Determinants of trust in banks’ payment services during COVID: An exploration using daily data
Open accessAbstract
Trust in banks is key, especially in turbulent times. Using unique daily data for a representative panel of Dutch consumers, we examine to what extent the COVID-crisis has affected trust in banks' payment services. We have the following main findings. First, COVID-19 measures have affected trust in banks' payment services. The first lockdown increased narrow-scope trust (trust in consumers' own bank payment services) and broad-scope trust (trust in banks' payment services in general). The second lockdown decreased both notions of trust. The crisis measures impacted the trust of the elderly the strongest. Second, personal characteristics are significantly related to trust in banks' payment services. For example, we find that both types of trust are increasing with digital literacy and the ease of getting by with income. Third, narrow-scope trust is higher than broad-scope trust. The gap between trust in the own bank and trust in banks in general is highest for customers of small banks.
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Income level of banking users influences both the level of trust in the financial system and the usage of digital payments.
“The income level of banking users might influence both the level of trust in the financial system and the usage of digital payments.”
From Digital Payments Trust in Latin America and the Caribbean (2025) · cites this paper as Bijlsma et al., 2022
The Introduction and Conclusion (Sections 1 and 4; page unavailable) report that income is positively related to broad-scope trust in banks’ payment services, but not to narrow-scope trust. The paper does not report that income influences the use of digital payments, so it supports only the trust portion of the claim. (LLM, conf=0.88)
Experimental — accuracy not yet measuredChanges in trust in banks can have a different impact depending on people's income level.
“These results reflect that changes in trust in banks can have a different impact depending on people's income level (Bijlsma et al., 2022).”
From Digital Payments Trust in Latin America and the Caribbean (2025) · cites this paper as Bijlsma et al., 2022
Section 3.1 reports that lockdown measures changed trust differently across income groups: the second lockdown had a stronger negative effect on broad-scope trust among lower-income people. The claim reverses that relationship by saying changes in trust have different impacts; the paper instead examines income differences in how trust responds to lockdown measures. (LLM, conf=0.82)
Experimental — accuracy not yet measuredThere are few studies analyzing the relationship between trust in the financial system and use of digital payments that also consider multiple digital payment instruments.
“However, there are few studies analyzing this relationship (Bijlsma et al., 2022; van der Cruijsen et al., 2023) that also exclusively analyzed a single payment instrument, such as mobile payments, without considering other digital payment instruments such as financial transfers, cards, and others.”
From Digital Payments Trust in Latin America and the Caribbean (2025) · cites this paper as Bijlsma et al., 2022
Section 2.1 (Data Used; page unavailable) says the study analyzes questionnaire responses about trust in banks, rather than payment-diary data on instrument use. Searches for mobile payments and a trust–payment-use relationship found no passage establishing how many studies examine that relationship or whether they consider one or multiple digital payment instruments. (LLM, conf=0.76)
Experimental — accuracy not yet measured
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Cites
A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)
Hale, T., Angrist, N., Goldszmidt, R., Kira, B., Petherick, A., Phillips, T., Webster, S., Cameron-Blake, E., Hallas, L., Majumdar, S., et al. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01079-8 · Cited by 4,578 · see citing works
Qiu, J., Shen, B., Zhao, M., Wang, Z., Xie, B., & Xu, Y. (2020) · General Psychiatry · doi:10.1136/gpsych-2020-100213 · Cited by 4,307 · see citing works
Consumer trust, value, and loyalty in relational exchanges
Sirdeshmukh, D., Singh, J., & Sabol, B. (2002) · Journal of Marketing · doi:10.1509/jmkg.66.1.15.18449 · Cited by 4,196 · see citing works
Bonanno, G. A., Brewin, C. R., Kaniasty, K., & Greca, A. M. L. (2010) · Psychological Science in the Public Interest · doi:10.1177/1529100610387086 · Cited by 1,289 · see citing works
Blundell, R. W., Dias, M. C., Joyce, R. C., & Xu, X. (2020) · Fiscal Studies · doi:10.1111/1475-5890.12232 · Cited by 866 · see citing works
Sibley, C. G., Greaves, L. M., Satherley, N., Wilson, M., Overall, N. C., Lee, C. H. J., Milojev, P., Bulbulia, J. A., Osborne, D., Milfont, T. L., et al. (2020) · American Psychologist · doi:10.1037/amp0000662 · Cited by 809 · see citing works
The effect of COVID‐19 lockdowns on political support: Some good news for democracy?
