Evidence map›Paper›PMID 34444323›Full record

ArticleInternational journal of environmental research and public health2021

Does COVID-19 Promote Self-Service Usage among Modern Shoppers? An Exploration of Pandemic-Driven Behavioural Changes in Self-Collection Users.

Xueqin Wang, Yiik Diew Wong, Kum Fai Yuen

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. 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
3.7field-weighted citation impact, top 7% 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, 26 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

3 authors at 2 institutions in 2 countries.

Xueqin WangDepartment of International Logistics, Chung-Ang University, Seoul 06974, Korea.ORCID 0000-0001-9134-5327
Yiik Diew WongSchool of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798, Singapore.ORCID 0000-0001-7419-5777
Kum Fai YuenSchool of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798, Singapore.ORCID 0000-0002-9199-6661
Nanyang Technological University · SGChung-Ang University · KR

Funding

Nanyang Technological University Not applicable
6 · The paper itself

Abstract

Due to health concerns related to COVID-19, shoppers have learned to minimise social contact by adopting various contactless self-service technologies to fulfil their consumption needs. This study explores shoppers' behavioural changes in relation to self-service, using the special research context of e-commerce self-collection services. By synthesising insights from the health psychology literature, this study proposes an affective-cognitive-social perspective to explain the pandemic-driven behavioural changes of self-collection users. The survey instrument is used for online data collection (

Indexed as

COVID-19PandemicsAdaptation, PsychologicalHumansSARS-CoV-2Surveys and QuestionnairesCOVID-19e-commerce deliverylast-mile logisticspandemic-driven behavioural changeself-collection lockerself-service

Identifiers

PMID34444323
PMCPMC8393623
OpenAlexW3193808719

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.