Home / Chroniques / War in Ukraine: how to forecast the impact on the world economy?
π Economics π Geopolitics

War in Ukraine: how to forecast the impact on the world economy?

SAMPOGNARO_Raul
Raul Sampognaro
economist in the analysis and forecasting department of the OFCE
Key takeaways
  • Germany is the country most affected by the Russian invasion, with a loss of 1.1 points of GDP, compared to a loss of 0.4 points for France.
  • World trade fell by 0.7 points in volume, and world industrial production by 0.6 points.
  • The evolution of oil, gas and electricity prices would have cut French growth by 1.4 points, but the shock was compensated by fiscal policy.
  • By mobilising resources to alleviate the energy crisis, we end up with fewer resources to ensure the environmental transition.
  • Rising tensions between the US and China may be a new source of uncertainty, which could have a major impact on global economic activity.

On 24th Feb­ru­ary 2022, Rus­sia invaded Ukraine. Bey­ond the dir­ect effects on the coun­tries involved in the con­flict, there were numer­ous eco­nom­ic impacts on oth­er states. Raul Sam­pognaro, an eco­nom­ist at OFCE (Obser­vatoire français des con­jonc­tures économiques), has worked on the impact of the war in Ukraine on the eco­nom­ic activ­ity of six coun­tries: France, the United States, the United King­dom, Ger­many, Italy, and Spain. To do this, the research­er used an indic­at­or that cal­cu­lates the level of geo­pol­it­ic­al risk.

What is the starting point for your study?

At the OFCE, we make two fore­casts a year on the state of the world and French eco­nom­ies. At the begin­ning of 2022, the war in Ukraine was one of the major shocks for the world eco­nomy. We had to try to quanti­fy the impact of this shock on the tra­ject­ory of the French eco­nomy. In a totally unre­lated way, at the begin­ning of the year, two Itali­an research­ers, Dario Cal­dara, and Mat­teo Lacov­i­ello, pub­lished a quant­it­at­ive indic­at­or of geo­pol­it­ic­al risk that uses very old and very extens­ive data­bases based on press art­icles, mainly from the Eng­lish-speak­ing press, talk­ing about geo­pol­it­ic­al risks and ten­sions. With new tech­niques in Big Data, they select a dic­tion­ary of words related to geo­pol­it­ics and count the num­ber of art­icles talk­ing about these sub­jects. The pro­por­tion of art­icles talk­ing about geo­pol­it­ics is their meas­ure of geo­pol­it­ic­al risk. Fur­ther­more, both research­ers man­age to cre­ate coun­try risk indices. I have there­fore repro­duced their meth­od­o­logy for the six coun­tries that the OFCE fol­lows, includ­ing France.

Is Dario Caldara and Matteo Lacoviello’s geopolitical risk indicator effective?

If we look at the geo­pol­it­ic­al risk index on a glob­al level, the last four sig­ni­fic­ant peaks were the Gulf War in the 1990s, Septem­ber 11th 2001, the war in Iraq, and the out­break of the Ukraine war a year ago. These are the massive geo­pol­it­ic­al shocks that have been iden­ti­fied by this index since 1985. For the French geo­pol­it­ic­al risk index, in the first quarter of 2022 there is an increase of almost 4 stand­ard devi­ations – a very big change. For Ger­many, the shock is equi­val­ent to 6 stand­ard devi­ations, which is explained by the fact that the coun­try is very depend­ent on Rus­si­an fossil fuels. After European coun­tries, there are also China and the United States. This meth­od­o­logy clearly shows the effects and depend­en­cies of the dif­fer­ent coun­tries in response to this glob­al shock.

How did you adapt this indicator to calculate the impact of the war in Ukraine?

I tried to find the cor­rel­a­tions of these sud­den and unfore­see­able evol­u­tions on macro-eco­nom­ic vari­ables. For France, I made a mod­el where this index is cor­rel­ated with five vari­ables: busi­ness invest­ment, GDP, prices, and interest rates. I also added effects on the stock mar­ket: the CAC 40.

What are your results?

In France, the shock is 0.4 points of GDP com­pared to 1.1 points in Ger­many. Italy, the United King­dom, and the United States are next with 0.3 points less. Finally, Spain saw a 0.2 point drop. We have also car­ried out ana­lyses on the world eco­nomy: in terms of volume, world trade – exclud­ing price and com­mod­ity effects exclud­ing gas – would have fallen by 0.7 points. World indus­tri­al pro­duc­tion would have fallen by 0.6 points, which is con­sist­ent with the mag­nitude of the shock in the advanced countries.

In this study, you are specifically interested in the impact of geopolitical risk, leaving aside the effect of the energy crisis…

We have assessed the mar­ket relat­ing spe­cific­ally to clean energy using oth­er tools. Accord­ing to the mod­el we use, a geo­pol­it­ic­al risk shock will reduce invest­ment, which decreases GDP. It is there­fore an effect purely linked to uncer­tainty: play­ers delay or stop cer­tain pro­jects, par­tic­u­larly in the long term – some­thing we quanti­fy as being 0.5 points.

What are the effects of this energy crisis on GDP, according to your forecasts?

The first major shock in 2022 will be the rise in the price of raw mater­i­als and energy. The evol­u­tion of the price of oil, gas and elec­tri­city would have reduced French growth by 1.4 points, but this shock has been partly com­pensated by fisc­al policy, with many meas­ures to mit­ig­ate the con­sequences of this crisis. We have eval­u­ated the sup­port to French activ­ity of these meas­ures at 0.8. The energy crisis there­fore adds 0.6 points of GDP loss in 2022.

The energy crisis adds 0.6 points of GDP loss in France in 2022.

Bey­ond GDP, the evol­u­tion of the price of oil and gas is a deteri­or­a­tion of the terms of trade for France. Con­sum­ing so many impor­ted products shows that we need to pro­duce more. INSEE shows that the loss of nation­al income, the nation’s pur­chas­ing power, has nev­er been so degraded since the first oil shock in the 1970s. There is an effect of geo­pol­it­ic­al ten­sions, but we must not for­get that the primary shock comes from energy.

More generally, what lessons can be drawn from 2022?

There is a pos­it­ive side: we have been able to adapt to the energy shock. On the neg­at­ive side, inter­na­tion­al rela­tions are not going to nor­m­al­ise. We are com­ing out of this sequence with a much lar­ger pub­lic debt, we have mobil­ised a lot of resources to com­pensate for the energy shock. And impli­citly, it is these mobil­ised resources that would have been use­ful to facil­it­ate the envir­on­ment­al trans­ition and to sub­sid­ise the con­sump­tion of fossil fuels. This is the oth­er neg­at­ive leg­acy of the sequence: we are leav­ing with few­er resources for the envir­on­ment­al transition.

With the war in Ukraine continuing, is the geopolitical risk still as great?

When the new state of the world becomes a cer­tainty, the “uncer­tainty” argu­ment dis­ap­pears. Spon­tan­eously, some inter­na­tion­al trade flows will renor­m­al­ise, oth­ers will remain per­man­ently hal­ted. The 0.5 points of GDP will not be 100% lost, but not 100% recovered either. Fur­ther­more, we are see­ing ten­sions rise between the United States and China, which may have a dif­fer­ent quant­it­at­ive impact on the scale of world pro­duc­tion, which was very much ori­ented towards Asia. There may be a much more massive recon­fig­ur­a­tion if these ten­sions per­sist. That’s anoth­er uncer­tainty that could impact the decisions of mul­tina­tion­al com­pan­ies in a fairly long-last­ing way.

Sirine Azouaoui 

Support accurate information rooted in the scientific method.

Donate