Evidence map›Paper›PMID 40598245›Full record

ArticleBMC health services research2025

Does ICT investment necessarily improve operational performance? An empirical analysis of health services firms in India.

Gulam Goush Ansari, Rajorshi Sen Gupta

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Gulam Goush AnsariDepartment of Economics and Finance, Birla Institute of Technology and Science, Pilani, K K Birla Goa Campus, Zuarinagar, Goa, 403726, India. p20200019@goa.bits-pilani.ac.in.
Rajorshi Sen GuptaDepartment of Economics and Finance, Birla Institute of Technology and Science, Pilani, K K Birla Goa Campus, Zuarinagar, Goa, 403726, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe impact of investing in information and communication technology (ICT) on healthcare sector is widely debated. Specifically, the question of how ICT influences the performance of healthcare firms in developing economies is understudied. This study, therefore, examines the impact of ICT investment on the performance of health services firms in India.

methodsThe system generalized method of moment (GMM) is applied on a longitudinal dataset comprising of 378 firms from 2000 to 2023.

resultsThe study presents evidence on differential effect of contemporaneous and accumulated stock of ICT investment on three metrics of firm performance: operating expenses, sales, and profits. There are three key findings of the study. First, the accumulated stock of ICT leads to reduced operational costs. In contrast, contemporaneous investment in ICT is found to have an insignificant impact on operating expenses of firms. Second, ICT fails to convert the enhanced cost efficiency into higher sales and profits. This result highlights a disconnect between technological advancement and productivity gains. Third, advertisement and marketing (A&M) is found to have a significant, positive impact on the sales and profits of health services firms.

conclusionsThe study indicates that health services firms in India are able to utilize ICT to achieve cost efficiency but not strategic positioning in terms of providing differentiated, high-quality healthcare service. Hence, mere ICT investment cannot be considered a unique resource for the firms. It is imperative for health services firms to develop and promote inimitable value propositions. As firms must continuously invest and upgrade ICT to enhance the quality of healthcare services, they should concomitantly spend on advertisement and marketing (A&M) to improve the perception and brand value among existing and potential patrons.

Indexed as

Efficiency, OrganizationalInformation TechnologyInvestmentsHumansIndiaAdvertisement and marketingContemporaneous flow of ICTICT investmentIndian health services firmsStock of ICTSystem GMM

Identifiers

PMID40598245
PMCPMC12210605

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.