Open Access
Análisis del performance del fútbol inglés con inputs ex ante y ex post
(Servicio de Publicaciones de la Universidad de Castilla-La Mancha, 2017) Zambom Ferraresi, Fabíola; Lera López, Fernando; Iraizoz Apezteguia, Belén; Economía; Ekonomia
Hace más de cuatro décadas, Scully (1974) definió la representación convencional del proceso productivo de los clubes profesionales de fútbol. El output se mide en términos de éxito del equipo (victorias) y el input es el talento/calidad de los jugadores. Posteriormente se han desarrollado otros enfoques. Actualmente se considera que dicho proceso productivo está compuesto por dos etapas, que se pueden analizar de forma conjunta o separada. En la primera, la plantilla y el cuerpo técnico entrenan para mejorar sus aptitudes técnicas, tácticas, físicas y psicológicas, con el objetivo de desarrollar y mejorar jugadas durante un partido de fútbol. En la segunda, dichas jugadas, que deberían ser culminadas con goles, pueden convertirse en victorias, empates o derrotas para los equipos. Todo el proceso produce unos resultados deportivos y económicos. La desagregación del proceso productivo en dos etapas ha generado una controversia en la literatura en relación a la especificación de los inputs a considerar. Diversos trabajos (e.g., Dawson, Dobson, & Gerrard, 2000; Lee, 2006) sostienen que la manera correcta de analizar el proceso productivo es utilizando los denominados inputs ex ante, medidas de la calidad de la plantilla previas al comienzo de la temporada deportiva, como el valor de mercado de los jugadores o la valoración de los jugadores en ligas fantásticas (del Corral, 2012; Zambom-Ferraresi, Lera-López, & Iráioz, 2016). Sin embargo, otros trabajos (Espitia-Escuer & García-Cebrián, 2006; Zambom-Ferraresi, García-Cebrián, & Lera-López, 2017) utilizan inputs ex post que, en su mayor parte, son estadísticas del rendimiento deportivo de los equipos durante un partido. El objetivo de este trabajo es contribuir a esta discusión, para lo que se lleva a cabo un análisis empírico de las diferencias obtenidas en las estimaciones considerando ambos tipos de inputs.
Open Access
Effect of the great crisis on sectoral female employment in Europe: a structural decomposition analysis
(MDPI, 2020) Barba, Izaskun; Iraizoz Apezteguia, Belén; Ekonomia; Institute for Advanced Research in Business and Economics - INARBE; Economía
Sectoral gender segregation in labor markets is a fact. This paper examines the female distribution of employment by sectors in the EU 28, thereby contributing to the literature on the effects of the recession and subsequent austerity measures on female employment. An input-output model and structural decomposition analysis are used to assess the contribution of factors such as technological change, productivity change and final demand change. The latter had a positive impact over the period of analysis by creating new job opportunities for women, especially in the public service sectors, whereas productivity growth had a negative impact, particularly in the private service sectors. These changes have resulted in a reduction in the level of gender sectoral segregation; change in household expenditure again is the main driver of this reduction. Changing trends in labor requirements and gross capital formation have the opposite effect; thus, these trends increase the level of sectoral segregation.
Open Access
Are football managers as efficient as coaches? Performance analysis with ex ante and ex post inputs in the Premier league
(Routledge, 2019) Zambom Ferraresi, Fabíola; Iraizoz Apezteguia, Belén; Lera López, Fernando; Ekonomia; Institute for Advanced Research in Business and Economics - INARBE; Economía; Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa
There is a controversy on sport performance literature about what type of inputs might explain more deeply the performance of sports clubs (inputs specification controversy). By one side, several papers have analysed sports teams' performance using the match-related statistics or wages as inputs, well-known as ex post inputs. By other side, some authors have criticized the use of these ex post inputs, and recommend the use of ex ante inputs, as the market value of the players. We have analysed the performance of football teams estimating technical efficiency with three different inputs specification. The methodologies employed were data envelopment analysis (DEA) and a bootstrapped DEA. Our sample is composed by English Premier League football clubs, during three seasons (2012/13-2014/15). The DEA results indicate that the correlation between the three models is positive and significant. The DEA-bootstrapped results help to restate the robustness of the estimations and endorsed the inputs choices. The correlations of the estimations with market value and match-related statistics are the most striking (90% and 94%, DEA and bootstrapped DEA), which indicate that the existent discussion related to the use of match-related statistics as input is unjustified, because it does not affect significantly the efficiency estimations.
Open Access
Comparing competitive balance for men's and women's leagues in European handball
(Routledge, 2024-08-09) Ayúcar Sánchez, Amaia; Lera López, Fernando; Iraizoz Apezteguia, Belén; Economía; Ekonomia; Institute for Advanced Research in Business and Economics - INARBE
Research question: this paper contributes to research concerned with gender comparison in sport, considering handball, traditionally overlooked in studies of competitive balance. Research methods: we estimate measures of concentration and dominance to analyse the competitive balance in eight European handball leagues (both female and male) in four European countries (Denmark, France, Germany and Spain) during 15 seasons. Results and Findings: the results show statistically significant differences between the female and the male handball leagues. With the exception of France, the level of concentration is higher in the female than in the male leagues. In terms of dominance, there is less difference between the genders. In terms of evolution, the indicators reflect a deterioration of the competitive balance mainly in the female leagues. Implications: the analyses suggest that different measures should be put in place to increase the competitive balance in female leagues, through the transfer of resources from the male to the female leagues. To reduce the high level of dominance, a redistribution of resources among the teams should be considered to reduce the 'drag effect'. Research contribution: this is the first time that the most important European handball leagues have been examined to test the gender gap in competitive balance, with statistically significant differences being found.
Open Access
The critical role of the health-care sector in promoting employment for women and migrants in the EU. A multicountry input-output analysis
(Elsevier, 2025-02-26) Barba Areso, Izaskun; Iraizoz Apezteguia, Belén; Economía; Ekonomia; Institute for Advanced Research in Business and Economics - INARBE; Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa
A disproportionate concentration of women in low-pay and low-status sectors is a trend that has grown in significance with the globalization of production systems. For the health and social care sector, this has interesting socio-spatial implications, particularly in terms of immigration, the dimensions of which are worth investigating. This study employs the novel extended multiregional input-output FIGARO database to estimate the employment-generating capacity of the sector in the EU28, with a focus on the gender and geographic origin of its workers. The analysis takes into account both indirect and induced effects and considers both cross-country and cross-sectoral linkages. The findings identify the healthcare sector as a key source of employment for both national and immigrant women in more than half of EU countries. At the same time, this sector contributes to the earnings disadvantage experienced by women, which suggest that equality policies should consider the sectoral distribution of employment.
Open Access
Spanish wines in the US market: what attributes do US consumers look for in Spanish wines?
(Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, 2017) Areta, Álvaro; Bardají de Azcárate, Isabel; Iraizoz Apezteguia, Belén; Ekonomia; Institute for Advanced Research in Business and Economics - INARBE; Economía
This paper analysed the impact of different attributes in Spanish quality wines on United States (US) demand behaviour. A hedonic price model was estimated in order to assess the values that US consumers give Spanish wines. The main results showed that the most influential factor on sale price was aging, which had a positive impact. US consumers valued the quality ratings provided by experts, especially in the upper price categories. The year of vintage and size of the winery were considered medium importance factors in decision-making, with the latest vintages and the smallest wineries receiving the highest ratings. Geographical origin (appellation) helped to explain consumer preferences. Although colour was the least important attribute in consumers’ purchase decisions, red wines were the most highly rated in this attribute.