De coronacrisis versnelt digitalisering
Toen de coronacrisis uitbrak verplaatste een groot deel van het leven noodgedwongen van offline naar online. Er moest niet alleen vanuit huis worden gewerkt, maar ook sociale contacten werden online onderhouden. Het internetgebruik steeg dan ook hard in Nederland tijdens de coronacrisis. Tussen december 2019 en maart 2020 nam het met 22,3% toe, vier keer zoveel als de groei de vier maanden ervoor (OECD, 2020).
Gedurende de afgelopen 14 maanden van de corona-pandemie zijn maar liefst 39.201 nieuwe webwinkels gestart.
Deze toename van digitale activiteit lijkt voor een groot deel blijvend. Consumenten geven bijvoorbeeld aan ook na de crisis vaker online te gaan winkelen en minder vaak uit eten te gaan (Hodbod, et al. 2020). Anders gezegd: de coronacrisis lijkt een versneller van de digitalisering van de samenleving te zijn (Baldwin, 2020).
Ook in de detailhandel is deze versnelling van de digitale economie duidelijk waarneembaar. In vergelijking met het aantal fysieke winkels starten er sinds de coronacrisis veel webwinkels (figuur 1). Deze trend is ook te zien als er gekeken wordt naar het aantal vestigingen van webwinkels en fysieke winkels in Nederland (figuur 2).
FIGUUR 1. STARTERS DETAILHANDEL & FIGUUR 2. VESTIGINGEN DETAILHANDEL
Bron: CBS
Binnen de detailhandel werden er tijdens de coronacrisis meer webwinkels dan fysieke winkels gestart. Gedurende de afgelopen 14 maanden van de corona-pandemie zijn maar liefst 39.201 nieuwe webwinkels gestart (Kamer van Koophandel, 2021). Het is de vraag hoe deze digitale transformatie zich verder ontwikkeld na de lockdown. De nieuwste cijfers van de Kamer van Koophandel geven aan dat het aantal startende webshops recent is gaan dalen, maar nog altijd boven het niveau van voor de coronacrisis ligt.
Verschillen tussen regio’s in groei webwinkels
De trend van een toename in webshops loopt niet gelijk binnen Nederland. Er zijn verschillen tussen regio’s. In figuur 3 is te zien dat in de periode 2015-2020 vooral het westen van Nederland een sterke groei kent van het aantal webwinkels. Hetzelfde is te zien in de periode 2020-2021. Deze verschillen kunnen gezien worden als een indicator van de snelheid van de digitale transformatie in de verschillende regio’s.
Maar waarom is de toename van webwinkels in de ene regio groter dan in een andere regio? Enerzijds zou je van dit soort ondernemingen verwachten dat ze in grote mate indifferent zijn voor locatie, gezien hun online business model. Anderzijds zou stedelijkheid vooral tijdens de lockdown een verklaring kunnen zijn voor de groei, omdat de dichtheid van winkels in stedelijke gebieden hoger is dan in landelijke gebieden, en door de sluiting van fysieke winkels daar zowel in de aanbodkant als vraagkant ineens een grotere toename is van webwinkels dan in landelijke gebieden die al meer gebruik maakten van online winkelen (Farag et al. 2007).
Een meer generieke verklaring voor de geografische verschillen in de toename van webwinkels is de kwaliteit van het ondernemersklimaat. Een maatstaf hiervoor is de kwaliteit van het regionale ecosysteem voor ondernemerschap. Dit kan gemeten worden door de methode Stam & Van de Ven (2021) te volgen en de Entrepreneurial Ecosystem Index (EEI), wat aan de hand van 10 elementen[1] de sterkte van een regionaal ecosysteem meet, samen te stellen voor elke regio.
De mate van stedelijkheid lijkt geen effect te hebben op de groei van webwinkels.
We analyseren de geografische verschillen in de groei van het aantal webwinkels in de periode net voor de coronacrisis (2015-2020) en tijdens de coronacrisis (2020-2021), aan de hand van de mate van stedelijkheid en de kwaliteit van het regionale ecosysteem voor ondernemerschap. Als laatst kijken we of de toename in webwinkels een substituut is voor de afname in fysieke winkels.