Bol, D., Giani, M., Blais, A., & Loewen, P. J. (2021) · European Journal of Political Research · doi:10.1111/1475-6765.12401 · Cited by 701 · see citing works
Journal of economic psychology
Collopy, F. (1995) · International Journal of Forecasting · doi:10.1016/0169-2070(95)90069-1 · Cited by 406 · see citing works
Sapienza, P., & Zingales, L. (2012) · International Review of Finance · doi:10.1111/j.1468-2443.2012.01152.x · Cited by 337 · see citing works
Banking system trust, bank trust, and bank loyalty
Plasmeijer, P. W. J., & van Raaij, W. F. (2017) · International Journal of Bank Marketing · doi:10.1108/ijbm-12-2015-0195 · Cited by 212 · see citing works
Fungáčová, Z., Hasan, I., & Weill, L. (2017) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2017.08.014 · Cited by 179 · see citing works
Social trust in the midst of pandemic crisis: Implications from COVID-19 of South Korea
Kye, B., & Hwang, S.-J. (2020) · Research in Social Stratification and Mobility · doi:10.1016/j.rssm.2020.100523 · Cited by 161 · see citing works
Trust in Banks during Normal and Crisis Times—Evidence from Survey Data
Knell, M., & Stix, H. (2015) · Economica · doi:10.1111/ecca.12162 · Cited by 115 · see citing works
Groeniger, J. O., Noordzij, K., van der Waal, J., & de Koster, W. (2021) · Social Science & Medicine · doi:10.1016/j.socscimed.2021.113819 · Cited by 106 · see citing works
Trust in financial institutions: A survey
van der Cruijsen, C. A. B., de Haan, J., & Roerink, R. (2021) · Journal of Economic Surveys · doi:10.1111/joes.12468 · Cited by 103 · see citing works
Understanding Trust in Financial Services
Hansen, T. (2012) · Journal of Service Research · doi:10.1177/1094670512439105 · Cited by 102 · see citing works
Financial knowledge and trust in financial institutions
van der Cruijsen, C. A. B., de Haan, J., & Roerink, R. (2021) · Journal of Consumer Affairs · doi:10.1111/joca.12363 · Cited by 96 · see citing works
Trust and Financial Crisis Experiences
van der Cruijsen, C. A. B., de Haan, J., & Jansen, D. (2015) · Social Indicators Research · doi:10.1007/s11205-015-0984-8 · Cited by 86 · see citing works
Cash remains top-of-wallet! International evidence from payment diaries
Arango, C., Bouhdaoui, Y., Bounie, D., et al. (2017) · Economic Modelling · doi:10.1016/j.econmod.2017.09.002 · Cited by 63 · see citing works
In love with the debit card but still married to cash
van der Cruijsen, C. A. B., Hernández, L., & Jonker, N. (2016) · Applied Economics · doi:10.1080/00036846.2016.1251568 · Cited by 62 · see citing works
Shim, S., Serido, J., & Tang, C. (2013) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2012.10.001 · Cited by 54 · see citing works
COVID-19 and the Demand for Online Grocery Shopping: Empirical Evidence from the Netherlands
Baarsma, B. E., & Groenewegen, J. (2021) · De Economist · doi:10.1007/s10645-021-09389-y · Cited by 52 · see citing works
Thoresen, S., Blix, I., Wentzel‐Larsen, T., & Birkeland, M. S. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.698519 · Cited by 34 · see citing works
Trust and Risk Aversion in the Aftermath of the Great Recession
Guiso, L. (2012) · European Business Organization Law Review · doi:10.1017/s1566752912000146 · Cited by 32 · see citing works
Estimating Cash Usage: The Impact of Survey Design on Research Outcomes
Jonker, N., & Kosse, A. (2013) · De Economist · doi:10.1007/s10645-012-9200-2 · Cited by 29 · see citing works
Ctrl+C Ctrl+Pay: Do People Mirror Electronic Payment Behavior of their Peers?
