Inleiding
De kennisinvesteringen zijn in Nederland lager dan in veel andere (Europese) landen en blijven al lange tijd achter bij internationale doelstellingen. Dat is een gemiste kans voor de Nederlandse economie, want investeringen in bijvoorbeeld research & development (R&D) en onderwijs zijn een belangrijke bron van productiviteitsgroei en daarmee economische groei. In eerdere analyses hebben we al laten zien dat hogere R&D-uitgaven van de private sector zichzelf meer dan terugverdienen. Ook hebben we eerder laten zien dat het zelfs mogelijk is de structuur van de economie te veranderen via hogere R&D-investeringen.
Een recente oproep van de Kenniscoalitie heeft ons geïnspireerd tot een nadere analyse naar de economische effecten van een grootschalig en langdurig investeringspakket in publieke R&D.
Voor een intensivering van de R&D-investeringen is een samenleving niet alleen afhankelijk van investeringen door het bedrijfsleven. De overheid kan ook zelf direct R&D financieren, via universiteiten en publieke kennisinstellingen (zoals TNO). Deze invalshoek bleef in voornoemde studies enigszins onderbelicht en een recente oproep van de Kenniscoalitie heeft ons geïnspireerd tot een nadere analyse naar de economische effecten van een grootschalig en langdurig investeringspakket in publieke R&D.
De effectiviteit van publieke R&D-uitgaven
Een omvangrijke stroming in de economische literatuur kijkt naar de oorsprong van arbeidsproductiviteitsgroei. Daarin staat meestal de zogenoemde totale factorproductiviteit (TFP) centraal. Dit is de meest pure vorm van productiviteitsgroei die overblijft nadat de economische groei is geschoond voor werkgelegenheidsgroei en de groei van de hoeveelheid kapitaal per eenheid arbeid (kapitaalverdieping). TFP kan daarmee worden beschouwd als een technologiemaatstaf in de meest brede zin van het woord, omdat zij meet hoe productief arbeid en kapitaal zijn in het genereren van toegevoegde waarde (figuur 1).
Figuur 1: Welke factoren bepalen de omvang van een economie?
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)
Bron: RaboResearch
Hoewel de belangrijkste factoren achter TFP-groei in sommige economische modellen worden genegeerd, blijkt uit veel empirische studies dat TFP-groei geen geschenk is uit de hemel (zie figuur 2). Het is afhankelijk van bijvoorbeeld de ontwikkeling van menselijk kapitaal, ondernemerschap, openheid van een economie, arbeidsparticipatie (extra inzet van arbeid is gemiddeld minder productief), de conjunctuur, en publieke en private R&D-uitgaven in binnen- en buitenland (zie hier een overzicht).
Figuur 2: Stand van de technologie is geen geschenk uit de hemel
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)
Bron: RaboResearch
Theoretische relatie tussen TFP en kennisinvesteringen
Een euro extra investering in kennis zorgt voor een veelvoud aan toegevoegde waarde voor een economie. Dit komt omdat kennis twee unieke eigenschappen heeft (Romer, 1990). Ten eerste is kennis niet-rivaliserend. Dit betekent dat het gebruik van kennis door een persoon of bedrijf anderen niet belemmert om diezelfde kennis ook te gebruiken. Het tegenovergestelde hiervan is een rivaliserend goed. Als iemand een pak vaatwastabletten koopt in de supermarkt, kan iemand anders datzelfde pak niet meer aanschaffen. Een nieuwe technologie waarmee producten kwalitatief kunnen worden verbeterd, processen efficiënter kunnen worden ingeregeld of kosten kunnen worden gereduceerd, kan zonder belemmeringen worden gebruikt door andere partijen in een economie. Wel zorgt nieuwe kennisontwikkeling in zowel het binnen- als buitenland ervoor dat bestaande technologieën verouderen en in onbruik raken. Er zit daarom een relatief hoge afschrijvingsvoet op de kennisvoorraad van een land (zie Griliches, 2000).
Een nieuwe technologie waarmee producten kwalitatief kunnen worden verbeterd, processen efficiënter kunnen worden ingeregeld of kosten kunnen worden gereduceerd, kan zonder belemmeringen worden gebruikt door andere partijen in een economie.
