Sportsucces en economische stimulans
De vraag of nationaal succes bij sportevenementen zorgt voor een economische stimulans is niet nieuw. Ashton, Gerrard en Hudson (2010) concluderen bijvoorbeeld dat internationaal voetbalsucces zorgt voor positieve effecten op aandelenmarkten. Ook zijn er studies die laten zien dat internationaal succes van een voetbalclub, in dit geval Fenerbahçe, zorgt voor een hogere industriële productie (Berument en Yucel, 2005). En vlak voor de finale van het Nederlands elftal tijdens het WK in Zuid-Afrika concludeerde hoogleraar José Bloemen dat winst van Oranje ervoor zorgt dat Nederlandse producten wereldwijd beter verkopen en meer buitenlanders ons land willen bezoeken. Maar ook binnenlandse partijen profiteren van succes van het Nederlands elftal, zoals cafés, eetbezorgdiensten, supermarkten en elektronicazaken. Want mensen halen toch wat extra versnaperingen in huis, bestellen eten of kopen zelfs een nieuwe televisie.
De vraag is echter: hoe groot zijn deze economische effecten? Had Van Gaal met zijn manschappen door het WK in Qatar te winnen zelfs een recessie in Nederland kunnen voorkomen? Tijd voor een analyse.
Impact van winst en verlies Oranje op het consumentenvertrouwen
In deze studie richten we ons vooral op de impact van de prestaties van het Nederlands elftal op het consumentenvertrouwen en vervolgens op de particuliere consumptie.[1] Hiertoe schatten we met data op maandbasis voor de jaren 1984-2019 de volgende twee vergelijkingen:
![](data:image/png;base64,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)
In vergelijking (1) schatten we de impact op het consumentenvertrouwen (cc) van winst of verlies van het Nederlands elftal tijdens Europese kampioenschappen (EK) en Wereldkampioenschappen (WK) voetbal voor mannen. Daartoe gebruiken we drie dummyvariabelen:
1) D winst: winst van Oranje (van het Europees kampioenschap voetbal in 1988). Er zijn ook dummy’s opgenomen om het effect van de toernooiwinst in de maanden na de overwinning te meten;
2) D finale: verlies van een finale (WK in Zuid-Afrika in 2010). Idealiter hadden we ook de verloren WK-finales in 1974 en 1978 mee willen nemen in de schattingen, maar de datareeksen voor het consumentenvertrouwen lopen niet ver genoeg terug in de tijd;
3) D kwart/halve finale: verlies van een kwart- of halve finale tijdens ofwel een Europees kampioenschap of Wereldkampioenschap voetbal.[2]
De impact van de dummyvariabelen wordt geschat via een distributed lag-model, wat betekent dat het effect van verlies of winst tijdens een EK of WK in één maand het consumentenvertrouwen over een langere periode kan beïnvloeden. Als controlevariabelen in vergelijking (1) nemen we de jaar-op-jaarmutatie (∆) van het bruto binnenlands product (Y) op om rekening te houden met de economische conjunctuur en de gemiddelde maandtemperatuur (T) ten opzichte van een langjarig maandgemiddelde (LT). Tot slot schatten we het werkloosheidspercentage (U) ten opzichte van de evenwichtswerkloosheid (U*) mee als controlevariabele in een tweede specificatie van vergelijking (1).
Uit onze analyse blijkt dat het economische belang van internationaal voetbalsucces niet moet worden overschat.
In vergelijking (2) schatten we vervolgens de impact van het gewijzigde consumentenvertrouwen (cc) als gevolg van winst of verlies op EK of WK’s op de daadwerkelijke particuliere consumptie (C). Als controlevariabelen nemen we ook de jaar-op-jaarmutatie van de werkloosheid mee. Daarnaast nemen we de beloning van werknemers, geschoond voor de inflatie (W) op. Verder nemen we als controlevariabelen een tijdstrend t mee in de schatting en een dummyvariabele voor de financiële crisis van 2008 (DGFC). LP is de jaar-op-jaarmutatie van de arbeidsproductiviteit per uur, geschoond voor inflatie (bbp-deflator). Tabel 1 geeft een overzicht van de definities van de variabelen en de databronnen.
Tabel 1. Beschrijving variabelen en bronnen.
![](data:image/png;base64,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)
Resultaten
De vergelijkingen (1) en (2) schatten we met OLS voor de periode 1984 (april) tot en met 2019 (december). We laten de coronaperiode buiten beschouwing, omdat deze de schattingsresultaten sterk vertekent. Uit schattingen blijkt dat het opnemen van een vertragingsstructuur alleen bij de winstdummy relevant is. De andere dummyvariabelen laten geen statistisch significante effecten zien op latere momenten. Daarom rapporten we alleen de vertraagde effecten van de winstdummy in tabel 2.
