Is it better to split up dominant networks (like social/communication networks) or keep them whole to maximize network effects? I’ve spent 8 years creating a way to use data to answer this for Rwanda’s mobile network, using 5.3b transaction records (1/15) https://t.co/hKC8Vj2PIE

The punchline: allowing an additional competitor in Rwanda’s mobile phone system earlier could have reduced prices and increased incentives to invest in rural towers, increasing welfare by the equivalent of 1% of GDP. (2/15)
Why study mobile phones in developing countries? Mobile operators are emerging as gatekeepers to information, the internet, and, increasingly, financial transactions. (3/15)
And many of the questions faced by tech antitrust have parallels in telecom: whether to force compatibility, make it easier for users to switch, or split dominant firms. (4/15)
But would encouraging competition improve quality--or reduce it? When a network is split between competitors, each internalizes less network effects. But they may still invest to steal customers. In theory it could go either way. (5/15)
So we should use data to guide our policy. But classical network goods (like communications and social networks) have been difficult to study using data, because users’ decisions are interdependent. (6/15)
I created a way to solve this problem, estimating the utility of adopting a mobile phone from its subsequent usage, using 5.3b anonymous transaction records from nearly the entire Rwandan network. (7/15)
I model the decisions of firms and the network of consumers, as a function of policy. What would have happened had the Rwandan government allowed entry of a new competitor four years earlier? (8/15)
I find that competition can actually increase incentives to invest, when business stealing effects outweigh the lost network effects. In the punchline policy, they do: these uninternalized network effects can be small (7-12%). (9/15)
However, different network competition policies have different effects. (10/15)
As networks are made more compatible (interconnection rates reduced), this allows firms to lower prices. Price competition and lower payments between the networks reduce incentives to invest. (11/15)
If the incumbent, or firms jointly, chose the terms of interconnection, and firms were required to price the same for on- and off-net calls, they would effectively block access and the market would remain essentially the same. (12/15)
But there is a policy that resolves these: I gave away the punchline above! (13/15) https://t.co/5Dv2N2iYgt
What’s neat is that this approach is generic: it can evaluate an entire spectrum of policies, beyond what I consider here: breaking up the incumbent, heterogeneous interconnection rates, directly regulating coverage, and levying taxes. (14/15)
A regulator could use an approach like this to decide how to handle a monopoly network. It uses transaction data from a dominant network + models of firms and consumers, to anticipate how an industry would evolve under different competition policies. (15/15)

More from Economy

True that all the people cherishing the support of IMF or WTO for farm reforms need to cool it down a bit, because that is a model we do not want to emulate to the t in India here.

But here are some issues that deserve to be better discussed by all:


1. People who say we are emulating the Western model of agriculture are way off with this assumption. The process of primitive accumulation, the alienation of their people from their land and the way these 'first-world' countries have pushed their people into Industrial sector +

+ was a merciless phase.
But the same assumption won't work for India, because we have always had a large workforce in agriculture, agri subsidies have always run high, protection has been the hallmark of agriculture and rural representation in the parliament has always been+

+ high. Still, it is our utter failure from the beginning that we have not been able to incentivize the movement of our people to other lucrative sectors.

2. This brings us to the another point of providing MSP on all the commodities and the demand side of the issue that we+

+ conveniently ignore. Here's the thing, Food prices in India have about 65-70% weight in calculating the Consumer Price Index and 25-30% of wholesale price index. These indices affect the general price level in the economy i.e. the inflation. If MSP is offered on all the+
I know I’ve been beating this redlining and wealth gap drum for 20+ years but here is a GREAT cliffs notes version.

But don’t take @ambermruffin’s word for it. You should get references...

A thread


How homes in Black neighborhoods are undervalued by $156

Every major bank in the US has been sued for mortgage discrimination and a study that included every mortgage in America found that Banks charge higher interest rates to nonblack customers



https://t.co/sx9tWWB98s

Baltimore redlined areas in 1935 vs Baltimore Drug arrests in 2016

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