Cited by 199Economic Growth and DevelopmentAviation Industry Analysis and TrendsEconomic Growth and Productivity

The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States

Open access
Adedoyin, Festus Fatai, Bekun, Festus Victor, Driha, Oana M., Balsalobre-Lorente, Daniel·2020·Technological Forecasting and Social Change

Abstract

This study analyses the causal and long-run linkage between air transport and economic growth. It was conducted to validate the tourism-led growth hypothesis for the United States (US) during the period 1981-2017 and includes Information and Communication Technologies (ICTs) alongside coal rents in the tourism-led growth hypothesis. This study presents a new direction for future studies by considering the relevance of the fourth industrial revolution (Industry 4.0), particularly in the US. To achieve the stated claim, this study considers as additional explanatory variables how ICTs moderate the impact of Foreign Direct Investment (FDI) on GDP. The empirical result confirms a connection between the Industry 4.0 era and the role of ICTs, which promotes substantial changes in the way of life and productivity. This has led to a vast technological advancement, which is in line with but at a faster pace than the technological advancement of previous revolutions. From empirical results, the study provides relevant policy recommendations related to the role of natural resources, new technologies and tourism on US GDP, while it also provides evidence of the positive effect of ICTs over FDI under the Industry 4.0 era.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.techfore.2020.120297

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • According to the literature, ICT has the potential to positively contribute to sustainable development.

    “According to the literature, ICT clearly has the potential to positively contribute to sustainable development.”

    From ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022 (2023) · cites this paper as [17]

    The Literature review (page unavailable) says ICT may create opportunities in sustainable industrial manufacturing and describes its potential benefits for economic growth. That supports a positive contribution to aspects of development, but the paper does not establish the broader claim about sustainable development as a whole. (LLM, conf=0.82)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 127 · Cited by 199

Research works printed but not linked: 3

  1. Aghion P. Howitt P. Endogenous growth 1998 MIT press
  2. Ngouhouo I. Les Investissements Directs étrangers en Afrique centrale: Attractivité Et Effets économiques (Doctoral Dissertation) 2008 Laboratoire d’économie Appliquée au Développement
  3. UNWTO, J.2016. World Tourism Barometer. Vol. 14.

Authors
Adedoyin, F. F., Bekun, F. V., Driha, O. M., & Balsalobre-Lorente, D.
Affiliations
  • Bournemouth University (GB)
  • University of Alicante (ES)
Venue
Technological Forecasting and Social Change
Publisher
Elsevier BV
Published
2020-11
Volume
160
Pages
120297
ISSN
0040-1625 (ISSN-L)
OpenAlex
W3086307454
Cited by
199
References
127
Citations by year
2026: 11 · 2025: 29 · 2024: 47 · 2023: 38 · 2022: 43 · 2021: 27 · 2020: 4
FWCI
26.37
Type
journal article
Language
en
Open access
Locations
  • Technological Forecasting and Social Change (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • Bournemouth University Research Online (Bournemouth University) (acceptedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • RUA, Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante) (submittedVersion)
Topics
  • Physical Sciences › Computer Science › Information Systems › Economic Growth and Development
  • Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Aviation Industry Analysis and Trends
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Productivity
Keywords
airline industry, economic growth, tourism-led growth hypothesis, information and communication technologies, foreign direct investment, Industry 4.0, coal rents, natural resources, gross domestic product, United States

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review