DO INTERNATIONAL TRADE, OFFICIAL IMMIGRATION, AND INTERNATIONAL TOURISM CONTRIBUTE TO US REAL GDP GROWTH? A TIME SERIES ANALYSIS

This paper re-investigates the individual and interactive effects of international trade, international tourism, and official inbound migration on US real GDP growth. This paper deploys annual data without trend from 1980 through 2019, prior to the onset of the COVID-19 pandemic period, and applied Autoregressive Distributed Lag (ARDL) bounds testing procedure for co-integration. On the clear evidence of a co-integrating relationship among these variables, a vector error-correction model (VECM) is estimated. Based on efficient DF-GLS (Dickey–Fuller Generalized) and Ng-Perron tests, variables depict a mixture of I(0) and I(1) behaviors. ARDL bounds testing confirms a co-integrating relationship among the variables. The VECM estimates reveal complete convergence toward long-run equilibrium in about 2.3 years. Positive short-run interactive feedback effects among the variables depict mutual reinforcement to contribute to US real GDP growth.

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Journal
Global economy journal
Published
2026-09-25
DOI
https://doi.org/10.1142/s2194565926500107
Primary Topic
Diverse Aspects of Tourism Research
Type
article
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article

DO INTERNATIONAL TRADE, OFFICIAL IMMIGRATION, AND INTERNATIONAL TOURISM CONTRIBUTE TO US REAL GDP GROWTH? A TIME SERIES ANALYSIS

Matiur Rahman
Global economy journal
Diverse Aspects of Tourism Research
article

DO INTERNATIONAL TRADE, OFFICIAL IMMIGRATION, AND INTERNATIONAL TOURISM CONTRIBUTE TO US REAL GDP GROWTH? A TIME SERIES ANALYSIS

Matiur Rahman
article en

Abstract

This paper re-investigates the individual and interactive effects of international trade, international tourism, and official inbound migration on US real GDP growth. This paper deploys annual data without trend from 1980 through 2019, prior to the onset of the COVID-19 pandemic period, and applied Autoregressive Distributed Lag (ARDL) bounds testing procedure for co-integration. On the clear evidence of a co-integrating relationship among these variables, a vector error-correction model (VECM) is estimated. Based on efficient DF-GLS (Dickey–Fuller Generalized) and Ng-Perron tests, variables depict a mixture of I(0) and I(1) behaviors. ARDL bounds testing confirms a co-integrating relationship among the variables. The VECM estimates reveal complete convergence toward long-run equilibrium in about 2.3 years. Positive short-run interactive feedback effects among the variables depict mutual reinforcement to contribute to US real GDP growth.

Global economy journal
McNeese State University (US)
Decent work and economic growth
Openalex Percentile: Top 5%
Diverse Aspects of Tourism Research
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DO INTERNATIONAL TRADE, OFFICIAL IMMIGRATION, AND INTERNATIONAL TOURISM CONTRIBUTE TO US REAL GDP GROWTH? A TIME SERIES ANALYSIS — Matiur Rahman · Global economy journal (2026) | TGRS Research Map | TGRS