Evidence map›Paper›PMID 35817934›Full record

ArticleNature human behaviour2022

The globalizability of temporal discounting.

Kai Ruggeri, Amma Panin, Milica Vdovic, Bojana Većkalov, Nazeer Abdul-Salaam, Jascha Achterberg, Carla Akil, Jolly Amatya, Kanchan Amatya, Thomas Lind Andersen and 161 more

Abstract read
In one paragraph

Article in Nature human behaviour, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Domain-specific discounting of health and money: implications for health technology assessment.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
  4. Faster Uptake, Slower Let-Down: Asymmetric Community Responses to Changing Risks During a Pandemic.Risk analysis : an official publication of the Society for Risk Analysis · 2026
    Article
  5. Article
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  9. Article
  10. How Can Debiasing Research Aid Efforts to Reduce Discrimination?Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc · 2025
    Review
  11. Review
  12. Delay discounting predicts COVID-19 vaccine booster willingness.Cognitive research: principles and implications · 2025
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Heterogeneity in effect size estimates.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

171 authors.

Kai RuggeriColumbia University, New York, NY, USA. kai.ruggeri@columbia.edu.ORCID http://orcid.org/0000-0002-8470-101X
Amma PaninUC Louvain, Louvain, Belgium.ORCID http://orcid.org/0000-0002-1608-3678
Milica VdovicFaculty of Media and Communications, Belgrade, Serbia.ORCID http://orcid.org/0000-0002-8094-2465
Bojana VećkalovUniversity of Amsterdam, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0002-8477-1261
Nazeer Abdul-SalaamColumbia University, New York, NY, USA.
Jascha AchterbergUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-2002-3210
Carla AkilAmerican University of Beirut, Beirut, Lebanon.
Jolly AmatyaUN Major Group for Children and Youth (UNMGCY), Kathmandu, Nepal.
Kanchan AmatyaUnited Nations Children's Fund (UNICEF), Kathmandu, Nepal.ORCID http://orcid.org/0000-0002-8396-4280
Thomas Lind AndersenPPR Svendborg, Svendborg, Denmark.ORCID http://orcid.org/0000-0002-4220-1674
Sibele D AquinoPontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0003-1391-0911
Arjoon ArunasalamQueen's University Belfast, Belfast, UK.ORCID http://orcid.org/0000-0002-5651-9560
Sarah Ashcroft-JonesUniversity of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-8614-9310
Adrian Dahl AskelundNic Waals Institute, Oslo, Norway.ORCID http://orcid.org/0000-0003-2669-5472
Nélida AyacaxliColumbia University, New York, NY, USA.
Aseman Bagheri SheshdehSt. Lawrence University, Canton, NY, USA.
Alexander BaileyQueen's University Belfast, Belfast, UK.ORCID http://orcid.org/0000-0002-6478-3441
Paula Barea ArroyoUniversity College London, London, UK.ORCID http://orcid.org/0000-0002-4948-1912
Genaro Basulto MejíaCentro de Investigación y Docencias Económicas, Ciudad de México, México.ORCID http://orcid.org/0000-0002-0376-6568
Martina BenvenutiUniversity of Bologna, Bologna, Italy.ORCID http://orcid.org/0000-0001-8575-5047
Mari Louise BergeUnaffiliated, Budapest, Hungary.
Aliya BermaganbetWorkforce Development Center, Nur-Sultan, Kazakhstan.
Katherine BibilouriColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-2267-2038
Ludvig Daae BjørndalUniversity of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0001-9773-8287
Sabrina BlackUniversity of St Andrews, St Andrews, UK.
Johanna K Blomster LysholOslo New University College, Oslo, Norway.ORCID http://orcid.org/0000-0002-3157-5443
Tymofii BrikKyiv School of Economics, Kyiv, Ukraine.ORCID http://orcid.org/0000-0002-5542-1019
Eike Kofi BuabangKU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0002-3057-0819
Matthias BurghartUniversity of Konstanz, Konstanz, Germany.ORCID http://orcid.org/0000-0001-7300-1846
Aslı BursalıoğluLoyola University Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0003-1423-4732
Naos Mesfin BuzayuDuke Kunshan University, Kunshan, China.ORCID http://orcid.org/0000-0003-3613-3537
Martin ČadekLeeds Beckett University, Leeds, UK.
Nathalia Melo de CarvalhoPontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil.ORCID http://orcid.org/0000-0001-8072-3310