Tabel 2. Schattingsresultaten.
![](data:image/png;base64,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)
Toelichting: de t-waarden tussen haakjes. Alle schattingen zijn uitgevoerd met HAC robuuste standaardfouten en covariantie. Statistisch significant op * 10%; ** 5%.
De resultaten van specificaties (I) en (II) in de regressietabel laten zien dat winst van Oranje een significant positief effect heeft op het consumentenvertrouwen, zelfs tot zes of zeven maanden nadat de cup is gewonnen. Kennelijk zorgt winst tijdens een eindtoernooi dus voor een boost van het consumentenvertrouwen, dat daarna gedurende een langere periode op een hoger niveau blijft hangen. Hierbij moeten we wel aantekenen dat Oranje alleen het EK van 1988 heeft gewonnen en dat het positieve vertrouwenseffect van een gewonnen WK-finale mogelijk nog positiever kan zijn dan de gerapporteerde effecten. Het effect kan ook lager uitpakken, omdat het gewonnen EK in 1988 het eerste internationale voetbalsucces in de Nederlandse sporthistorie was. De coëfficiënten in de schatting waarbij we ook de werkloosheidsvariabele meenemen – specificatie (II) – zijn overigens wel iets gematigder dan de gevonden effecten in specificatie (I).
Het effect van een verloren kwart- of halve finale tijdens het EK of WK is statistisch zeer insignificant. Opvallend genoeg zorgt het verliezen van een WK-finale, gemeten door de verloren WK-finale in 2010 in Zuid-Afrika, voor een kortstondig lager consumentenvertrouwen. Kennelijk zijn mensen zo teleurgesteld na (wederom) een verloren WK-finale, dat ze ook minder trek hebben om grote aankopen te doen en de economische toekomst iets minder zonnig inzien.
De impact van het consumentenvertrouwen op de particuliere consumptie in specificatie (III) is significant. Ook de andere controlevariabelen laten het verwachte teken zien en zijn statistisch bijna allemaal significant.
In brede zin kan nationaal sportsucces bijdragen aan de welvaart van mensen via onder andere nationale trots en subjectief welzijn. Dat effect is ook in de wetenschappelijke literatuur gevonden.
Natuurlijk kun je bij een eenvoudig statistisch model zoals we hier schatten de nodige kanttekeningen plaatsen. Hoewel duidelijk is dat het consumentenvertrouwen in de maanden na het winnen van het WK in 1988 hoger lag dan op grond van de stand van de conjunctuur en de weersomstandigheden mocht worden verwacht, is een causale relatie daarmee niet aangetoond. Het kan immers ook dat het consumentenvertrouwen in deze periode door andere oorzaken die toevallig gelijktijdig optraden hoger lag. Daarom hebben we ook gevoeligheidsanalyses uitgevoerd waarbij we in plaats van vertragingen van de dummy’s juist leads van de dummy’s hebben opgenomen in specificatie (I) en (II). In dit geval laten de dummyvariabelen sterk insignificante effecten zien, wat suggereert dat de causaliteit eenzijdig loopt van de prestaties van Oranje op eindtoernooien naar het consumentenvertrouwen.
Interpretatie
Als we met ons model simuleren wat de hypothetische WK-winst van Oranje in Qatar had kunnen betekenen voor de Nederland economie, dan zou het hogere consumentenvertrouwen in de komende maanden de particuliere consumptie positief hebben beïnvloed. Alles bij elkaar opgeteld komen we op basis van de schattingen in specificaties (I) en (II) uit op extra particuliere bestedingen van tussen de 485 en 712 miljoen euro over de komende zes à zeven maanden, wat neerkomt op ruwweg drie tot vier tientjes per Nederlander. De ondergrens van onze schatting is in lijn met het bedrag van 26 euro dat Duitsers bereid waren te betalen (willingness-to-pay) voor het behalen van de wereldtitel voetbal in 2010 (zie Wicker, Prinz en Hanau, 2012). Sommige Nederlanders zullen tijdens het WK of tijdens de huldiging (in het voorjaar?) extra geld uitgeven, terwijl anderen misschien zelfs zo euforisch zijn dat ze de komende maanden een nieuwe auto kopen of een dure vakantie boeken.
