Inleiding
‘Wij economen’ zien een vrijemarkteconomie als de beste manier om de welvaart van individuen te dienen. In een markteconomie krijgen individuen de kans te reageren op economische ‘prikkels’: zij ontwikkelen zich in de richting die hen het beste uitkomt. Onder bepaalde voorwaarden leidt dat door ‘de onzichtbare hand’ van Adam Smith tot een zo goed mogelijk resultaat voor iedereen. In een socialistische markteconomie, zoals éénpartijstaten als China dat opvatten, zijn marktbedrijven toegestaan, maar blijft desondanks alles en iedereen onder controle van de staat. Economische prikkels werken dan niet of niet optimaal. Het is daarom ook niet te verwachten dat de welvaart in China, gemeten als bijvoorbeeld het bruto binnenlands product (BBP) per hoofd, het niveau van Westerse landen zal halen. In dit artikel schat ik dat het BBP per hoofd in China ten meeste oploopt tot nog niet eens de helft van het BBP per hoofd in de VS. Het is daarbij ook nog maar de vraag of die lagere welvaart eerlijker verdeeld wordt over de Chinese burgers dan dat in het Westen gebeurt.
Autocratisch China leidde wel tot hoge economische groei
In autocratische regimes lopen individuen altijd de kans de vruchten van hun inspanningen te moeten inleveren of, erger, dat ze voor hun inspanningen ‘beloond’ worden met een gevangenisstraf. Ook de Chinese autoriteiten deinzen er niet voor terug succesvolle ondernemers voor jaren achter de tralies te zetten, zoals ondernemer Lai Chee-Ying in Hongkong overkwam. Maar ook Jack Ma, de oprichter van AliBaba, ontkwam niet aan de allesoverheersende invloed van de centrale communistische partij. Chinese bedrijven mogen zich dus alleen als marktbedrijven gedragen als ze de steun van het hoogste gezag hebben.
Toch heeft China sinds Deng Xiaoping in 1978 de introductie van een marktmechanisme in de productie van goederen en diensten aankondigde een enorme economische groei doorgemaakt. Daarmee wijkt China overigens niet af van andere landen in Oost-Azië, te weten Taiwan, Zuid-Korea, Japan en Singapore. Ter illustratie staan in figuur 1 de jaarlijkse groeicijfers voor Zuid-Korea en China.
Figuur 1. Jaarlijkse groeicijfers voor Zuid-Korea en China, 1961-2022.
![](data:image/png;base64,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)
Bron: Worldbank
Chinese groei was niet uitzonderlijk
Wat in figuur 1 opvalt is dat in de vorige eeuw de groeicijfers van de twee landen niet veel verschilden. Vanaf 2000 is de groei in China echter voortdurend hoger dan in Zuid-Korea. China en Zuid-Korea zaten toen echter in een andere ontwikkelingsfase. Om te kunnen nagaan of de economische ontwikkeling in China afwijkt van de ontwikkeling in andere Aziatische landen, zou je de landen kunnen vergelijken vanaf het jaar dat deze landen voor het eerst tot de groep van landen met een middeninkomen gingen behoren. Dat is wat de economen Jesús Fernández-Villaverde, Lee Ohanian en Wen Yao (juni 2023, hierna FOY) in dit paper doen. Zij bekijken de ontwikkeling van het BBP per hoofd van China, Japan, Zuid-Korea en Taiwan vanaf het jaar dat die landen tot de groep van landen met een middeninkomen gingen behoren. Dat was voor China relatief laat (1995), vergeleken met Japan (1950), Taiwan (1962) en Zuid-Korea (1972). In 2017-dollars was het bruto binnenlands product (BBP) per hoofd voor de diverse beginjaren nagenoeg gelijk.
Figuur 2. Ontwikkeling BBP per hoofd Japan, Zuid-Korea en Taiwan vanaf toetreding groep landen met een middeninkomen.
![](data:image/png;base64,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)
Bron: The Neoclassical Growth of China, FOY.
Er blijkt dat de ontwikkeling in de vier landen vanaf het jaar dat ze een middeninkomen hadden bereikt de eerste 25 jaar nagenoeg identiek is. De landen Japan, Zuid-Korea en Taiwan groeiden 25 jaar nadat zij een land met een middeninkomen waren geworden, veel minder hard dan daarvoor.
Neoklassieke theorie voorspelt afnemende groei voor China
Dit suggereert dat ook voor China de periode van afnemende groei nu ongeveer is aangebroken. Als dit patroon zich inderdaad zal voordoen, zal de groei van China over een aantal jaren sterk terugvallen. Dit zou in ieder geval in overeenstemming zijn met de neoklassieke groeitheorie à la Solow. Die theorie kent immers twee basisresultaten. Het eerste resultaat zegt dat – in de afwezigheid van zowel technische vooruitgang als bevolkingsgroei – er een niveau van de kapitaal-arbeidsverhouding, laten we zeggen k*, zal zijn waarbij investeringen als (constant) percentage van de productie, zeg i, niet meer tot economische groei zullen leiden. Die investeringen zullen dan precies genoeg zijn om de afschrijvingen op kapitaal te compenseren.
