The Effect of Pay-It-Forward During Disasters on Social Networks: A Network Approach

Some disaster survivors who had previously received support through volunteering participated in volunteer activities for people affected by subsequent disasters. This chain of support, known as “pay-it-forward,” is expected to expand social networks and bring about small-world property (i.e., netwo...

Full description

Saved in:
Bibliographic Details
Published inJournal of disaster research Vol. 20; no. 3; pp. 377 - 385
Main Authors Tanimoto, Riku, Kotani, Hitomu
Format Journal Article
LanguageEnglish
Published 01.06.2025
Online AccessGet full text

Cover

Loading…
Abstract Some disaster survivors who had previously received support through volunteering participated in volunteer activities for people affected by subsequent disasters. This chain of support, known as “pay-it-forward,” is expected to expand social networks and bring about small-world property (i.e., networks with high clustering and short path length between people). Previous research has focused on the effects of pay-it-forward on individuals (i.e., the psychological perspective), but has insufficiently determined its effects on the whole society or social networks (i.e., the sociological perspective). This study investigates the dynamic effects of pay-it-forward on network properties. We proposed a network formation model considering pay-it-forward during disasters and conducted numerical simulations. The results showed that pay-it-forward led to small-world property and higher social welfare in the long term, because it eliminated the disparity in ties between people (in particular, it reduced the number of people with fewer ties), which accelerated network formation during non-disaster periods. This result was more pronounced in societies with a larger disparity in ties. From a sociological perspective, our findings imply the significance of pay-it-forward volunteering and volunteer organizations that promote such activities.
AbstractList Some disaster survivors who had previously received support through volunteering participated in volunteer activities for people affected by subsequent disasters. This chain of support, known as “pay-it-forward,” is expected to expand social networks and bring about small-world property (i.e., networks with high clustering and short path length between people). Previous research has focused on the effects of pay-it-forward on individuals (i.e., the psychological perspective), but has insufficiently determined its effects on the whole society or social networks (i.e., the sociological perspective). This study investigates the dynamic effects of pay-it-forward on network properties. We proposed a network formation model considering pay-it-forward during disasters and conducted numerical simulations. The results showed that pay-it-forward led to small-world property and higher social welfare in the long term, because it eliminated the disparity in ties between people (in particular, it reduced the number of people with fewer ties), which accelerated network formation during non-disaster periods. This result was more pronounced in societies with a larger disparity in ties. From a sociological perspective, our findings imply the significance of pay-it-forward volunteering and volunteer organizations that promote such activities.
Author Tanimoto, Riku
Kotani, Hitomu
