A major study was recently found to contain an error that led the study to overestimate the cost-effectiveness of deworming by a factor of 100. (Note that this was NOT the IPA RCT study of deworming in Kenya, which found deworming to be highly cost-effective in part due to large positive spillover effects.)
This is the type of thing that keeps project associates up at night-- when we aren't staying up trying to track the surveys that came in that day, writing .do files to analyze our data, or drafting reports containing our results. The fact that we work long hours, on tight schedules, sometimes while delirious with malaria doesn't help. My most recent report was 120 pages long, and based on what must be tens of thousands of lines of stata code. It's hard to believe there are zero errors in that code.
So how I am going to sleep tonight? I know two sets of eyes have looked over the code used in the analysis. I've looked critically at the findings to see if they make sense, and if they are consistent with the rest of the data. We might not be able to catch everything (were there some observations I should have recoded for that question?) But hopefully we can catch the "factor of 100" errors.
Also, I am really tired.
Accra International Marathon
How to finish a marathon.
Mile -26.2. It’s pitch dark, and I’ve just arrived at the finish line on my moto. The time is a few minutes after 4am. It’s not that unusual for me to be awake at 4am on a Sunday morning. Jokers, which manages to be both shady and upscale, was still packed with SUVs when I passed it on the way to the race course. What’s unusual is for 4am on a Sunday to be “early”.
Mile -15. The shuttle provided from the finish line to the start line is hopelessly lost somewhere in Teshie. Good thing, or else how would we know we were running a marathon in Ghana? If we wanted a reliable transportation to a marathon, we’d be in Boston.
Mile -18. The marathon is scheduled to start in 5 minutes. We are still lost in Teshie.
Mile 0. We arrive at the start line in Prampram almost an hour late. They’ve delayed the start for us. We hop of the shuttle, and we line up almost immediately. There is no time to use the facilities (sparse bushes, in this case.) Luckily, unlike my male counterparts who can easily wee anywhere in Ghana, I know how to hold it—and I will, for 22 miles.
Mile 1. Everything is beautiful. It’s not hot yet, we run past a group of drummers playing for us, I’ve got my running mix on my mp3 player, and I am feeling strong.
Mile 4. “California Love” feels less appropriate running through the morning sunlight in the bush around Prampram than it does running through Jamestown after dark.
Mile 5. Because the Accra International Marathon is small, each runner gets a lot of personal attention. Trucks pass up and down the race course, handing us water out the window and making sure we are okay. I notice that one of the escort trucks is provided by an insurance company. I chuckle.
Mile 6. Why are they giving us so much water?
Mile 7. What, water again? Oh, no—the truck driving beside me actually doesn’t want to give me water this time. They’ve noticed I am carrying medical tape, and a runner behind me has developed some bad blisters. I turn around, find the runner, and help him tape up his feet, and we both continue the race.
Mile 9. One-third done! Woot! But I’m not feeling so strong anymore.
Mile 10. Traffic police are stopping traffic to let each runner go through the roundabouts in Tema. The police wave and yell encouragement. I wonder if the economic gain from the race outweighs the cost of the traffic disruption.
Mile 13.1. Halfway there! Wait, somehow that doesn’t seem so encouraging…
Mile 13.2. It’s my turn to strip off my socks and tape up some aspiring blisters. I still need to pee.
Mile 15. Where the f*** are all the banana ladies? I’m hungry, as I have eschewed the abomination that is energy gels.
Mile 16. I have 10 miles to go, and I feel completely out of juice, but there is no way I’m not finishing. I pull back. My strategy at this point is to concentrate on making it through to mile 20, and then hope for an adrenaline rush to get me through the last 6 miles.
Mile 17. I’m running right along a gorgeous beach, with a view down the coastline. Wait, I have to run that far. I consider jumping in the ocean and swimming to the finish line. I bet it would be less painful. Even though the current is going the other way.
Mile 18. The route veers away from the coast. The breeze is less, and it’s hot as hell. Why aren’t they giving us more water? Can I buy insurance if the sponsor car comes by? Talk about adverse selection…
Mile 18.5. A man pulls up beside me in a car and tells me he wants to meet me. I don’t reply. It seems more polite than the only other imaginable response at this point.
Mile 19. I seem to have alien foot syndrome. Spasms in my lower leg muscles are causing my feet to twitch involuntarily, making it hard to keep proper foot alignment as I run.
Mile 19.5. Finally, a banana lady! She seems confused about my desire to pay 1 GHC for 1 banana, and take off with it without a bag or my change, but things work out.
Mile 20. Time to give a wake-up call to my nutrition and transportation sponsors, Kris and Par. The prospect of calling my friends while running has been a source of motivation for the last several miles. I call Kris, and he and Par are already at the finish line, along with my boss Jessica, who is also out to support me. I hope they brought plenty of beers, because it will be another hour before I get there.
Mile 21. What was I thinking? Too late to stop now though.
Mile 22. If you are going to run 22 miles to pee, you might as well do it in style. I stop at the Ramada to use the washroom. I take two sachets of water from the station here, drinking one and packing the other in the bottle at my waist.
Mile 22-26. There are no more water stations for the rest of the race, and the heat is stifling at this point, even with a breeze. I’m glad I packed my water bottle; it lasts me till about mile 24. We are now on my home turf—I run through Teshie often. The familiar terrain tricks my body into a more familiar pace, and I pick up speed a little.
