Evidence map›Paper›PMID 33060709›Full record

ArticleScientific reports2020

Brain substrates explain differences in the adoption and degree of financial digitalization.

Santiago Carbo-Valverde, Juan A Lacomba-Arias, Francisco M Lagos-García, Francisco Rodriguez-Fernandez, Juan Verdejo-Román

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact, top 89% of its field
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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. 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

5 authors at 3 institutions in 3 countries.

Santiago Carbo-ValverdeCUNEF, Bangor University, Bangor, UK.
Juan A Lacomba-AriasDepartment of Economics and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain.
Francisco M Lagos-GarcíaDepartment of Economics and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain.
Francisco Rodriguez-FernandezFuncas, Madrid, Spain. franrod@ugr.es.
Juan Verdejo-RománDepartment of Economics and Mind, Brain, and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain.
Universidad de Granada · ESUnidades Centrales Científico-Técnicas · ESZayed University · AE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study analyzes neural responses connected to trust and risk to explain financial digitalization decisions. It shows that brain responses distinctively inform differences in the adoption of digital financial channels that are not shown by any other sociodemographic or behavioral indicators. From a methodological standpoint, the study explores if usage patterns of digital financial channels and instruments are associated with psychological and biological indicators; it uses functional magnetic resonance imaging (fMRI) to investigate whether financial digitalization decisions are linked to the evoked brain response to the safety associated with video images of financial transactions through digitalized and non-digitalized channels; it conducts trust and risk neuro-experiments to identify their impact on financial digitalization decisions and it analyzes whether brain structure is linked to financial digitalization behavior. The findings suggest that high and low frequency users exhibit differences in brain function and also in volume and fractional anisotropy values. A higher frequency of use of financial digital financial services is associated with higher brain activation linked to insecurity (lower safety neural evoked responses during the video task and an altered white matter microstructure of the cingulum). Additionally, high frequency users of digital financial channels exhibit enhanced activation of brain areas linked to emotional processing during the trust game. These findings have important implications for the design of public policies to enhance financial inclusion through technology and the segmentation and service distribution strategies of private financial institutions.

Indexed as

Brain MappingDecision MakingFinancial ManagementGames, ExperimentalMagnetic Resonance ImagingAdolescentAdultAnisotropyBehaviorBrainFemaleHumansImage Processing, Computer-AssistedMaleNeuropsychological TestsTrust

Identifiers

PMID33060709
PMCPMC7567102
OpenAlexW3093274177

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.