Ana-Maria CazanTransilvania University of Brasov, Brasov, Romania.ORCID http://orcid.org/0000-0003-4521-702X
Melis ÇetinçelikMax Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.ORCID http://orcid.org/0000-0002-8931-5732
Valentino E ChaiNational University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-9885-6792
Patricia ChenNational University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-0173-9320
Shiyi ChenThe University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-6611-4359
Georgia ClayTechnische Universität Dresden, Dresden, Germany.ORCID http://orcid.org/0000-0001-5641-6804
Simone D'AmbrogioUniversity of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0001-9030-8145
Kaja DamnjanovićUniversity of Belgrade, Belgrade, Serbia.ORCID http://orcid.org/0000-0002-9254-1263
Grace DuffyQueen's University Belfast, Belfast, UK.
Tatianna DugueColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0002-2887-141X
Twinkle DwarkanathColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0002-1115-2654
Esther Awazzi EnvuladuUniversity of Jos, Jos, Nigeria.
Nikola ErcegUniversity of Zagreb, Zagreb, Croatia.ORCID http://orcid.org/0000-0002-9056-4592
Celia Esteban-SernaUniversity College London, London, UK.ORCID http://orcid.org/0000-0003-4965-1173
Eman FarahatAin Shams University, Cairo, Egypt.ORCID http://orcid.org/0000-0001-6467-8599
R A FarrokhniaColumbia University, New York, NY, USA.
Mareyba FawadColumbia University, New York, NY, USA.
Muhammad FedryansyahUniversitas Padjadjaran, Bandung, Indonesia.ORCID http://orcid.org/0000-0001-7082-2550
David FengColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-1223-8094
Silvia FilippiUniversity of Padua, Padua, Italy.ORCID http://orcid.org/0000-0002-5890-7460
Matías A FonolláSt. Lawrence University, Canton, NY, USA.ORCID http://orcid.org/0000-0002-9307-8039
René FreichelUniversity of Amsterdam, Amsterdam, the Netherlands.ORCID http://orcid.org/0000-0002-9478-0575
Lucia FreiraUniversidad Torcuato Di Tella, Buenos Aires, Argentina.ORCID http://orcid.org/0000-0002-2710-0760
Maja FriedemannUniversity of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0003-1506-2135
Ziwei GaoUniversity College London, London, UK.ORCID http://orcid.org/0000-0002-8706-8758
Suwen GeColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-9318-976X
Sandra J GeigerUniversity of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-3262-5609
Leya GeorgeUniversity College London, London, UK.ORCID http://orcid.org/0000-0002-0020-6178
Iulia GrabovskiTransilvania University of Brasov, Brasov, Romania.ORCID http://orcid.org/0000-0001-5839-9796
Aleksandra GrachevaColumbia University, New York, NY, USA.
Anastasia GrachevaColumbia University, New York, NY, USA.
Ali HajianUniversity of Tehran, Tehran, Iran.ORCID http://orcid.org/0000-0002-6679-438X
Nida HasanColumbia University, New York, NY, USA.
Marlene HechtMax Planck Institute for Human Development, Berlin, Germany.ORCID http://orcid.org/0000-0003-0700-0073
Xinyi HongDuke University, Durham, NC, USA.
Barbora HubenáUnaffiliated, Prague, Czech Republic.
Alexander Gustav Fredriksen IkonomeasUniversity of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0002-3817-030X
Sandra IlićUniversity of Belgrade, Belgrade, Serbia.ORCID http://orcid.org/0000-0002-5145-0197
David IzydorczykUniversity of Mannheim, Mannheim, Germany.ORCID http://orcid.org/0000-0002-8792-0795
Lea JakobCharles University, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-9659-0353
Margo JanssensTilburg University, Tilburg, the Netherlands.ORCID http://orcid.org/0000-0002-9455-7939
Hannes JarkeUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-6022-6381
Ondřej KáchaUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-2837-9238
Kalina Nikolova KalinovaLeiden University, Leiden, the Netherlands.ORCID http://orcid.org/0000-0001-8444-0959
Forget Mingiri KapinguraUniversity of Fort Hare, Alice, South Africa.ORCID http://orcid.org/0000-0002-5808-5612
Ralitsa KarakashevaUnaffiliated, London, UK.
David Oliver KasdanSungkyunkwan University, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0002-6709-1424
Emmanuel KemelGREGHEC, CNRS, HEC Paris, Jouy en Josas, France.
Peggah KhorramiHarvard University, Boston, MA, USA.
