I(2) Cointegration in Macroeconometric Modelling: Tourism Price and Inflation Dynamics

This study enhances macroeconometric modelling by utilising an I(2) cointegration framework to analyse the dynamic link between tourism prices and inflation in Slovenia and the Eurozone. Using monthly data from 2000 to 2017, we estimate cointegrated VAR models that capture long-run equilibria, short-run adjustments, and persistent deviations inherent in I(2) processes. The results reveal strong spillover effects from Slovenian tourism and input prices to Eurozone inflation and hospitality prices in the short run, while Eurozone-wide shocks dominate the long-run dynamics. By explicitly accounting for nonstationarity, structural breaks, and seasonal patterns, the I(2) model provides a more reliable framework than traditional I(1)-based approaches, which are often prone to misspecification when higher-order integration and persistent deviations are ignored. The findings contribute to macroeconometric theory by demonstrating the value of I(2) cointegration in modelling complex price systems and offer policy insights into inflation management and competitiveness in tourism-dependent economies.

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Publication Details

Journal
Econometrics
Published
2026-01-04
DOI
https://doi.org/10.3390/econometrics14010002
Primary Topic
Diverse Aspects of Tourism Research
Type
article
Field-Weighted Citation Impact
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article

I(2) Cointegration in Macroeconometric Modelling: Tourism Price and Inflation Dynamics

Štefan Bojnec, Sergej Gričar, Bjørnar Karlsen Kivedal
Econometrics
Diverse Aspects of Tourism Research
article

I(2) Cointegration in Macroeconometric Modelling: Tourism Price and Inflation Dynamics

Štefan Bojnec, Sergej Gričar, Bjørnar Karlsen Kivedal
article en

Abstract

This study enhances macroeconometric modelling by utilising an I(2) cointegration framework to analyse the dynamic link between tourism prices and inflation in Slovenia and the Eurozone. Using monthly data from 2000 to 2017, we estimate cointegrated VAR models that capture long-run equilibria, short-run adjustments, and persistent deviations inherent in I(2) processes. The results reveal strong spillover effects from Slovenian tourism and input prices to Eurozone inflation and hospitality prices in the short run, while Eurozone-wide shocks dominate the long-run dynamics. By explicitly accounting for nonstationarity, structural breaks, and seasonal patterns, the I(2) model provides a more reliable framework than traditional I(1)-based approaches, which are often prone to misspecification when higher-order integration and persistent deviations are ignored. The findings contribute to macroeconometric theory by demonstrating the value of I(2) cointegration in modelling complex price systems and offer policy insights into inflation management and competitiveness in tourism-dependent economies.

EconometricsVol. 14(1)
University of Primorska (SI), Østfold University of Applied Sciences (NO), School of Business and Management Novo Mesto (SI)
Decent work and economic growth
Openalex Percentile: Top 97%
Diverse Aspects of Tourism Research
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