Een tweede belangrijke reden waarom kennis zo belangrijk is voor de welvaart van een land is dat zij, op enige termijn, niet-exclusief is. Dit betekent dat kennis zich gemakkelijk verspreidt. Kennis kan wel worden beschermd met een patent, maar voor een deel is verspreiding ervan na verloop van tijd onvermijdelijk, omdat kennis ook in de hoofden van mensen zit. Als een R&D-medewerker vertrekt naar de concurrent of een andere kennisinstelling neemt hij de kennis mee en kan hij deze gratis en voor niks toepassen bij zijn nieuwe werkgever. Daarmee verspreidt kennis zich als een olievlek in een economie en levert elke euro die wordt geïnvesteerd aan kennisontwikkeling door een bedrijf, universiteit of kennisinstelling een veelvoud op aan toegevoegde waarde voor de samenleving (Lucking, Bloom en Van Reenen (2018), Bloom, Schankerman en Van Reenen (2013) en Erken en Groenewegen, 2019). Overigens is het niet zo dat bedrijven kennis zomaar kunnen toepassen die niet door hen zelf is ontwikkeld. Bedrijven moeten namelijk wel zelf beschikken over een voldoende onderzoeksbasis om kennis te kunnen absorberen (Cohen en Levinthal, 1989). In die absorptiecapaciteit zit vaak het probleem voor opkomende markten en ontwikkelingslanden. Door het ontbreken van een bepaald basisniveau aan kennis en vaak kwalitatief gebrekkig onderwijs draaien veel sectoren nog steeds op verouderde technologie. Zo werden in India tot begin jaren zeventig nog stoomlocomotieven gemaakt, terwijl in Japan al een decennium lang Shinkansen hogesnelheidstreinen reden.
Empirische relatie tussen TFP en publieke kennisinvesteringen
De relatie tussen TFP-groei en publieke kennisinvesteringen is empirisch lastig te meten, doordat het relatief lang duurt voordat publieke investeringen zich vertalen in productiviteitsgroei. Het betreft vaak fundamenteel onderzoek dat in een volgend stadium (vaak ook via privaat onderzoek) wordt toegepast en gevaloriseerd, waarmee het rendement oplevert voor een economie. Er is dan ook geen overduidelijke wetenschappelijke consensus over de effectiviteit van publieke R&D-investeringen. Het tekstkader hieronder vat de belangrijkste resultaten uit de literatuur samen. Hoewel enkele onderzoeken (vooral panel-studies) geen significante of zelfs negatieve effecten vinden, vinden de meeste studies wel positieve effecten, waaronder voor Nederland.
In lijn met die resultaten laat ons eigen model voor de TFP-groei in Nederland omvangrijke positieve effecten zien van publieke R&D-uitgaven. Ons zogeheten endogene groeimodel hebben we uitgebreid eerder gedocumenteerd en gebruiken we in het vervolg van deze studie voor het analyseren van de effecten van het investeringspakket.
Kader 1: Economische effecten van publieke R&D-uitgaven volgens de empirische literatuur
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Guellec en Van Pottelsberghe de la Potterie (2004) vinden positieve effecten van publiek R&D-kapitaal op de TFP-groei in een panelstudie voor zestien landen over de periode 1980-1998. Khan en Luintel (2006) lukt het niet om deze resultaten te reproduceren, maar vinden wel positieve effecten van publieke R&D-kapitaal wanneer rekening wordt gehouden met voldoende landspecifieke eigenschappen. Erken (2008) vindt ook geen direct positief effect van publiek R&D-kapitaal op de TFP-ontwikkeling in een panelschatting voor twintig landen over 33 jaar tijd. Wel wordt een positief effect gevonden voor publiek R&D-kapitaal door in een eerste stap het effect van de totale hoeveelheid R&D-kapitaal op de TFP te schatten, om vervolgens in een tweede stap het effect statistisch toe te delen aan de posten publieke en private R&D.
In tegenstelling tot bovengenoemde studies vinden Bassanini, Scarpetta en Hemmings (2001) een negatief effect van publieke R&D-uitgaven als percentage van het bbp (R&D-intensiteit) op de bbp-groei per hoofd van de bevolking. Een verklaring hiervoor kan zijn dat publieke R&D-uitgaven private R&D-uitgaven verdringen. Coe, Helpman en Hoffmaister (2009) en Van Elk et al. (2019) vinden weliswaar geen negatieve effecten van publiek R&D-kapitaal in panelstudies, maar ook geen significante positieve. Van Elk et al. stellen dat de heterogeniteit tussen landen erg groot is, wat mogelijk een verklaring kan bieden voor het niet-significante effect van publieke R&D.
