Evidence map›Paper›PMID 32580302›Full record

ArticleInternational journal of environmental research and public health2020

The Impact of Internet Usage and Knowledge-Intensive Activities on Households' Healthcare Expenditures.

Marco Benvenuto, Alexandru Avram, Francesco Vincenzo Sambati, Marioara Avram, Carmine Viola

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Does Institutional Social Insurance Cause the Abandonment of Cultivated Land? Evidence from Rural China.International journal of environmental research and public health · 2022
    Article
  3. Article
  4. The Impact of Internet Use on Health Outcomes of Rural Adults: Evidence from China.International journal of environmental research and public health · 2020
    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.

Marco BenvenutoDepartment of Economics, University of Salento, 73100 Lecce, Italy.ORCID 0000-0003-3818-3124
Alexandru AvramDepartment of Finance, Faculty of Economics and Business Administration, West University of Timisoara, 300115 Timisoara, Romania.ORCID 0000-0003-3772-0952
Francesco Vincenzo SambatiDepartment of Economics, University of Salento, 73100 Lecce, Italy.
Marioara AvramDepartment of Economics, Accounting and International Affairs, University of Craiova, 13, A. I. Cuza Street, 200585 Craiova, Romania.
Carmine ViolaDepartment of Economics, University of Salento, 73100 Lecce, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper examines the impact of the internet usage and knowledge intensive activities on households' healthcare expenditures Similarly, the paper aims to recognize and understand, from a value-creation perspective, the correlation between: internet access of households (IA), individuals frequently using the internet (IU), individuals searching on internet for health-related information (HI), payments made by households for healthcare (PHH), expressed as euro per inhabitant and employment in knowledge-intensive activities (KIA). The approach utilized in the present study consists of two steps. First, a theoretical framework was conducted to determine the existing relationship between major variables. Next, the Vector Autoregressive (VAR) approach was applied in a case study at European level to prove the three hypothesis we consider. By analyzing the connection between the major variables, a positive and long- lasting impulse response function was revealed, followed by an ascending trend. This suggests that a self-multiplying effect is being generated; and it reasonable to assume that the more individuals use the Internet, the more electronic acquisitions occur. We can thus reasonably conclude that the improvement of the internet usage and knowledge intensive activities on households' healthcare expenditures process is strongly dependent on people's capability. Improving IU and KIA is the new reading key in the decision-making process in health system approach.

Indexed as

Family CharacteristicsHealth ExpendituresInternetDelivery of Health CareEmploymentHumansdecision makinghealthcare expenditureinternet usageknowledge intensive activitiesvector autoregressive model

Identifiers

PMID32580302
PMCPMC7345569

What OpenQuestion holds

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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.