Uit onze doorrekening blijkt dat de consumptie in mei door de WK-winst 0,4 tot 0,5 procentpunt hoger zou liggen dan in het basispad (zie figuur 1), wat resulteert in een economie die 0,2 procentpunt groter zou zijn geweest dan zonder winst. Deze effecten zijn zelfs nog iets forser dan eerdere schattingen van ING, waarin zij concludeerde dat WK-winst in Zuid-Afrika tot een extra consumptiegroei van 0,25 procent zou leiden, goed voor 0,1 procentpunt extra economische groei.
Tegelijkertijd zien we ook duidelijk dat het positieve effect op de consumptiegroei vanaf juni wegebt. Na een periode van verhoogde consumptie zouden Nederlanders volgens onze schattingen vanaf de zomer de hand weer op de knip houden, bijvoorbeeld omdat ze zich realiseren dat ze (te) veel geld hebben uitgegeven, terwijl energie en boodschappen nog steeds duur zijn. Uiteindelijk consumeren mensen tegen die tijd weer evenveel dan ze zonder WK-winst hadden gedaan.
Figuur 1. WK-winst zorgt voor kortstondige boost van particuliere bestedingen.
Bron: CBS, RaboResearch
Voetbalsucces en brede welvaart
Uit onze analyse blijkt dat het economische belang van internationaal voetbalsucces niet moet worden overschat. Het effect op het consumentenvertrouwen en de particuliere consumptie is tijdelijk en niet bijzonder omvangrijk. Maar voetbalsucces doet natuurlijk veel meer met een mens. Als ik Marco van Basten bij de NOS aan tafel zie zitten, dan zit daar voor mij niet alleen een voetbalcommentator, maar ook mijn jeugdheld. Ik was zelf negen jaar toen Van Basten met al die andere helden in 1988 de hoofdprijs wist binnen te slepen. Ik voel nog steeds een zekere mate van trots als ik terugdenk aan de zinderende halve finale tegen West-Duitsland, de fenomenale goal van San Marco in de finale tegen de Sovjet-Unie en het waanzinnige volksfeest naderhand. Die trots had ik mijn twee jongens van zeven en tien jaar oud na dit WK ook gegund.
In brede zin kan nationaal sportsucces dus bijdragen aan de welvaart van mensen via onder andere nationale trots en subjectief welzijn. Dat effect is ook in de wetenschappelijke literatuur gevonden. Evans en Kelley (2002) tonen aan dat vooral kleine landen trots ontlenen aan internationaal sportsucces. Ook Elling, Van Hilvoorde en Van den Dool (2012) vinden een statistisch significant positief effect van de prestaties van Oranje tijdens het WK Voetbal in 2010 op de nationale trots, de trots op Nederland als sportland en het gevoel van subjectief welzijn (dus geluk). Interessant in dat onderzoek is dat de effecten op de nationale en sportieve trots van de prestaties van Nederland tijdens de Olympische Winterspelen in 2010 nog sterker lijken te zijn dan de prestaties van Oranje in Zuid-Afrika. Wellicht speelt mee dat we bij de Olympische Spelen in dat jaar ook daadwerkelijk op een aantal disciplines goud wisten binnen te slepen? En dan maakt de sport dus kennelijk minder uit…
Tot slot daarom een tip voor mensen die niet tot het EK of de Olympische Spelen van 2024 willen wachten om hun gevoel van trots en subjectief welzijn een boost te geven: in maart gaat het nieuwe Formule 1-seizoen weer van start. Daarin rijdt de ‘Marco van Basten’ van de huidige generatie mee: tweevoudig wereldkampioen Max Verstappen. En dat betekent gegarandeerd spektakel en Hollands glorie!
Voetnoten
[1] Behalve naar het consumentenvertrouwen hebben we ook gekeken of de prestaties van Oranje op internationale eindtoernooien het producentenvertrouwen en de bedrijfsinvesteringen beïnvloeden, maar we vinden in alle schattingen geen significante statistische verbanden.
[2] Oranje verloor tijdens het EK de halve finale in Joegoslavië in 1976, de halve finale in Zweden in 1992, de halve finale in Nederland en België in 2000, de halve finale in Portugal in 2004 en de kwartfinale in Zwitserland in 2008. Op het WK verloor het Nederlands elftal de kwartfinale in de VS in 1994, de halve finale in Frankrijk in 1998 en de halve finale in Brazilië in 2014.
Te citeren als
Hugo Erken, “Had Louis van Gaal een economische recessie kunnen voorkomen?”,
Me Judice,
16 december 2022.
Copyright
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Door Ailura