish Environmental Research Institute
( 61647 )
- IVL Svenska Miljöinstitutet
Valhallavägen 81, 114 28 Stockholm
- Suède
17
University of Port Harcourt
( 560146 )
- East/West Road, PMB 5323 Choba, Rivers State, Nigeria
- Nigeria
18
AIT -
Asian Institute of Technology [Pathumthani]
( 322834 )
- 58 Moo 9,Paholyothin Highway Klong Luang, Pathumthani 12120
- Thaïlande
19
LSHTM -
London School of Hygiene and Tropical Medicine
( 353798 )
- Keppel Street
London
WC1E 7HT
- Royaume-Uni
20
Ahmedabad University
( 438737 )
- Inde
21
CMA -
Centre de Mathématiques Appliquées
( 28976 )
- Centre de Mathématiques Appliquées Rue Claude Daunesse CS 10207 06904 Sophia Antipolis Cedex
- France
22
THU -
Tsinghua University [Beijing]
( 24050 )
- Beijing, 100084 P.R.
- Chine
23
Tyndall Centre for Climate Change Research
( 66140 )
- University of East Anglia, Norwich NR4 7TJ, Royaume-Uni
- Royaume-Uni
24
IIASA -
International Institute for Applied Systems Analysis [Laxenburg]
( 487706 )
- Schlossplatz 1, A-2361 Laxenburg, Austria
- Autriche
|
Licence |
Paternité
|
Langue du document |
Anglais
|
Date de production/écriture |
2020-03-07
|
Nom de la revue |
|
Vulgarisation |
Non
|
Comité de lecture |
Oui
|
Audience |
Internationale
|
Date de publication |
2021-02-19
|
Date de publication électronique |
2021-02-19
|
Volume |
16
|
Numéro |
3
|
Page/Identifiant |
033001
|
Domaine(s) |
|
Collaboration/Projet |
|
Voir aussi |
|
DOI | 10.1088/1748-9326/abd78b |
Origine :
Publication financée par une institution
Loading...