Jakub M KrawiecSWPS University of Social Sciences and Humanities, Warsaw, Poland.ORCID http://orcid.org/0000-0002-8422-8090
Nato LagidzeColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0002-5837-8917
Aleksandra LazarevićUniversity of Belgrade, Belgrade, Serbia.
Aleksandra LazićUniversity of Belgrade, Belgrade, Serbia.ORCID http://orcid.org/0000-0002-0433-0483
Hyung Seo LeeEmory University, Atlanta, GA, USA.ORCID http://orcid.org/0000-0003-0705-5314
Žan LepUniversity of Ljubljana, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0003-0130-4543
Samuel LinsUniversity of Porto, Porto, Portugal.ORCID http://orcid.org/0000-0001-6824-4691
Ingvild Sandø LofthusUniversity of Oslo, Oslo, Norway.
Lucía MacchiaHarvard Kennedy School, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-9558-4747
Salomé MamedeUniversity of Porto, Porto, Portugal.ORCID http://orcid.org/0000-0002-4826-3390
Metasebiya Ayele MamoDuke Kunshan University, Kunshan, China.
Laura MaratkyzyNazarbayev University, Nur-Sultan, Kazakhstan.
Silvana MarevaUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-1728-9811
Shivika MarwahaUniversity College Cork, Cork, Ireland.
Lucy McGillUniversity of Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0002-0702-2806
Sharon McParlandQueen's University Belfast, Belfast, UK.ORCID http://orcid.org/0000-0001-6714-3012
Anișoara MelnicTransilvania University of Brasov, Brasov, Romania.
Sebastian A MeyerFundación Paraguaya, Asunción, Paraguay.
Szymon MizakSWPS University of Social Sciences and Humanities, Warsaw, Poland.ORCID http://orcid.org/0000-0003-0308-007X
Amina MohammedGombe State University, Gombe, Nigeria.
Aizhan MukhyshbayevaUniversity of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-5538-955X
Joaquin NavajasUniversidad Torcuato Di Tella, Buenos Aires, Argentina.ORCID http://orcid.org/0000-0001-8765-037X
Dragana NeshevskaSs. Cyril and Methodius University, Skopje, North Macedonia.ORCID http://orcid.org/0000-0001-5419-0266
Shehrbano Jamali NiaziMcGill University, Montreal, Quebec, Canada.
Ana Elsa Nieto NievesUniversidad Autónoma de Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0001-9041-8977
Franziska NippoldUniversity of Amsterdam, Amsterdam, the Netherlands.
Julia OberschulteLudwig-Maximilians-Universität München, Munich, Germany.ORCID http://orcid.org/0000-0002-8174-8656
Thiago OttoColumbia University, New York, NY, USA.
Riinu PaeUniversity College London, London, UK.ORCID http://orcid.org/0000-0003-2044-0102
Tsvetelina PanchelievaIPHS-Bulgarian Academy of Sciences, Sofia, Bulgaria.
Sun Young ParkColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-4246-7437
Daria Stefania PascuUniversity of Padua, Padua, Italy.ORCID http://orcid.org/0000-0002-7944-643X
Irena PavlovićUniversity of Belgrade, Belgrade, Serbia.
Marija B PetrovićUniversity of Belgrade, Belgrade, Serbia.ORCID http://orcid.org/0000-0001-6422-3957
Dora PopovićIvo Pilar Institute of Social Sciences, Zagreb, Croatia.
Gerhard M PrinzBezirkskrankenhaus Straubing, Straubing, Germany.ORCID http://orcid.org/0000-0001-7930-7176
Nikolay R RachevSofia University St. Kliment Ohridski, Sofia, Bulgaria.ORCID http://orcid.org/0000-0002-5654-2883
Pika RancUniversity of Ljubljana, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0002-4725-8522
Josip RazumIvo Pilar Institute of Social Sciences, Zagreb, Croatia.ORCID http://orcid.org/0000-0002-2633-3271
Christina Eun RhoColumbia University, New York, NY, USA.
Leonore RiitsaluUniversity of Tartu, Tartu, Estonia.ORCID http://orcid.org/0000-0002-0941-7983
Federica RoccaQueen's University Belfast, Belfast, UK.
R Shayna RosenbaumYork University, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0001-5328-8675
James RujimoraUniversity of Central Florida, Orlando, FL, USA.ORCID http://orcid.org/0000-0002-8295-1525
Binahayati RusyidiUniversitas Padjadjaran, Bandung, Indonesia.ORCID http://orcid.org/0000-0003-4870-9177
Charlotte RutherfordUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-2733-2323
Rand SaidQueen's University Belfast, Belfast, UK.ORCID http://orcid.org/0000-0001-9703-4706
Inés SanguinoUniversity of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0003-0965-6850
Ahmet Kerem SarikayaColumbia University, New York, NY, USA.
Nicolas SayPrague University of Economics and Business, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-1560-9260