van der Cruijsen, C. A. B., & Knoben, J. (2020) · Journal of Financial Services Research · doi:10.1007/s10693-020-00345-6 · Cited by 27 · see citing works
Has the COVID-19 pandemic affected public trust? Evidence for the US and the Netherlands
van der Cruijsen, C. A. B., de Haan, J., & Jonker, N. (2022) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2022.07.006 · Cited by 27 · see citing works
Financial shocks and the erosion of interpersonal trust: Evidence from longitudinal data
Jetter, M., & Kristoffersen, I. (2018) · Journal of Economic Psychology · doi:10.1016/j.joep.2018.07.001 · Cited by 25 · see citing works
Trust and the Household-Bank RelationshipPreprint
Ampudia, M., & Palligkinis, S. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3266282 · Cited by 22 · see citing works
PRE- AND POST-CRISIS TRUST IN BANKS: LESSONS FROM TRANSITIONAL COUNTRIES
Afandi, E., & Habibov, N. (2017) · Journal of Economic Development · doi:10.35866/caujed.2017.42.1.004 · Cited by 18 · see citing works
Did a Public Campaign Influence Debit Card Usage? Evidence from the Netherlands
Jonker, N., Plooij, M., & Verburg, J. (2017) · Journal of Financial Services Research · doi:10.1007/s10693-017-0281-6 · Cited by 18 · see citing works
Fungáčová, Z., & Weill, L. (2018) · Pacific Economic Review · doi:10.1111/1468-0106.12265 · Cited by 16 · see citing works
Rahman, M. H., Lee, G. H. Y., Shabnam, N., & Jayasinghe, S. (2020) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2020.07.027 · Cited by 15 · see citing works
Financial Stability and Public Confidence in BanksPreprint
Chernykh, L., Davydov, D., & Sihvonen, J. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3339743 · Cited by 13 · see citing works
Fuel tourism in Dutch border regions: Are only salient price differentials relevant?
Jansen, D., & Jonker, N. (2018) · Energy Economics · doi:10.1016/j.eneco.2018.05.036 · Cited by 13 · see citing works
From cash to cards: how debit card payments overtook cash in the NetherlandsPreprint
Jonker, N., Hernández, L., de Vree, R., et al. (2017) · RePEc: Research Papers in Economics · Cited by 8 · see citing works
Has the COVID-19 pandemic affected public trust? Evidence for the US and the NetherlandsPreprint
van der Cruijsen, C. A. B., de Haan, J., & Jonker, N. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3911783 · Cited by 5 · see citing works
Effect of COVID-19 on payment patterns: A policy perspective
Jonker, N., van der Cruijsen, C. A. B., Bijlsma, M. J., et al. (2021) · Data Archiving and Networked Services (DANS) · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- [9]9. Ennew, C., & Sekhon, H. (2007). Measuring trust in financial services: The trust index. Consumer Policy Review, 17(2), 62-68.
- [11]11. Fungáčová, Z., Hasan, I., & Weill, L. (2019). Trust in banks. Journal of Economic Behavior & Organiza- tion, 157, 452-476.
Cited by
Sorted by citations
Towards financial inclusion: Trust in banks’ payment services among groups at risk
Broekhoff, M.-C., van der Cruijsen, C., & de Haan, J. (2024) · Economic Analysis and Policy · doi:10.1016/j.eap.2024.02.038 · Cited by 26 · see citing works
Self-citationDigital Payments Trust in Latin America and the Caribbean
Rubio, J., & Tulcanaza-Prieto, A. B. (2025) · Economies · doi:10.3390/economies13050140 · Cited by 6 · see citing works
- Authors
- Bijlsma, M., van der Cruijsen, C., & Koldijk, J.
- Affiliations
- Tilburg University (NL)
- Venue
- De Economist
- Published
- 2022-05
- Volume
- 170
- Issue
- 2
- Pages
- 231-256
- ISSN
- 0013-063X (ISSN-L)
- 1572-9982
- PMC
- PMC9074844
- OpenAlex
- W4229065197
- Cited by
- 18
- References
- 38
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 2 · 2023: 4 · 2022: 3 · 2021: 1 · 2020: 1
- FWCI
- 3.07
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- De Economist (publishedVersion)
- SSRN Electronic Journal (acceptedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Customer Service Quality and Loyalty
- Social Sciences › Economics, Econometrics and Finance › Finance › Banking stability, regulation, efficiency
- Social Sciences › Business, Management and Accounting › Management Information Systems › FinTech, Crowdfunding, Digital Finance
- Keywords
- trust in banks, payment services, COVID-19 pandemic, lockdown, digital literacy, income, older consumers, small banks, Dutch consumers
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