Soete, Verspagen en Ziesemer (2021) borduren voort op deze constatering en houden daarom wel rekening met de specifieke situatie in individuele landen. Op basis van een vector error-correctiemodel (VECM) vinden ze inderdaad grote verschillen tussen landen. De meeste landen (waaronder Nederland) laten een significant positief verband zien tussen publieke en private R&D enerzijds en TFP anderzijds, maar in enkele landen resulteert een negatief verband. Een verklaring hiervoor is het verschil in nationale R&D-systemen en dan vooral de mate van complementariteit van publieke en private R&D-investeringen. Deze grote variëteit verklaart mogelijk ook de wisselende resultaten in panelstudies. Dezelfde auteurs (2020) komen ook in een aparte studie voor Nederland tot positieve effecten.
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Een publiek investeringspakket voor Nederland: De Nederlandse (publieke) R&D-uitgaven in perspectief
Via de zogenoemde Lissabon-doelstelling en daaropvolgende andere EU-initiatieven hebben alle EU-landen zich tot doel gesteld de totale nationale uitgaven aan R&D te verhogen tot 3 procent van het bbp. In 2020 was dit in Nederland 2,2 procent en ons land is daarmee een middenmoter. Voor de publieke R&D-uitgaven is het beeld iets beter (zie figuur 3), maar de achterstand op koplopers Denemarken, Noorwegen en Duitsland is fors: 0,7 procent tegen 1,0 procent. Genoeg ruimte voor verbetering dus.
Figuur 3: Publieke uitgaven in Nederland blijven ruim achter bij de koplopers
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)
Bron: OESO, RaboResearch
Het basispad
Ook in een situatie zonder extra investeringsimpuls is er sprake van economische groei. In dit basispad gaan we ervan uit dat de publieke R&D-uitgaven meegroeien met de omvang van de economie, waardoor de uitgaven als percentage van het bbp op 0,75 blijven hangen tot en met 2040. De private R&D-uitgaven stabiliseren gedurende die periode op 1,4 procent bbp. Samen met veronderstellingen over de ontwikkeling van werkgelegenheid, kapitaal en de andere determinanten van TFP resulteert dat in een bbp-groei van 1,0-1,5 procent tot 2030 en iets onder de 1 procent daarna (zie figuur 4).[1]
De afnemende groei na 2030 komt vooral door de daling van de bijdrage van de werkgelegenheidsgroei. Door de vergrijzing van de beroepsbevolking gaan de komende decennia veel werkenden met pensioen, terwijl er minder jonge werknemers voor terugkomen (ontgroening). De toenemende arbeidsparticipatie onder ouderen compenseert deze demografische ontwikkelingen nog enigszins, mede door de koppeling van de AOW-gerechtigde leeftijd aan de levensverwachting. Daar staat tegenover dat de deeltijdfactor (het aantal gewerkte uren per werkende) juist licht afneemt, in lijn met de afgelopen decennia.
De factor kapitaal en TFP dragen tot en met 2040 positief bij aan de groei. Laatstgenoemde neemt vooral toe doordat de R&D-uitgaven meegroeien met het bbp. Dit is geen beleidsarm basispad, aangezien deze koppeling geen automatisme is. Het vergt dus alsnog actief beleid van de overheid om op dit pad uit te komen. Toch is dit op basis van het verleden een realistische aanname. Dit impliceert ook dat de economische groei al eerder onder de 1 procent zakt wanneer de overheid deze koppeling niet aanhoudt of zelfs bezuinigt op kennisinvesteringen.
Figuur 4: Toekomstige bbp-groei komt vooral door groei kapitaal en TFP, arbeid draagt negatief bij
![](data:image/png;base64,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)
Bron: OECD, CBS, Macrobond, Eurostat, RaboResearch
Samenstelling investeringspakket
Het investeringspakket dat we hieronder analyseren, is geïnspireerd door het recente pleidooi van de Kenniscoalitie. Het is een ambitieus, maar realistisch pakket waarmee Nederland zich opwerkt naar een subtop-positie binnen Europa (0,94 procent bbp aan publieke R&D), ongeveer gelijk met Finland in figuur 3. Die relatieve positieverbetering is echter onzeker, aangezien veel landen de laatste jaren hun ambities naar boven hebben bijgesteld.
Het pakket bevat een intensivering van de investeringen in R&D bij universiteiten en kennisinstellingen. Om deze goed te laten landen in de economie, is het echter belangrijk dat ook de private sector haar steentje bijdraagt. Deze bijdrage wordt wel door de overheid gefaciliteerd en financieel gestimuleerd via bijvoorbeeld fiscale instrumenten en subsidies. De verhoging van de private R&D-uitgaven is, in euro’s, gelijk aan die van de publieke R&D-uitgaven, met enige vertraging. Overigens betreft het pad voor de private R&D-uitgaven geen voorstel van de Kenniscoalitie, maar is een inschatting door RaboResearch zelf.