FIGUUR 3. PROCENTUELE TOENAME AANTAL WEBWINKELS
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)
Bron: CBS, eigen berekening
Stedelijkheid
De mate van stedelijkheid lijkt geen effect te hebben op de groei van webwinkels. Voor zowel de periode 2015-2020 als 2020-2021 is er geen consistent sterke samenhang tussen stedelijkheid en de groei van webwinkels te zien (zie figuur 4).
FIGUUR 4. TOENAME WEBWINKELS EN BEVOLKINGSDICHTHEID
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Bron: CBS
Ecosysteem voor ondernemerschap
Er lijkt wel een sterke samenhang te zijn tussen de kwaliteit van het regionale ecosysteem voor ondernemerschap en de groei van webwinkels. In figuur 5 is te zien dat de toename van webwinkels in de periode 2015-2020 sterk positief samenhangt met de Entrepreneurial Ecosystem Index uit 2014, met een R2 van 0,36 . Gekeken naar de groei tijdens de coronacrisis blijkt de kwaliteit van het ecosysteem ook een goede voorspeller met een R2 van 0,32 (figuur 5).
FIGUUR 5. RELATIE GROEI WEBWINKELS EN EEI
![](data:image/png;base64,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)
Bron: CBS, eigen berekening
Substitutie
Omdat tegelijkertijd met de groei van het aantal webwinkels het aantal fysieke winkels sterk is afgenomen in de verschillende regio’s is het interessant om te zien of er sprake is van substitutie tussen de twee (cf. Weltevreden 2007). In de periode 2015 -2020 is er een licht verband positief verband te zien, terwijl we bij substitutie juist een negatief verband verwachten. In de periode 2020-2021 is er wel een negatief verband te zien, maar of dat alleen het gevolg is van de coronacrisis of een structureel negatief verband moet nog blijken in de komende (post-corona) jaren.
FIGUUR 6. RELATIE WEBWINKELS EN FYSIEKE WINKELS
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)
Conclusie
De coronacrisis heeft de digitale transformatie in de detailhandel versneld met een sterke groei van het aantal webwinkels in 2020 en 2021. Deze versnelling is niet gelijk over de verschillende regio’s in Nederland. De kwaliteit van het regionale ecosysteem voor ondernemerschap lijkt een belangrijke conditie te zijn voor de versnelling van deze digitale transformatie.
Voetnoten
[1] Dit zijn: netwerken, leiderschap, financiering, talent, nieuwe kennis, intermediaire diensten, formele instituties, cultuur fysieke infrastructuur, vraag.
Referenties
Baldwin, S (2020) Covid, hysteresis, and the future of work, VoxEU.org, 29 May.
Farag, S., Schwanen, T., Dijst, M., & Faber, J. (2007). Shopping online and/or in-store? A structural equation model of the relationships between e-shopping and in-store shopping. Transportation Research Part A: Policy and Practice, 41(2), 125-141.
Hodbod, A., Hommes, C., Huber, S. J. & Salle, I. (2020) Is COVID-19 a consumption game changer? Evidence from a large-scale multi-country survey, Covid Economics 59: 40-76, London: CEPR Press.
Kamer van Koophandel (2021), KVK Trendrapportage Bedrijfsleven over mei 2021.
OECD (2020), Keeping the Internet Up and Running in Times of Crisis, OECD, Paris.
Stam, E., & Van de Ven, A. H. (2021). Entrepreneurial ecosystem elements. Small Business Economics 56: 809–832.
Weltevreden, J. W. (2007). Substitution or complementarity? How the Internet changes city centre shopping. Journal of Retailing and consumer Services, 14(3), 192-207.
Te citeren als
Jasper H. van Dijk, Erik Stam, “Sterke regionale ecosystemen voor ondernemerschap als voedingsbodem digitale transformatie”,
Me Judice,
8 juli 2021.
Copyright
De titel en eerste zinnen van dit artikel mogen zonder toestemming worden overgenomen met de bronvermelding Me Judice en, indien online, een link naar het artikel. Volledige overname is slechts beperkt toegestaan. Voor meer informatie, zie onze copyright richtlijnen.
Afbeelding
Foto door
Robbert Noordzij