Author_xml – sequence: 1
  givenname: Riku
  surname: Tanimoto
  fullname: Tanimoto, Riku
  organization: Department of Urban Management, Graduate School of Engineering, Kyoto University, C1 Kyotodaigaku-Katsura, Nishikyo-ku, Kyoto, Kyoto 615-8540, Japan
– sequence: 2
  givenname: Hitomu
  orcidid: 0000-0002-5033-0855
  surname: Kotani
  fullname: Kotani, Hitomu
  organization: Department of Civil and Environmental Engineering, School of Environment and Society, Tokyo Institute of Technology, Tokyo, Japan
BookMark eNo10DtPwzAUhmELFYlSOrP6D7h1fGwnZqt6o1IFSJQ5cnyhKSWO7KCq_55Q4Cznnb7huUWDJjQOofuMThhVUkwPNvbFxKSlkOdXaJgVBZCCAh1cOiOM53CDxikdaH-C5wrkEO12e4eX3jvT4eDxiz6TTUdWIZ50tHjxFevmHS_qpFPnYsKhwa_B1PqIn1x3CvEjPeDZf-NZ28agzf4OXXt9TG7890fobbXczR_J9nm9mc-2xLBM5cQyzoVRTFXCamtFJXxligyckBIYoyC4FBUz2vEKqPWKgyp0XmgtJVPgYISmv7smhpSi82Ub608dz2VGy4tL2buUPy7lxQW-AUZfV1I
Cites_doi 10.1515/9781400833993
10.1006/jeth.2001.2903
10.1016/j.joi.2009.09.003
10.1145/1824760.1824763
10.1007/s11069-020-04319-8
10.1111/disa.12067
10.1007/s11069-016-2432-8
10.2139/ssrn.3795626
10.1007/s11266-017-9880-y
10.1038/nature04131
10.1371/journal.pone.0029188
10.1086/228943
10.1088/1367-2630/13/12/123005
10.1016/j.chaos.2023.113276
10.1016/j.jtbi.2010.05.010
10.1016/j.ijdrr.2020.101493
10.1103/PhysRevLett.87.198701
10.1007/s11069-018-3309-9
10.1038/30918
10.3390/su13041669
10.1098/rspb.2006.0125
10.1007/s42001-023-00221-y
10.1146/annurev.soc.27.1.415
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.20965/jdr.2025.p0377
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Social Welfare & Social Work
EISSN 1883-8030
EndPage 385
ExternalDocumentID 10_20965_jdr_2025_p0377
GroupedDBID 6KP
7.U
AAYXX
ALMA_UNASSIGNED_HOLDINGS
CITATION
EBS
EJD
GROUPED_DOAJ
JSF
JSH
OK1
RJT
RZJ
TH9
ID FETCH-LOGICAL-c2197-d2445c929b5dadd5b5fbc813e566322035465b2cae4b30df94398a78aa66293e3
ISSN 1881-2473
IngestDate Thu Jul 03 08:31:27 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c2197-d2445c929b5dadd5b5fbc813e566322035465b2cae4b30df94398a78aa66293e3
ORCID 0000-0002-5033-0855
OpenAccessLink https://doi.org/10.20965/jdr.2025.p0377
PageCount 9
ParticipantIDs crossref_primary_10_20965_jdr_2025_p0377
PublicationCentury 2000
PublicationDate 2025-06-01
PublicationDateYYYYMMDD 2025-06-01
PublicationDate_xml – month: 06
  year: 2025
  text: 2025-06-01
  day: 01
PublicationDecade 2020
PublicationTitle Journal of disaster research
PublicationYear 2025
References key-10.20965/jdr.2025.p0377-9
key-10.20965/jdr.2025.p0377-8
key-10.20965/jdr.2025.p0377-10
key-10.20965/jdr.2025.p0377-7
key-10.20965/jdr.2025.p0377-11
key-10.20965/jdr.2025.p0377-6
key-10.20965/jdr.2025.p0377-12
key-10.20965/jdr.2025.p0377-5
key-10.20965/jdr.2025.p0377-13
key-10.20965/jdr.2025.p0377-4
key-10.20965/jdr.2025.p0377-14
key-10.20965/jdr.2025.p0377-3
key-10.20965/jdr.2025.p0377-15
key-10.20965/jdr.2025.p0377-2
key-10.20965/jdr.2025.p0377-1
key-10.20965/jdr.2025.p0377-27
key-10.20965/jdr.2025.p0377-20
key-10.20965/jdr.2025.p0377-21
key-10.20965/jdr.2025.p0377-22
key-10.20965/jdr.2025.p0377-23
key-10.20965/jdr.2025.p0377-24
key-10.20965/jdr.2025.p0377-25
key-10.20965/jdr.2025.p0377-26
key-10.20965/jdr.2025.p0377-16
key-10.20965/jdr.2025.p0377-17
key-10.20965/jdr.2025.p0377-18
key-10.20965/jdr.2025.p0377-19
References_xml – ident: key-10.20965/jdr.2025.p0377-20
  doi: 10.1515/9781400833993
– ident: key-10.20965/jdr.2025.p0377-17
