De genomineerden
Voor de Eredivisie bestaat de Rinus Michels Award sinds 2004, voor de Keuken Kampioen Divisie (KKD) pas vanaf 2017. De hoofdtrainers uit het betaalde voetbal bepalen op 26 juni via een stemming wie uiteindelijk beslag legt op de prijs. De vakjury heeft vijf kandidaten genomineerd, op alfabetische volgorde: Ron Jans (FC Twente), Pascal Jansen (AZ), Joseph Oosting (RKC Waalwijk), Arne Slot (Feyenoord) en Maurice Steijn (Sparta Rotterdam; Voetbal International, 2023).
Ron Jans sleepte met FC Twente, via de play-offs, een ticket voor de tweede voorronde van de UEFA Conference League (UCoL) in de wacht. Pascal Jansen had met AZ niet eens de play-offs nodig om zich voor de derde voorronde van de UCoL te plaatsen. Bovendien haalde hij met de Alkmaarse club in het afgelopen seizoen de halve finale van dit toernooi. Onder leiding van Joseph Oosting haalde RKC Waalwijk bijna de play-offs. Daarmee overtrof hij de verwachtingen aan het begin van het seizoen ruimschoots. Arne Slot werd met Feyenoord kampioen; ook haalde hij met de Rotterdamse club de kwartfinale van de UEFA Europa League (UEL). Maurice Steijn haalde met Sparta de play-offs voor plaatsing voor de voorronde van de UEFA Conference League. In de finale verloor Sparta maar nipt van FC Twente.
Ook voor de titel van Trainer-coach van het Jaar in de KKD heeft de vakjury vijf kandidaten geselecteerd (op alfabetische volgorde): John Lammers (Heracles Almelo), Alex Pastoor (Almere City FC), Rob Penders (FC Eindhoven), Dick Schreuder (PEC Zwolle) en Maurice Verberne (MVV Maastricht; Voetbal International, 2023 ).
Dus om een lang verhaal kort te maken: het seizoen 2022/23 was het seizoen van Maurice en Maurice.
John Lammers werd met Heracles Almelo kampioen van de KKD. Daarom keert de club uit Almelo na één jaar afwezigheid weer terug in de Eredivisie. Alex Pastoor leidde Almere City FC via winst in de play-offs naar de Eredivisie, een primeur voor Almere en Flevoland. Rob Penders plaatste zich met de FC Eindhoven, ondanks een erg krap budget, voor het tweede jaar op rij voor de play-offs. Daarin ging het team uit de Lichtstad pas na verlenging ten onder tegen de latere winnaar, Almere City FC. Onder leiding van Dick Schreuder eindigde PEC Zwolle als tweede. Daarom keren ook de Zwollenaren na één seizoen weer terug naar de Eredivisie. Maurice Verberne leidde MVV naar een vijfde plaats en dus naar een plaats in de play-offs.
De methode
Van Ours en Van Tuijl (2014, 2016) en Besters, Van Ours en Van Tuijl (2018) meten de prestaties van een trainer-coach op basis van de cumulatieve verrassing. Deze kan men als volgt berekenen. Vóór een wedstrijd kan men uit de ‘odds’ bij de bookmakers het verwachte resultaat afleiden (Stadtmann, 2006). Neem de cruciale wedstrijd tussen Feyenoord en PSV op 5 februari 2023. De gemiddelde noteringen waren volgens Betexplorer.com 2,37 euro – bij een inzet van één euro – voor een overwinning van Feyenoord, tegenover 3,37 euro voor een gelijkspel en 2,91 euro voor winst van PSV. Men kan de gemiddelde marge voor de bookmaker als volgt berekenen: (1/2,37) + (1/3,37) + (1/2,91) = 1,062. Anders geformuleerd, het gemiddelde verwachte rendement voor de bookmakers was gelijk aan 6,2 procent. De kans op een overwinning voor Feyenoord volgt uit correctie van de notering voor deze marge: (1/2,37)/1,062 = 0,397 (of 39,7 procent). Op dezelfde wijze kan men afleiden dat kans op een gelijkspel 27,9 procent was en de kans op een winst voor PSV 32,4 procent. Het verwachte aantal punten voor Feyenoord was dus gelijk aan 1,47, tegenover 1,25 voor PSV. Feyenoord sleepte in de slotfase alsnog een punt uit het duel, zodat ook PSV met slechts één punt naar huis ging. Het ‘surprise’ aantal punten voor Feyenoord was -0,47, tegenover -0,25 voor PSV. De cumulatieve verrassing is simpelweg de optelsom van deze verrassingen voor alle wedstrijden: reguliere competitie, nacompetitie, KNVB beker, Johan Cruijffschaal en Europees voetbal.