Als er geïnvesteerd wordt, terwijl er weinig kapitaal beschikbaar is, zal dat tot hoge groei leiden. Deze ‘inhaalvraag’ zal, net als in de rijke landen, op den duur niet meer tot economische groei leiden.
Het tweede resultaat van de theorie volgt direct uit het eerste resultaat. Dat zegt namelijk dat, als de kapitaal-arbeidsverhouding kleiner is dan k*, de investeringsvoet i tot een hoge, maar in de tijd afnemende economische groei zal leiden. De reden van de afnemende groei is dat bij een gegeven beroepsbevolking de inzet van extra kapitaal steeds minder extra productie oplevert als gevolg van de afnemende marginale productiviteit van kapitaal.
In het kort: de neoklassieke groeitheorie voorspelt dus wanneer de groei ophoudt en dus ook wanneer de groei doorgaat of begint. Sommige arme landen met weinig kapitaal hebben een grote achterstand op de rijke landen. Daarom zouden die landen volgens de neoklassieke theorie een snelle groei kunnen doormaken. Als er geïnvesteerd wordt, terwijl er weinig kapitaal beschikbaar is, zal dat tot hoge groei leiden. Deze ‘inhaalvraag’ zal, net als in de rijke landen, op den duur niet meer tot economische groei leiden.Als de groei stopt, betekent dat echter volgens de theorie dat het desbetreffende land niet arm meer is. De kapitaal-arbeidsverhouding moet dan in dat voorheen arme land immers net zo groot zijn als in het rijke land.
De Totale Factor Productiviteit (TFP) als extra productiefactor
De vraag is dan of China op het moment dat de groei gaat stokken, net zo rijk zal zijn als de rijke Westerse landen, bijvoorbeeld de VS. Wel in het simpele model zonder technische vooruitgang, maar niet noodzakelijk als rekening gehouden wordt met veranderingen in de zogenaamde totale factorproductiviteit (TFP). Door meer technische kennis en/of door beter opgeleide mensen kan de productie en de productiviteit van een gegeven hoeveelheid arbeid en kapitaal toenemen. De groei van het nationaal inkomen kan dan niet alleen verklaard worden door de toename van de hoeveelheid kapitaal en/of de toename van de werkende bevolking.
Waardoor de TFP toeneemt, weet de theorie echter niet te verklaren. Daarom wordt deze productiviteit gemeten als de verandering in het nationaal product die niet verklaard kan worden door veranderingen in de hoeveelheid kapitaal of door veranderingen in de omvang van de werkende bevolking. Het bestaan van de TFP zorgt er dus voor dat de economie kan blijven groeien ook als de kapitaal-arbeidsverhouding niet meer verandert. De TFP zou je daarom ook een derde productiefactor kunnen noemen, naast arbeid en kapitaal. Je zou dat met Nobelprijswinnaar Paul Romer de factor ideeën kunnen noemen (Romer, 1990). Ideeën, zoals die over het wiel, de ploeg, het weefgetouw, de stoommachine, de computer, enzovoorts, zijn ook bepalend geweest voor de productie en dus ook de groei van de productie in een economie.
Omdat ideeën na verloop van tijd voor iedereen in de wereld gratis toegankelijk zijn, kunnen nieuwe ideeën vanzelf tot (wereldwijde) groei leiden. Maar dat is alleen maar gegarandeerd als ondernemers die de nieuwste vindingen toepassen, daar ook zelf de vruchten van kunnen plukken.
De TFP in China zal relatief laag blijven
Voor China is niet iedereen daarvan overtuigd. Dat geldt bijvoorbeeld voor Daron Acemoglu en James Robinson die in hun boek Why Nations Fail (2013) betwijfelen of China de maximale TFP zal bereiken (blz. 437-443). Inhaalvraag, zo beweren zij, zal nog wel lukken, maar ‘creative destruction’ waarbij de allernieuwste technologie wordt ontwikkeld en toegepast, zal in China minder snel gebeuren. Dat moet plaats vinden in individuele bedrijven, maar levert in het autocratische politieke systeem van China een risico op voor individuele ondernemers. Als eventueel succes niet de instemming van de autocraten heeft, dreigt onteigening (of erger). De prikkel om op bedrijfsniveau vernieuwingen door te voeren, wordt daarmee kleiner.
Omdat ideeën na verloop van tijd voor iedereen in de wereld gratis toegankelijk zijn, kunnen nieuwe ideeën vanzelf tot (wereldwijde) groei leiden. Maar dat is alleen maar gegarandeerd als ondernemers die de nieuwste vindingen toepassen, daar ook zelf de vruchten van kunnen plukken.