  doi: 10.1006/jeth.2001.2903
– ident: key-10.20965/jdr.2025.p0377-13
  doi: 10.1016/j.joi.2009.09.003
– ident: key-10.20965/jdr.2025.p0377-15
  doi: 10.1145/1824760.1824763
– ident: key-10.20965/jdr.2025.p0377-3
  doi: 10.1007/s11069-020-04319-8
– ident: key-10.20965/jdr.2025.p0377-1
  doi: 10.1111/disa.12067
– ident: key-10.20965/jdr.2025.p0377-16
  doi: 10.1007/s11069-016-2432-8
– ident: key-10.20965/jdr.2025.p0377-23
  doi: 10.2139/ssrn.3795626
– ident: key-10.20965/jdr.2025.p0377-5
  doi: 10.1007/s11266-017-9880-y
– ident: key-10.20965/jdr.2025.p0377-2
  doi: 10.1038/nature04131
– ident: key-10.20965/jdr.2025.p0377-26
– ident: key-10.20965/jdr.2025.p0377-21
– ident: key-10.20965/jdr.2025.p0377-11
  doi: 10.1371/journal.pone.0029188
– ident: key-10.20965/jdr.2025.p0377-18
  doi: 10.1086/228943
– ident: key-10.20965/jdr.2025.p0377-14
  doi: 10.1088/1367-2630/13/12/123005
– ident: key-10.20965/jdr.2025.p0377-12
  doi: 10.1016/j.chaos.2023.113276
– ident: key-10.20965/jdr.2025.p0377-10
  doi: 10.1016/j.jtbi.2010.05.010
– ident: key-10.20965/jdr.2025.p0377-25
  doi: 10.1016/j.ijdrr.2020.101493
– ident: key-10.20965/jdr.2025.p0377-19
  doi: 10.1103/PhysRevLett.87.198701
– ident: key-10.20965/jdr.2025.p0377-27
  doi: 10.1007/s11069-018-3309-9
– ident: key-10.20965/jdr.2025.p0377-8
  doi: 10.1038/30918
– ident: key-10.20965/jdr.2025.p0377-6
– ident: key-10.20965/jdr.2025.p0377-24
  doi: 10.3390/su13041669
– ident: key-10.20965/jdr.2025.p0377-9
  doi: 10.1098/rspb.2006.0125
– ident: key-10.20965/jdr.2025.p0377-4
– ident: key-10.20965/jdr.2025.p0377-7
  doi: 10.1007/s42001-023-00221-y
– ident: key-10.20965/jdr.2025.p0377-22
  doi: 10.1146/annurev.soc.27.1.415
SSID ssj0000547936
Score 2.3109634
Snippet Some disaster survivors who had previously received support through volunteering participated in volunteer activities for people affected by subsequent...
SourceID crossref
SourceType Index Database
StartPage 377
Title The Effect of Pay-It-Forward During Disasters on Social Networks: A Network Approach
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8NAEF58XLyIT3yzBxGhpKbZR1dvxVqqoKeK3sJudgOiJlLTg_56Z7ObNIqF6iUkSzKk_YaZbzcz3yJ0TDVXGvJGwDWFCQqnMhDcLuSHIk2AL1AS2ubk2zs-vKc3j-xxWsRedpcUqp18_tpX8h9UYQxwtV2yf0C2NgoDcA74whEQhuPcGHv5YVvKJj-C6yIY5GNbCdvquwbE_tO7tGII5WcB34x752q_311bur-yhLRsr5rBV7U31PL6QPU68khmFvDc9ek_T-oYnhduw6jWEMLG66S5wBCxaSGUj4lCdIKIuh1H2qYaI5Dc_CcVH0ijsOEwpBEVid-pxSVY4vbo-Rm7I6tDY4O3tjKtEWu_hfVzTZXsH9mrrimE2UxpIgYDsTUQlwYW0XIEM4jmbNvJvtslxbL3rPp5TviptHH2_SUanKVBPkZraNWjgHvOBdbRgsk20IFDEz-Yl1SODT7B1QCguYlG4B3YeQfOU_zdO7DzDlx7B86z6vHKOy5wrzrHlW9sofvB1ehyGPg9NIIEclE30EDfWAIcWDENqYwplqpEdIgBGg-xPCSMcqaiRBqqSKjTcyCoQnaFlJwDEzRkGy1leWZ2EObdMOWCUt011EqMCsqU4CmQTCWBNopddFr9S_Gbk0qJZ4CyN_-t-2hl6pQHaKkYT8wh8MBCHZWIfgG4MFmQ
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+Effect+of+Pay-It-Forward+During+Disasters+on+Social+Networks%3A+A+Network+Approach&rft.jtitle=Journal+of+disaster+research&rft.au=Tanimoto%2C+Riku&rft.au=Kotani%2C+Hitomu&rft.date=2025-06-01&rft.issn=1881-2473&rft.eissn=1883-8030&rft.volume=20&rft.issue=3&rft.spage=377&rft.epage=385&rft_id=info:doi/10.20965%2Fjdr.2025.p0377&rft.externalDBID=n%2Fa&rft.externalDocID=10_20965_jdr_2025_p0377
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1881-2473&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1881-2473&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1881-2473&client=summon