Mile 26.2. I manage to finish, if not strong, at least without looking like I had to drag myself over the finish line. Jessica, Par, and Kris are there cheering for me. They help me find water, turn in my place tag, and generally not fall over. I finished 9th among women, which probably isn’t saying much in such a small race, but I’ll take it. They had out bags of jollof rice, which somehow seems right. I celebrate finishing in the proper fashion, with a bottle of Johnnie Walker, much to the delight of the Rasta musicians providing the post-race entertainment.
After. Par, my transportation sponsor, road my moto home for me. Kris, my nutrition sponsor—he provided every calorie used during the race with the exception of the afore-mentioned banana—loaded me into his car and drove me home. Jessica, Par and Kris all took photos for me. A day after the race, I am pretty stiff. I am not driving my moto because my calf muscle is too sore to shift reliably. My tape did well with friction issues, but I have a few blisters, including one wrapping around my smallest toe, making that toe about double in size. I’m hungry all the time. All in all, I actually think I got off pretty lightly, given that I was certainly underprepared, and the conditions were tough. I estimate that I drank 5-6 liters of water during the race (That’s twice the recommended amount for avoiding hyponatremia. I don’t think the people who made that recommendation have ever run a marathon in Africa.) The satisfaction of finishing a marathon was definitely worth it, and I think I’d like to give it another go. Big 5 marathon, here I come?
PS. If you’ve read this far, you deserve to know that the bottle of Johnnie Walker was filled with apple juice. A message to other JW fans in West Africa: break your bottles when you are done with them. You never know what they can be refilled (and sold) with!
This is your new blog post. Click here and start typing, or drag in elements from the top bar.
The pangolin, one of my favorite animals, recently made the news. This unusual looking anteater is being hunted to extinction due to demand for its meat and scales, which are believed to, among other things, enhance sexual prowess in traditional Asian medicine.
Enforcement efforts have not been able to put a stop to the trade. Although trade in these products must continue to be illegal, and these laws must be enforced, they will not be sufficient to stem this problem. Here’s why:
· Lesson from the drug war: fighting supply doesn’t work with products that have inelastic demand. When demand is not very price sensitive, limiting supply just causes the price of the product to rise, giving more incentive for people to keep supplying. Endangered species products for use in medicine likely fall into this category, as likely perceive these medical cures as a need. According to the article, an entire dead pangolin used to be valued at $5; today the scales alone go for $250. Powdered rhino horn can be more valuable by weight than gold or cocaine. That’s a pretty big incentive to break the law.
· Economic conditions will continue to enable higher prices and more demand. Rising incomes in China and South East Asia, the source of much of the demand for endangered species products, will further accommodate higher prices for these products.
· Creating efficient disincentives in the source countries is difficult. When deciding whether to break a law, economic actors compare the benefit of the crime with the penalty, weighted by the likelihood they will get caught. In poor countries, the resources available for enforcement are limited, so likelihood of getting caught can be low. Higher prices, driven by the previous two factors, can entice more sophisticated suppliers to enter the market, who are better at evading enforcement efforts. In cases where suppliers are poor, penalties such as fines may be ineffective, because the supplier has little to lose.
· Endangered species parts might be non-normal goods—meaning that higher prices actually raise demand. In the case of medicines, a higher priced medicine might create a larger placebo effect, for the same reason people who know the price of an expensive wine tend to rate its taste more highly. In the case of luxury goods, the scarcity of the product, and fact that it is illicit, might actually increase the prestige associated with owning it.
These factors imply that to put a real stop to endangered species products trade, we must address the demand side. There are a couple potential approaches:
1. Try to shift the demand curve left. This involves decreasing the number of people demanding the product, or decreasing the amount of product that each person demands. In order to do this, you have to convince people that they don’t need these products, or that they are inferior to other options. Intense education, shame campaigns, and social pressure to embrace modern medicines might be approaches to achieving this.
2. Make demand more elastic by increasing substitutes. If you cannot convince people they don’t need these products, you might still be able to make demand more price sensitive if you can convince them that other substitutes can suffice. Endangered species parts might be replaced with parts from more common animals in traditional medicine recipes. This might be achieved by working with practitioners of traditional medicine to promote recipes that don’t include endangered species parts. This strategy, however, runs the risk of transferring the over-demand to other species.
Any strategy aimed at demand is incredibly daunting, as it involves changing long-held cultural beliefs and behaviors, practiced even among the highly educated. And some traditional medicines work: ma huang, traditionally used to treat colds, contains pseudoephedrine, the active ingredient in many over-the-counter cold medicines, and Artemisia, another traditional medicine, is now a standard component in most malaria treatments. It is not easy to convince people that while their age-old belief that Artemisia cures malaria is true, their age-old belief that anything remotely phallic increases sexual prowess isn’t. Though if you think a pangolin looks phallic, you are probably long overdue for an STD screening.
Boozed Cop Statistics
The Ghanaian press recently published a story claiming that 90% of police officers in Ghana are alcoholics. Despite the hyperbolic headline, the actual statistic in the text is a bit more ambiguous-- it says that 90% of police have medical conditions such as hypertension and cardiovascular or heart disease that can be linked to alcoholism.
The best part of the story? The police service try to reassure the public that police officers are tested before being sent to other countries for peacekeeping. I take this to mean that if they send 10% of police abroad, then we must have 100% boozed cops here in Ghana.
Fruits vs. Traffic
The Ghana Driver's Manual gives the following advice:
Beware of pedestrians. Take extra precaution when approaching fruit trees. Children are more interested in fruits than in traffic.
I will say, when traffic consists of a white girl on a moto, this is patently false.
I have worked in economic policy and research in Washington, D.C. and Ghana. My husband and I recently moved to Guyana, where I am working for the Ministry of Finance. I like riding motorcycle, outdoor sports, foreign currencies, capybaras, and having opinions.