De these van Acemoglu en Robinson is een kwalitatief oordeel dat deels gebaseerd is op historische gebeurtenissen. Een empirische onderbouwing wordt echter wel geleverd door het eerder genoemde paper van FOY. Op basis van een neoklassiek model en met data voor de VS en China van de laatste 25 jaar, komen zij tot de bevinding dat de TFP van China is gestegen van 25 procent van de TFP van de VS naar 40 procent. Aannemende dat het convergentieproces van de afgelopen 25 zich in de komende jaren zal voortzetten, zal de relatieve TFP van China naar maximaal 47 procent convergeren. Zoals FOY laten zien is de consequentie daarvan dat de groei van het BBP per hoofd in China de komende decennia zal afnemen en onder de groei van het BBP per hoofd in de VS zal uitkomen. Het BBP per hoofd in China zal in die periode op zijn hoogst naar de helft van het inkomen per hoofd in de VS convergeren rond 2050. Deze minder gunstige ontwikkeling van het BBP per hoofd in China schrijven FOY toe aan ‘instituties’. Met Acemoglu en Robinson zouden meer specifiek die ínstituties omschreven kunnen worden als de dominante invloed van de communistische partij op individuele bedrijfsbeslissingen.
Lagere groei in China met meer gelijkheid?
Een voordeel van het ‘staatskapitalisme’ in China zou kunnen zijn dat het eenvoudiger is groeiende ongelijkheid tot stilstand te brengen. Raoul Leerling beweerde op Me Judice dat dit inderdaad gelukt is dankzij “de daadkracht en volharding van de Chinese beleidsmakers.” De ongelijkheid zou tussen 2000 en 2016 zelfs tussen de 6 en 12 procent zijn afgenomen. Nu zijn officiële Chinese data over inkomens moeilijk te verifiëren, zoals Ravaillon en Chen (2021) melden. Piketty, Yang en Zucman (2017) noemen de hoge mate van non-response bij enquêtes over inkomens, vooral onder hogere inkomens. Zij combineren daarom belastinggegevens van hoge inkomens, met enquêtes onder gezinnen en nationale inkomensdata om de inkomensongelijkheid te meten. Recent hebben ook Zhao, Wong, Shao en Liu (te verschijnen) gebruik gemaakt van de door Piketty et al. samengestelde database om de ontwikkeling van de inkomens- en vermogensongelijkheid van 1978 tot 2019 te meten. Het blijkt dat de Gini-coëfficiënt is gestegen van 38 procent in 1978 tot 56 procent in 2019 (hogere Gini-coëfficiënt betekent meer ongelijkheid, red.). De Gini-coëfficiënt van de vermogens steeg van 54 procent in 1995 naar 75 procent in 2016. Bovendien blijkt dat sinds de start van de socialistische markteconomie in 1978 het inkomensaandeel van de 1 procent hoogste inkomens te zijn verdubbeld en dat van de laagste 50 procent te zijn gedaald met 50 procent.
De hoge economische groei van de afgelopen 45 jaar is dus vergezeld gegaan van toenemende ongelijkheid. Dit geeft niet direct aanleiding om de “volharding” van de Chinese top bij het verkleinen van de inkomensverschillen te prijzen. Het is daarvoor in ieder geval te vroeg. Het is ook pas in augustus 2021 dat, tijdens een bijeenkomst van het centrale comité van de communistische partij, president Xi Jinping “gezamenlijke rijkdom” noemde als het nieuwe doel van de Chinese economie. China moet overgaan op een systeem dat meer recht doet aan hen die nog niet vermogend zijn, zou Xi gezegd hebben.
Het is misschien ironisch te noemen dat dit doel wordt geformuleerd op een moment dat de uitbundige groeicijfers voor de Chinese economie tot het verleden lijken te behoren. Alsof Xi Jinping de stelling van Kuznets in gedachte had, die immers zegt dat na een periode van hoge groei en toenemende ongelijkheid, zowel de groei als de ongelijkheid zal gaan afnemen. Voor Xi Jinping is te hopen dat die stelling opgaat. Anders kunnen hij en zijn vertrouwelingen er nog een harde dobber aan hebben om tot gezamenlijke rijkdom te komen.
Referenties
Acemoglu, D. en J.A. Robinson (2013), Why nations fail, Random House Inc.
Fernández-Villaverde, J., Ohanian, L en Yao W (2023), The Neoclassical Growth of China,
CESifo Working Paper No. 10499.
Leering, R, Inkomensbeleid: Neem een voorbeeld aan China, Me Judice, 19 november 2021.
Piketty, T, L Yang en G Zucman (2017), Capital Accumulation, Private Property and Rising Inequality in China, 1978-2015, NBER Working Paper No. 23368.
Ravallion, M en S Chen (2021), Fleshing Out the Olive? On Income Polarization in China, NBER Working Paper 29383.
Romer, P. M. (1990), Endogenous Technological Change, Journal of Political Economy 98, S71–S102.
Zhao, S.X.B, Wong, D.W.H., Shao, C.H. en Liu, K.M, (te verschijnen), Rising Income and Wealth Inequality in China: Empirical Assessments and Theoretical Reflections, Journal of Contemporary China.