Posts Tagged 'statistics'

Oil wealth and regime characteristics

By: Ingrid Krüger

How are regime characteristics affected by oil wealth? The State Fragility Index[1] (SFI) indicates that Norway is more “fragile” than, say, Sweden because of the Norwegian state’s oil wealth. The SFI measures state fragility in terms of the state’s effectiveness and legitimacy with respect to security, governance, economic development, and social development. The SFI “punishes” states that are more dependent on exports of primary goods (as opposed to manufactured goods) with a weaker economic legitimacy score and therefore with a higher state fragility score than other states, all else equal. In fact, based on SFI’s ranking, the economic legitimacy of the Norwegian state is lower than that of Zimbabwe.

The authors[2] behind the SFI point out that the petroleum producers in Africa and the Muslim regions of the world have highly autocratic regimes. Based on this statement, the motivation for “punishing” countries for their natural resource abundance appears to be the positive correlation between authoritarianism and oil wealth in the international data. However, the oil rich states’ natural resources indirectly ensure them high ratings of legitimacy and efficiency in other dimension, which measure e.g. GDP per capita, human development, and infant mortality. The oil rich Gulf States are, isolated speaking, directly “punished” – increasing the indexed fragility – for their natural resource dependence, but they are at the same time so developed economically that they in sum are deemed more efficient and legitimate than many other authoritarian states in the world.

The researcher is left with the task to explain why the Norwegian government, despite its oil wealth, is not in reality suffering from a lack of economic legitimacy, or why the regime in the Emirates, despite the high income levels and the high living standard of the UAE’s citizens, in fact suffer from illegitimacy in many respects. Theorizing the answers to these questions will help us to better understand when oil wealth matters (and when it does not matter) for the political development of states.



[1] For data and more information on the SFI, see

[2] Marshall, Monty G. and George Mason. 2007 (p.13). “Global Report on Conflict, Governance and State Fragility 2007”,

Comparing what?

By: Marie Naalsund Ingvaldsen

In my last blog post I had collected the female labor force participation rate for several countries in the Gulf region and presented them in a diagram. In this blog post I would like to dwell a little with these figures.

Any introductory textbook to either statistics or econometrics can tell you that when comparing data you have to compare the same thing. Any introductory textbook to development economics can inform you that this is far more difficult in real life than in theory. Especially when considering data across countries or over time, which is often the kind of data we consider. Any student in economics can tell you that we do it anyway. (It should be noted that one can come around several of the potential problems through different econometrical procedures, but that is not the story of this post.)

The Female Labor Force Participation Rate is defined as female share of total labor force and this might intuitively seem quite straight forward. The fact that the figures are collected from the same international sources indicates that they are collected in a way that is comparable across countries. However, when producing this statistics, international organizations usually have to rely on information from national agencies. Although effort has been made to coordinate the data collection, there are always possible that countries are not measuring exactly the same variable in exactly the same way.

A problem of particular interest when studying labor force statistics in the Gulf Region is how to deal with the migrant workers. In Saudi Arabia, foreigners account for more than half of the total labor force. One could decide not to care. A woman is a woman and as long as she lives in Saudi Arabia her participation in the labor market is equally important whether or not she has a Saudi citizenship. However, migrant workers in the Gulf region are not a well-integrated part of the society. They do not have the same rights and privileges and are normally not moving to a Gulf country to settle down with their family and build their life in this new society. Rather they work there in order to send money home and help providing for their families in their country of origin. If one wants to study how culture and religion affects women’s labor supply decision in for instance Saudi Arabia, it might be that foreign women are not bound to the same unwritten norms and barriers and therefore have a more easy access, or at least that their decisions are made based on other criteria than those faced by Saudi women.

Another problem is work performed in the informal sector. Labor force participation rate is normally calculated as share of economically active population which again is defined as a person that provides labor in exchange for cash or non-cash income. To what extent this includes the informal sector is unclear. An example is Iran: In the statistics I presented last time, Iran was represented with a female labor force participation rate of almost 30 percent. However, in an article I recently came across by Valentine Moghadam, a professor in Sociology with special interest in female labor in the Middle East, it appears that in Iran’s last census, women constitutes only 15 % of the formal sector. The problem is not that the figure from the World Bank obviously includes (at least part of) the informal sector, but that it is hard to tell to which extent this is the case for the rest of the countries.