Estimating the economic impact of tourism industry through the MM approach

AuthorSocci C., Ali Y., Ciaschini M., Pretaroli R., Severini F.
Pages127-152
Bulletin of the Transilvania University of Braşov
Series V: Economic Sciences • Vol. 9 (58) No. 2 - 2016
Estimating the economic impact of tourism industry
through the MM approach
C. SOCCI1, Y. ALI2
M. CIASCHINI3 , R. PRETAROLI4, F. SEVERINI3
Abstract: Tourism is one of the fastest growing industries in Italy and has proven to be a
valuable source of economic prosperity. The main issue emerging when measuring the
impact of tourism is that tourism is usually considered as a specific industry while in most
applied situations it shows traits of a complex and structured economic activity
characterized by a blend of different industries. We will identify the relationship among the
various industries making up the complex economic activity usually referred as the “tourism
industry”. This is done through the application of the multisectoral analysis to the Italian
case. The evaluation of tourism in terms of economic policy is performed through the
definition of an index of interaction among industries.
Key-words: Output changes, Input-Output Model, Key industry, Macro Multiplier approach
1. Introduction and methodology
Tourism is suitable, under many ways, to bring economic advantages to operators in
a country or a region. The World Travel and Tourism Council (WTTC) statistics
suggests that tourism is the second largest industry in the world, which generates
200 million jobs worldwide and accounts for 10% of global GDP (WTTC, 2003).
However when measuring the impact of the tourism industry both on total
output and GDP the main problem which arises is that a distinct tourism industry
doesn’t exists within list of industries in national accounts (NACE-CLIO) and the
quantitative links between the “tourism industry” and the industry outputs and GDP
of the economy have to be carefully reconstructed (Smeral, 2006). Tourism industry
appears then as an economic activity that relies on outputs and services provided to
tourists by the various industries that constitute the producing core of economy. For
1Corresponding author: claudio.socci@unimc.it, Department of Economics and Law, via Crescimbeni
14, 62100 Macerata – ITALY, phone number +3907332583263.
2 Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Topi, Pakistan.
3 Department of Economics and Law, University of Macerata, Italy.
4 Department of Economics and Law, University of Macerata, Italy.
Bulletin of the Transilvania University of Braşov • Series V • Vol. 9 (58) No. 2 - 2016
128
identifying the potential economic contribution of tourism to a country's economy
the relationships of tourism data with data in the national accounts have to be put
under scrutiny as to the consistency and reliability of the source of information on
the economic dimensions of tourism. These reasons lead to consider the “tourism
industry” as a cluster of industrial activities associated with tourism: the Tourism
Cluster (Babalola, 2011).
Our study starts as an analysis of dispersion in an I-O model of the Italian
economy based on an I-O table (industry by industry) for year 2010 with 64
industries a tool for analyzing tourism effects and quantifying the direct and indirect
impacts of tourism as highlighted by (Henry and Deane, 1997; Fletcher, 1994;
Archer and Fletcher, 1996; Tyrrell and Johnston, 2001; Gul, 2015). We then further
deepen this analysis through the identification and quantitative determination of
aggregated Macro Multipliers (MM) (Ciaschini and Socci, 2006) that drive the
magnitude of the economic interactions through the structure of macroeconomic
variables (Ciaschini and Socci, 2007). The reference to two indices: “target
efficiency” and “control effectiveness” (Ali et al., 2015) will help the analysis
extending the focus from the industries towards the policies, intended as those
combinations of industries composing both the policy control variables and the
policy target.
2. Tourism industry as a cluster of industries
Tourism is one of the fastest growing industries in Italy. It has proven as to be a
valuable economic pillar of the Italian economy and we urgently need to determine
what really falls under tourism as a complex process. According to (UNWTO)
certain economic industries are defined as tourism industries (United Nations, 2008).
However, the tourism industry is implicitly included in the I-O tables as part of the
production of different industries such as “Accommodation services for visitors”,
“Hotel and Restaurant”, “Food and beverage industry”, “Land transport”, “Water
transport”, “Rail transport”, “Air transport”, “Supporting and auxiliary transport
services, recreational, culture and sporting services”, “retailing industry and country
specific tourism industry” (Maresca and Anzalone, 2011).
The tourism literature (UNWTO, 2007) covers a number of studies through a
variety of methods, ranging from pure guess work to complex mathematical models.
Many economists have emphasized the importance of more accurate quantification
of the economic impacts of tourism: (Madsen and Zhang, 2010; Frechtling and
Horvath,1999) identified four different approaches to estimate the regional and local
impacts of tourism based on national accounts and economic modelling; (Steenge
and Steeg, 2010) discussed the importance of tourism by using input output table
and tourism satellite accounts for a small Caribbean island; (Mantente, 1999;
Manente and Zanette, 2010) conducted a study on the macroeconomic effects of a

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