Jakob SchuckUniversity of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0002-6469-0018
Mary ShielsQueen's University Belfast, Belfast, UK.
Yarden ShirTel Aviv University, Tel Aviv, Israel.
Elisabeth D C SievertHelmut Schmidt University, Hamburg, Germany.
Irina SobolevaDuke Kunshan University, Kunshan, China.ORCID http://orcid.org/0000-0003-4934-4085
Tina SolomoniaTbilisi State University, Tbilisi, Georgia.ORCID http://orcid.org/0000-0002-7985-6666
Siddhant SoniErasmus University Rotterdam, Rotterdam, Netherlands.
Irem SoysalColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-8016-8484
Federica StablumUniversity of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-9712-9123
Felicia T A SundströmUppsala University, Uppsala, Sweden.ORCID http://orcid.org/0000-0002-7032-1614
Xintong TangColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0002-6025-688X
Felice TaveraUniversity of Cologne, Cologne, Germany.
Jacqueline TaylorColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-7455-0185
Anna-Lena TebbeMax Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.ORCID http://orcid.org/0000-0003-4933-2797
Katrine Krabbe ThommesenCopenhagen University, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-0696-7621
Juliette Tobias-WebbKaplan Business School, Sydney, New South Wales, Australia.
Anna Louise TodsenUniversity of St Andrews, St Andrews, UK.
Filippo ToscanoUniversity of Padua, Padua, Italy.ORCID http://orcid.org/0000-0001-6077-2094
Tran TranErasmus University Rotterdam, Rotterdam, Netherlands.
Jason TrinhColumbia University, New York, NY, USA.
Alice TuratiColumbia University, New York, NY, USA.
Kohei UedaKyushu University, Fukuoka, Japan.ORCID http://orcid.org/0000-0003-1818-8366
Martina VacondioUniversity of Klagenfurt, Klagenfurt, Austria.ORCID http://orcid.org/0000-0003-0024-8527
Volodymyr VakhitovKyiv School of Economics, Kyiv, Ukraine.
Adrianna J ValenciaColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-1222-5904
Chiara Van ReynKU Leuven, Leuven, Belgium.ORCID http://orcid.org/0000-0002-1100-2525
Tina A G VenemaAarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-3939-2828
Sanne E VerraUtrecht University, Utrecht, the Netherlands.ORCID http://orcid.org/0000-0003-4963-0153
Jáchym VintrCharles University, Prague, Czech Republic.
Marek A VrankaCharles University, Prague, Czech Republic.ORCID http://orcid.org/0000-0003-3413-9062
Lisa WagnerUniversity of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-1925-2676
Xue WuKyushu University, Fukuoka, Japan.ORCID http://orcid.org/0000-0002-9461-3558
Ke Ying XingCornell University, Ithaca, NY, USA.
Kailin XuQueen's University Belfast, Belfast, UK.
Sonya XuColumbia University, New York, NY, USA.ORCID http://orcid.org/0000-0003-1799-1309
Yuki YamadaKyushu University, Fukuoka, Japan.ORCID http://orcid.org/0000-0003-1431-568X
Aleksandra YosifovaNew Bulgarian University, Sofia, Bulgaria.ORCID http://orcid.org/0000-0002-2280-3467
Zorana ZupanUniversity of Belgrade, Belgrade, Serbia.ORCID http://orcid.org/0000-0002-0763-8192
Eduardo García-GarzonUniversidad Camilo José Cela, Madrid, Spain.ORCID http://orcid.org/0000-0001-5258-232X

Funding

Medical Research Council MC_UU_00005/6Medical Research Council MC_UU_00030/2
6 · The paper itself

Abstract

Economic inequality is associated with preferences for smaller, immediate gains over larger, delayed ones. Such temporal discounting may feed into rising global inequality, yet it is unclear whether it is a function of choice preferences or norms, or rather the absence of sufficient resources for immediate needs. It is also not clear whether these reflect true differences in choice patterns between income groups. We tested temporal discounting and five intertemporal choice anomalies using local currencies and value standards in 61 countries (N = 13,629). Across a diverse sample, we found consistent, robust rates of choice anomalies. Lower-income groups were not significantly different, but economic inequality and broader financial circumstances were clearly correlated with population choice patterns.

Indexed as

Delay DiscountingHumans

Identifiers

PMID35817934
PMCPMC9584811

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.