Services value added

Adding it to the gravity model

Krisna Gupta

May 19, 2025

Role of services

  • With the ever decreasing cost of trade, separating a value up to tasks level.

  • Feedback mechanism from the third unbundling may benefits domestic manufacturing.

  • In fact, exporting high-value services directly can be a good strategy for growth.

  • More here

Services in manufacturing

  • Melitz: non-trivial trade cost makes small-margin firms lose.

  • Services can lower this cost: brigde information gap on the market, business customs and regulations in other countries, especially for new firms entering export market

  • In Sweden, firms with higher services embeded in its final products increases its intensity of export

  • In Indonesia, 10 per cent increase in service intensity of a firm increase its productivity by 7 to 8 per cent

Today

  • We are going to do similar gravity regression as I show in Advanced International Economics (Ekinterla, see here)

  • We are going to add two variables: share of foreign services and share of domestic services.

  • The rest, we follow the same structure as my ekinterla course.

  • My talk should be limited in time. Let’s focus on exercises.

Gravity

  • Click here for today’s workshop

  • You will see four files:

    • 2018.csv contains the ICIO file

    • gravity.R is the gravity regression file

    • gravity2018.xlsx is the BACI data i’ve manipulated for the course

    • service.R is the share of services extraction file

ICIO

ICIO is an international input-output table maintained by the OECD. Download here and see here for explanatory notes.

  • The ICIO table shows you how much an industry in a country’s output is used by industries in different countries.

  • By the same token also shows where inputs for an industry in a given country come from.

ICIO Structure

Shares

Discussion

  • Try to replicate my results and let’s discuss.

  • I will standby. Unmute yourself anytime or alternatively use chat.

  • You can share your screen if needed.