Om de productiviteit permanent te verbeteren via hogere R&D-uitgaven, zijn permanente investeringen nodig. Kennis veroudert immers, waardoor deze voortdurend moet worden aangevuld met nieuwe. Zo niet, dan zakt de productiviteit uiteindelijk weer terug naar het niveau zonder investeringspakket. We hebben al eerder betoogd dat het Nationaal Groeifonds daarom te kortdurend en te klein is om de productiviteit langdurig en substantieel te verhogen.
Om de productiviteit permanent te verbeteren via hogere R&D-uitgaven, zijn permanente investeringen nodig. Kennis veroudert immers, waardoor deze voortdurend moet worden aangevuld met nieuwe.
Derhalve gaan we hier uit van permanent hogere R&D-uitgaven, waarbij de investeringen geleidelijk oplopen tot en met 2030 en daarna gelijke tred houden met het bbp. Omdat de effecten van de investeringen met een vertraging zichtbaar worden in de productiviteit, laten we de economische effecten tot 2040 zien.
Tabel 1 vat het investeringspakket samen. De extra publieke R&D-uitgaven zijn in 2025 1,5 miljard euro meer in nominale termen ten opzichte van het niveau van de uitgaven in 2020 van 6 miljard euro. Dit loopt op tot 4,4 miljard euro extra in 2030 en 8,6 miljard euro in 2040 (linkerdeel tabel). Voor de private R&D is de stijging nog groter. Een groot deel van deze stijgingen zitten echter al in ons basispad. Wanneer we schonen voor de groei in ons basispad, loopt de extra impuls voor publieke R&D geleidelijk op naar 0,9 miljard euro in 2025, 2,2 miljard euro in 2030 en 2,9 miljard euro in 2040 (rechterdeel tabel). De private R&D-impuls is iets kleiner dan de impuls aan de private kant. Deze gecorrigeerde cijfers zijn het uitgangspunt voor de berekening van de economische effecten van het pakket.
Tabel 1: Verdeling investeringspakket over de tijd
![](data:image/png;base64,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)
Bron: Kenniscoalitie, RaboResearch. *RRF = Recovery and Resilience Facility, het EU-investeringsprogramma om sterker uit de coronacrisis te komen.
Impact impuls op R&D-intensiteit
Het investeringspakket verhoogt de R&D-intensiteit van zowel de publieke als de private sector (zie figuur 5). Deze komt voor het publieke deel uit op 0,94 procent bbp en voor het private deel op 1,61 procent bbp. Door dit forse investeringspakket gaan we ervan uit dat de sectorstructuur van de Nederland zich ook licht aanpast en het aandeel van R&D-intensieve sectoren in de totale economie stijgt (zie Erken, Van Es en Van Harn, 2021). Dit zorgt voor een extra impuls aan de private R&D-uitgaven van 0,16 procent van het bbp.
De totale R&D-uitgaven komen uit op 2,7 procent bbp (zie figuur 5). Dit ligt nog steeds onder de Lissabon-doelstelling van 3,0 procent, maar het huidige gat van 0,8 procentpunt is wel grotendeels gedicht. Een snellere inhaalslag dan dit is op basis van ervaringen in andere landen vrijwel zeker onhaalbaar. De publieke R&D-uitgaven stegen daar nooit meer dan gemiddeld 2 tot 3 procent per jaar na de aankondiging van ambitieuze investeringspakketten. Dit is ook niet verwonderlijk. Het opzetten of uitbreiden van nieuwe kennisinstituten of universiteiten en het vinden van voldoende geschikte arbeidskrachten vergen immers tijd. Ook moet rekening worden gehouden met de kennisextensieve sectorstructuur van de Nederlandse economie, die het gevolg is van comparatieve voordelen van ons land. Zo is het logisch dat Nederland een grote logistieke- en handelssector heeft, vanwege de gunstige geografische ligging binnen Europa. Die sectoren zijn relatief kennisextensief.
Figuur 5: Zowel publieke als private R&D-intensiteit neemt structureel toe door investeringspakket
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)
Bron: OESO, RaboResearch. Opmerking: in 2013 heeft een revisie plaatsgevonden van de R&D-statistieken waardoor met name het beeld bij private R&D sterk opwaarts is bijgesteld.