De eredivisie
Bij de bepaling van de beste trainer van de eredivisie nemen we alleen trainer-coaches mee die het volledige seizoen coachten. Tabel 1 laat zien hoe de Top-10 van de ranglijst van de cumulatieve verrassing in de Eredivisie er uit ziet:
Tabel 1. Top-10, ranglijst cumulatieve verrassing trainers in de Eredivisie, 2022/23.
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)
Bron: Betexplorer.com, eigen berekeningen.
Als men de cumulatieve verrassing als uitgangspunt neemt, dan is Steijn de beste trainer-coach van de Eredivisie. Deze boodschap zal men ondertussen in de Johan Cruijff Arena graag horen. Voor Sparta Rotterdam zal het dan ook niet eenvoudig zijn om een goede opvolger voor de Hagenaar te vinden. Ten opzichte van de vijf nominaties van de vakjury verschillen wij dan ook maar op één naam. Wim Jonk, die zich met FC Volendam knap handhaafde in de Eredivisie, neemt als nummer vijf de plaats in van Joseph Oosting: Van Nistelrooij maakte immers het seizoen net niet af. Overigens eindigen ook Marinus Dijkhuizen (Excelsior) en René Hake (Go Ahead Eagles), die eveneens beiden hun clubs in de eredivisie wisten te houden, boven de trainer van RKC Waalwijk. Oosting loodste RKC Waalwijk knap naar een solide middenmootpositie. De club uit de Langstraat ging echter in de beker hard onderuit bij de amateurs van De Treffers uit Groesbeek.
Toen Ruud van Nistelrooij PSV verliet stond de teller op 3,14. Fred Rutten voegde daar door een uitzege bij AZ nog eens 1,72 aan toe. De club uit de Lichtstad kon niet van de terugval van Ajax profiteren en men moest de titel aan Feyenoord laten. Bij het ontslag van Sjors Ultee, op 22 augustus 2022, was de cumulatieve verrassing van Fortuna Sittard gelijk aan -2,53. Onder het interim-duo Jeroen Schepens/Dominik Vergoossen zakte Fortuna zelfs weg naar -4,38. Julio Velazquez wist daarna een cumulatieve verrassing van 4,62 te genereren.
De eerste divisie
Tabel 2 geeft de Top-10 van de ranglijst van de cumulatieve verrassing in de KKD weer:
Tabel 2. Top-10, ranglijst cumulatieve verrassing trainers in de KKD, 2022/23.
![](data:image/png;base64,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)
Maurice Verberne in zijn eerste volledige seizoen als hoofdtrainer de ranglijst aan. Wederom hebben wij één andere naam ten opzichte van de selectie van de vakjury. Rick Kruys haalde met VVV-Venlo de play-offs. Hij neemt de plaats in van Rob Penders. Bij FC Eindhoven waren de verwachtingen hoog gespannen, na de derde plaats in het seizoen 2021/2022. Desondanks wist Penders een positieve cumulatieve verrassing te realiseren, ondanks het extreem krappe spelersbudget in het Jan Louwersstadion. Ten tijde van het ontslag van Robert Molenaar, op 27 december 2022, was de cumulatieve verrassing van NAC Breda gelijk aan -2,89. Onder interim-trainer-coach Ton Lokhoff krabbelde NAC al op naar -0,51, maar de energieke Duitser Peter Hyballa realiseerde vanaf 21 januari 2023 een cumulatieve verrassing van 6,82. Toen Dirk Kuijt de laan uit werd gestuurd, op 24 november 2022, stond de teller voor ADO Den Haag op -5,72. Dick Advocaat haalde weliswaar de nacompetitie niet, maar realiseerde wel een cumulatieve verrassing van 6,11. Mocht hij dus nooit meer op de bank plaatsnemen, dan neemt hij in ieder geval cijfermatig waardig afscheid.
Dus om een lang verhaal kort te maken: het seizoen 2022/23 was het seizoen van Maurice en Maurice: Maurice Verberne is naar onze analyse de beste trainer van de KKD; Maurice Steijn de beste trainer van de Eredivisie.
Referenties
Besters, L., J.C. van Ours en M.A. van Tuijl (2018), ‘Trainer de laan uit: zinvolle maatregel?’, Me Judice, 11 januari 2018.
Stadtmann, G. (2006), ‘Frequent news and pure signals: The case of a publicly traded football club’, Scottish Journal of Political Economy, 53 (4), 485-504
Van Ours, J.C. en M.A. van Tuijl, (2014), ‘Een economische blik op winnaars en verliezers van de eredivisie’, Me Judice. 8 mei 2014.
Van Ours, J.C. en M.A. van Tuijl (2016), ‘In-season head-coach dismissals and the performance of professional football teams,’ Economic Inquiry, 54(1), 591-604.
www.vi.nl
Te citeren als
Jan van Ours, Martin van Tuijl, “De beste trainers van voetbalseizoen 2022/23”,
Me Judice,
21 juni 2023.
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