Ifo advises Linde AG on economic matters. In particular, Ifo provides medium-term forecasts on macroeconomic aggregates such as GDP, inflation, industrial production, population and gas prices, on a semi-annual basis based on a country panel. The countries included in the panel are specified jointly by Linde AG and Ifo.