The Correlation between GDP PPP Per Capita and GDP PPP Per Area in Europe

Oct 17, 2017
Scatter plot of per capita GDP PPP and GDP PPP per area

The correlation between per capita gross domestic product based on purchasing power parity (GDP PPP) and GDP PPP per area in Europe is moderate.  The three largest economies on a per capita basis have either a low, moderate, or high per area GDP relative to other countries on the continent.

Findings

  • The correlation coefficient between per capita Gross Domestic Product (GDP) in Purchasing Power Parity (PPP) and minimum wage in Europe is 0.44.
  • As the per capita GDP PPP increases in Europe, the per area GDP PPP somewhat increases.
  • Moldova has the lowest per capita GDP PPP and the third lowest per area GDP PPP.
  • Iceland has the lowest per area GDP PPP but the eighth highest per capita GDP PPP.
  • Luxembourg has the largest per capita GDP PPP and the third highest per area GDP PPP on the continent.
  • Malta on the other hand, has the highest per area GDP PPP but the 16th highest per capita GDP PPP.

Caveats

  • As always, correlation does not imply causation.
  • Andorra, Gibraltar, Guernsey, Vatican City, Isle of Man, Jersey, Liechtenstein, Monaco, and Slovakia were missing data.

Details

Every country that has a per capita GDP PPP of at least 50,000 international dollars, also has a GDP PPP per square kilometer of at least one million international dollars.  In addition, every country with a per capita GDP PPP below 20,000 international dollars also has a GDP PPP per square kilometer of at most two million international dollars.

As is usually the case, in Europe, results are geographically clustered.  Western European states have both high per capita and per area GDP PPP, Nordic countries have high per capita but low per area GDP PPP, the Blatic states are clustered together as are the Balkan states.  Only Southern European states and former Soviet republics are not clustered together.

Country Codes

CodeCountryGDP PPP Per Square KilometerPer Capita GDP PPP
ALAlbania1,259,148.4611,840
ATAustria5,155,822.6348,005
BYBelarus835,284.218,000
BEBelgium17,337,821.0245,047
BABosnia and Herzegovina868,449.3210,958
BGBulgaria1,371,576.2220,327
HRCroatia1,767,077.7822,795
CZCzech Republic4,674,439.2533,232
DKDenmark6,591,172.7947,985
EEEstonia890,488.1929,313
FIFinland708,755.1242,165
FRFrance4,400,527.4942,314
DEGermany11,580,989.4148,111
GRGreece2,289,761.0626,669
HUHungary3,055,703.6627,482
ISIceland178,014.9649,136
IEIreland4,890,669.2569,231
ITItaly7,642,939.1636,833
LVLatvia824,722.4825,710
LTLithuania1,384,180.729,972
LULuxembourg24,574,245.94104,003
MKMacedonia1,241,550.9714,597
MTMalta58,240,506.3339,834
MDMoldova596,939.535,328
MEMontenegro791,630.4716,643
NLNetherlands21,847,699.9751,049
NONorway1,164,600.5969,249
PLPoland3,563,026.6927,764
PTPortugal3,373,341.328,933
RORomania1,972,859.7122,348
RURussia230,316.1326,490
SMSan Marino34,311,475.4159,058
RSSerbia1,382,799.3914,493
SISlovenia3,421,200.6132,085
ESSpain3,500,041.5536,416
SESweden1,161,125.4849,836
CHSwitzerland12,456,380.0759,561
UAUkraine609,803.668,305
GBUnited Kingdom11,926,406.9642,481

Sources

"Report for Selected Country Groups and Subjects (PPP Valuation of Country GDP)."  https://www.imf.org/external/pubs/ft/weo/2017/01/weodata/weorept.aspx?pr.x=43&pr.y=19&sy=2017&ey=2017&scsm=1&ssd=1&sort=country&ds=.&br=1&c=512%2C672%2C914%2C946%2C612%2C137%2C614%2C546%2C311%2C962%2C213%2C674%2C911%2C676%2C193%2C548%2C122%2C556%2C912%2C678%2C313%2C181%2C419%2C867%2C513%2C682%2C316%2C684%2C913%2C273%2C124%2C868%2C339%2C921%2C638%2C948%2C514%2C943%2C218%2C686%2C963%2C688%2C616%2C518%2C223%2C728%2C516%2C558%2C918%2C138%2C748%2C196%2C618%2C278%2C624%2C692%2C522%2C694%2C622%2C142%2C156%2C449%2C626%2C564%2C628%2C565%2C228%2C283%2C924%2C853%2C233%2C288%2C632%2C293%2C636%2C566%2C634%2C964%2C238%2C182%2C662%2C359%2C960%2C453%2C423%2C968%2C935%2C922%2C128%2C714%2C611%2C862%2C321%2C135%2C243%2C716%2C248%2C456%2C469%2C722%2C253%2C942%2C642%2C718%2C643%2C724%2C939%2C576%2C644%2C936%2C819%2C961%2C172%2C813%2C132%2C199%2C646%2C733%2C648%2C184%2C915%2C524%2C134%2C361%2C652%2C362%2C174%2C364%2C328%2C732%2C258%2C366%2C656%2C734%2C654%2C144%2C336%2C146%2C263%2C463%2C268%2C528%2C532%2C923%2C944%2C738%2C176%2C578%2C534%2C537%2C536%2C742%2C429%2C866%2C433%2C369%2C178%2C744%2C436%2C186%2C136%2C925%2C343%2C869%2C158%2C746%2C439%2C926%2C916%2C466%2C664%2C112%2C826%2C111%2C542%2C298%2C967%2C927%2C443%2C846%2C917%2C299%2C544%2C582%2C941%2C474%2C446%2C754%2C666%2C698%2C668&s=PPPGDP&grp=0&a=.  International Monetary Fund.

Filed under: Correlations