Evidence map›Paper›PMID 34167365›Full record

ArticleInquiry : a journal of medical care organization, provision and financing

Boosting Sustainability in Healthcare Sector through Fintech: Analyzing the Moderating Role of Financial and ICT Development.

Li Meiling, Farzan Yahya, Muhammad Waqas, Zhang Shaohua, Syed Atif Ali, Alishba Hania

Abstract read
In one paragraph

Article in Inquiry : a journal of medical care organization, provision and financing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–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

5 citing papers in PubMed.

  1. Article
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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

6 authors.

Li MeilingGuangzhou University, Guangzhou, P.R. China.
Farzan YahyaInstitute of Southern Punjab, Multan, Punjab, Pakistan.ORCID 0000-0001-5666-1279
Muhammad WaqasJiangsu University, Jiangsu, P.R. China.
Zhang ShaohuaGuangzhou University, Guangzhou, P.R. China.
Syed Atif AliCOMSATS University Islamabad, Lahore Campus, Pakistan.
Alishba HaniaInstitute of Southern Punjab, Multan, Punjab, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Healthcare organizations are setting new targets of sustainable practices to improve their financial performance without depleting social and natural capital. Maintaining a sustainable, resilient, and durable healthcare system facilitate economies to achieve sustainable competitiveness. Thus, it is important to address and fill the knowledge gap by identifying factors that improve a firm's sustainability. Drawing on technological knowledge spillover theory, this study investigates the effect of FinTech development on the sustainable performance of healthcare firms using panel data comprised of 11 Asia-Pacific countries. By applying the 2-step GMM technique, we find a robust estimate that digital financial technologies improve the sustainable performance of the firms. Contrary to the substitution effect, our results further indicate that financial institutions are collaborating with FinTechs to facilitate financing at the individual and firm-level. We also find that financial and ICT development positively moderates the relationship between FinTech development and sustainable performance.

Indexed as

Health Care SectorIncomeHumansESGfinancial developmentFinTechICT developmentsustainable performance

Identifiers

PMID34167365
PMCPMC8239971

What OpenQuestion holds

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LicenceCC BY-NC
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.