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March 1, 2026Tourism Analysis0 citations

An Index-Based Approach to Measurement of Seasonality in Tourism: Evidence From India

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PMParamita MukherjeeRCRajashri Chatterjee

Key Points

  • The aim is to develop a new index-based approach to measure and analyze seasonality in tourism and its effect on prices.
  • Developed a new concentration index for measuring seasonality in tourism
  • Validated the concentration index against existing measures
  • Utilized monthly tourism data from January 2005 to June 2023
  • Applied an autoregressive moving average with exogenous variable (ARMAX) model for analysis
  • Amplitudes of seasonality in tourism were found to be low but stable over the years, except during COVID-19
  • Seasonality positively impacts prices, particularly for transport and recreation during peak tourism seasons

Abstract

This paper analyzes the nature of seasonality in tourism by developing a new index-based approach and examines the effect of seasonality on the general price level. The new concentration index measures the amplitude and stability of the seasonality pattern. The performance of the measure is validated by existing widely used measures. The validation is based on data from India, one of the world's major tourist destinations. The new concentration index captures the nature and various dimensions of seasonality very well; offers an alternative measure of seasonality in the tourism literature; provides a framework for seasonality analysis at annual and sub-annual levels, and may be used in further analysis. Based on monthly data from January 2005 to June 2023, findings indicate that the amplitude of seasonality is not high and the pattern is quite stable over the years, except during COVID-19. The estimated autoregressive moving average with exogenous variable (ARMAX) model from the time series econometrics literature indicates that seasonality has a positive and significant impact on prices, i.e., during peak seasons of tourism, prices, especially transport and recreation prices move up significantly. This is an important finding for policymakers and market players alike.

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Cite This Study

Mukherjee et al. (2026) studied this question.

synapsesocial.com/papers/69a3d843ec16d51705d2f056https://doi.org/10.3727/194339926x17576014196854
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