Economische effecten van het investeringspakket
Onze modeluitkomsten laten zien dat het investeringspakket zich dubbel en dwars terugverdient. Als we ervan uitgaan dat de extra impuls van publieke en private R&D ten opzichte van het basispad volledig via de overheid werd bekostigd, dan zou het totale pakket (inclusief Groeifonds en Europese middelen uit de Recovery and Resilience Facility (RRF)) 34 miljard kosten. Onze berekeningen laten zien dat zo’n pakket ervoor zorgt dat de jaarlijkse economische groei het komende decennium gemiddeld genomen 0,5 procentpunt hoger uitkomt (2 procent per jaar) dan in het basispad (1,5 procent per jaar). Uiteindelijk is de Nederlandse economie op lange termijn qua omvang ongeveer 85 miljard groter dan zonder het investeringspakket (basispad). Uitgaande van een constante en stabiele private en publieke R&D-intensiteit na 2030 (zie figuur 5) komt het reële bbp per inwoner in 2040 4.800 euro hoger uit, een bijna 10 procent hoger reëel welvaartsniveau per Nederlander (zie figuur 6). In nominale termen gaat het per Nederland om een bedrag van 7.800 euro in 2040.
Tijdelijk of permanent?
Permanent hogere kennisinvesteringen, dus continuering na 2030, leiden overigens niet tot permanent hogere economische groei. De oranje lijn in figuur 6 loopt na verloop van tijd evenwijdig aan de blauwe lijn (basispad). Dit komt doordat de afschrijvingen op de hoeveelheid R&D-kapitaal vanwege de extra investeringen toenemen over de tijd, totdat een nieuw evenwicht ontstaat waarbij de extra afschrijvingen even groot zijn als de extra investeringen zelf. De hoeveelheid R&D-kapitaal ligt dan op een hoger niveau dan in het basispad, maar groeit even hard. Dit geldt ook voor het bbp-niveau (per hoofd), en daarmee de economische welvaart. Deze belanden in dit scenario permanent op een hoger niveau dan in het basispad.
Alle extra tijdelijke investeringen zijn op enig moment immers volledig afgeschreven, zodat er geen productiviteitseffect meer van uitgaat. Er is in dat geval geen sprake van een permanent hoger bbp per hoofd.
De groene lijn in figuur 6 laat echter zien wat er gebeurt als het investeringspakket tot 2030 loopt en daarna geleidelijk aan wordt afgebouwd (zoals het Nationaal Groeifonds momenteel is opgezet). De economische groei komt in dit scenario na afloop van het pakket onder de groei in het basispad terecht, waardoor het niveau van het bbp per hoofd stagneert en op lange termijn zelfs geleidelijk terugkeert naar het oude groeipad. Alle extra tijdelijke investeringen zijn op enig moment immers volledig afgeschreven, zodat er geen productiviteitseffect meer van uitgaat. Er is in dat geval geen sprake van een permanent hoger bbp per hoofd.
Figuur 6: Permanent investeringspakket zorgt voor structureel 5.000 euro hoger bbp per hoofd.
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)
Bron: OESO, CBS, RaboResearch, Penn World Tables
Rol van de overheid
Onze berekeningen laten zien dat de Nederlandse economie het groeitempo van begin deze eeuw weer kan evenaren met een investeringspakket in publieke en private kennis. Het tempo van de jaren daarvoor is niet haalbaar, omdat de factor arbeid in die periode sterk bijdroeg aan de groei (zie figuur 6). Dit onderstreept direct het belang van een ambitieus investeringspakket: met de steeds meer voelbare negatieve impact van de vergrijzing en ontgroening de komende jaren wordt een hogere productiviteitsgroei onze grootste bron van toekomstige economische groei.
Ook zorgt een permanent investeringspakket niet alleen voor de economische welvaart, maar kan het onder de juiste voorwaarden ook de brede welvaart verbeteren. Dit vereist wel dat de investeringen toegespitst zijn op de grote toekomstige uitdagingen, zoals klimaatverandering, de energietransitie en de vergrijzing of ingrijpen op woongenot, gezondheid of andere onderdelen van brede welvaart. Op die manier slaan we meer vliegen in één klap.
Het is van belang dat de politiek nu al actie onderneemt en niet wacht tot de groei daadwerkelijk stagneert. Het duurt namelijk enige tijd voordat we de vruchten van zo’n investeringspakket volledig kunnen plukken. In onze berekeningen worden de maximale welvaartseffecten pas in 2033 bereikt. Het gezegde ‘de kost gaat voor de baat uit’ is immers in hoge mate van toepassing op kennisinvesteringen.
Voetnoten
[1] Deze analyse is voor de toekomst op basis van potentiële groei. Conjuncturele factoren zorgen er hoogstwaarschijnlijk voor dat het beeld er tot en met 2040 veel grilliger uitziet. Dit blijft in deze analyse buiten beschouwing.