Three Known Unknowns Ahead of Kenya’s Presidential Election Tomorrow

Here are three factors that could potential lead to a surprise outcome in Kenya’s presidential election tomorrow.

1. Turnout: To be honest, we don’t really know what to expect with regard to turnout figures tomorrow. As Charles Hornsby notes here:

For some time I have been wrestling with an ethical problem. Reviewing the 2013 turnouts, in comparison with that from previous national elections since 2002, it became clear with the benefit of hindsight that turnouts were implausibly high not just in Luo Nyanza and Central Province, but in many other places…….. The size and scale gap between 2013 and every other election for the past 15 years is hard to explain.

In other words, there is good reason to believe that the 2013 turnout figures were artificially high.

The use of technology and a raft of reforms, including the planned announcement of results at the constituency-level, are supposed to minimize opportunities for political parties to gin up turnout in friendly areas this time round. If these safeguards work, we will all be flying blind with regard to our turnout-based predictions of the final outcome in the presidential election. All I can say for now is that Kenyatta has a structural advantage over Odinga on likely turnout, but that if Odinga matches Kenyatta on turnout (especially in Coast and Western regions) he will most likely become Kenya’s fifth president.

2. Technology: The Kenyan public’s perception of the integrity of the polls will crucially hinge on how well the IEBC’s Kenya Integrated Electoral Management System (KIEMS) is judged to work. Kenya is holding one of the most expensive elections in the world (judged by cost per vote). And the use of expensive technology has been touted as a way of minimizing human discretion and, therefore, opportunities for vote rigging. But technology only works as well as humans allow it to. And sometimes stuff hits the fan. In addition, the IEBC only partially tested its results transmission system. Which means that there will most likely be hiccups in the data transmission process from the country’s 40,883 polling stations. Widespread technological failures will tarnish the integrity of the outcome, and could be a catalyst for political instability. 

3. The accuracy of opinion polls: Throughout this cycle, all polls except one have shown Kenyatta to be ahead of Odinga. In the recent past the polls have certainly tightened, with Kenyatta leading Odinga by 3 percentage points or less. But what if the polls are wrong? In 2013 they underestimated Kenyatta’s support by about 2 percentage points, on average. The same inherent bias may be at play this year, or it could be reversed. One important factor to look out for will be the effect of local gubernatorial races on the presidential race. For instance, the outcomes of local contests in counties like Machakos, Bomet, Narok, Meru, and Bungoma will likely have non-trivial effects on the presidential race in the same counties. Yet throughout this cycle there has been very little effort to calibrate the national polls using information from the state of county contests. And so while I believe that existing opinion polls give a fairly accurate depiction of the state of the race, only the final vote counts will tell.

 

 

 

 

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Was the IEBC’s distribution of BVR kits for mass voter registration fair?

In 2013 a number of pundits declared that the Kenyan election was effectively decided on the day the IEBC ended its mass voter registration exercise (It was not, turnout won the election for Kenyatta). As a result, Kenyatta’s campaign team came up with the narrative that victory was inevitable on account of the “tyranny of numbers”. This year Odinga’s campaign has adopted a similar tactic with its claim of heading of movement of “ten million” voters. The total number of registered voters in Kenya is just over 19m.

The idea that the elections can be won at the close of registration brings to mind the neutrality of the IEBC when deciding how to allocate finite resources for mass voter registration. To assess this I looked at the distribution of biometric voter registration (BVR) kits relative to a number of factors, including Kenyatta’s vote share in 2013, county area, county population, population per electoral units (wards and constituencies), and the number of electoral units.

Here are the summaries:

1.  Being an incumbent, it is conceivable that Kenyatta would have wanted to influence the allocation of BVR kits. But there is no obvious relationship between Kenyatta’s county-level vote share in 2013 and the distribution of BVR kits ahead of the 2017 election. The pro-Kenyatta counties of Nakuru, Kiambu and Meru that received a lot of kits also have large populations. If anything, it appears that pro-Odinga counties got more kits, perhaps a reflection of the fact they had relatively more unregistered potential voters after 2013.countykits2. The number electoral units (wards or constituencies) had no influence on the rate of voter registration in the 47 counties. In other words, it is not the case that counties which had a lot more electoral units (and therefore potential candidates) experienced greater rates of voter mobilization for registration.

elecunits3. However, the population per electoral unit (wards and constituencies) was negatively correlated with the registration rate. In other words, more populous wards and constituencies experienced lower registration rates relative to their less populous counterparts. This makes sense, to the extent that the IEBC was targeting a specific number of BVR kits per electoral unit per county.populations4. Bigger counties with relatively smaller populations benefited from the fact that land area was a consideration in IEBC’s allocation of BVR kits.
kits

Kajiado and Vihiga counties beg explanation.

Kajiado registered more than 100% of its projected adult population (based on the 2009 census). This may be a case of massive in-migration after the 2009 census or the deliberate importation of voters for the specific purpose of influencing the outcome of intra-county elections.

Vihiga, on the other hand, stands out for its poor registration rate. It is noteworthy that Vihiga is home to Musalia Mudavadi who came third in 2013 and is now part of the NASA coalition led by Raila Odinga. Given that the mass registration exercise ended well before it was clear that Mudavadi was not running for president, the low registration rates in Vihiga raise questions about his ability to turnout the vote come August 8th.

Finally, while it is hard to discern what happened within counties — the effort of IEBC agents is unobservable — it is fair to say that political considerations do not appear to have influenced the number of BVR kits deployed to the counties for the mass voter registration exercise.

Uhuru Kenyatta ahead of Raila Odinga in the first post-nomination poll

Ipsos just released a poll in which President Uhuru Kenyatta leads Hon. Raila Odinga 48-42% among a representative sample of voting age adults. While this is not a particularly good showing for an incumbent with a few achievements to tout, the poll confirms Kenyatta’s frontrunner status. Furthermore, a 6 percentage point lead combined with his structural advantage in the turnout game mean that if the polls do not narrow any further Kenyatta will likely win in the first round come August 8th. In 2013 most public polls consistently over-estimated Odinga’s support by about 2 percentage points by not accounting for turnout patterns.

A few things other things are worth noting from the Ipsos poll:

  1. Polls have tightened over the last few months. As Odinga consolidates the opposition, his poll numbers have converged on Kenyatta’s. This is a trend worth watching over the next few weeks.
  2. The number of undecideds, especially in Coast, Eastern and Western regions, is rather high. This should worry Odinga. Again, Kenyatta has a structural advantage in the turnout game, which means that if Odinga is to have a fighting chance he must ensure that his strongholds register both high turnout rates and give him an even bigger share of their votes than in 2013. That they remain undecided does not bode well for Odinga’s chances. In the table below, Kenyatta’s poll numbers are close to his numbers both in final poll of 2013 and the official election results. Undecideds appear to be voters who sided with Odinga in 2013.Screen Shot 2017-05-31 at 9.30.40 PM.png
  3. This poll may be over-estimating Kenyatta’s support in Western region. In 2013 Kenyatta under-performed his poll numbers in Western region by a whole 29 percentage points. And so while his 23% rating in Western region may be a sign that Deputy President William Ruto’s investments are bearing fruit, I would not take these numbers to the bank just yet.
  4. Odinga has made significant gains in the Rift Valley region since 2013. One way for Odinga to force a runoff (or eke out a squeaker of a first round win) would be to peel off enough voters in from the North Rift. He appears to be doing that. His poll numbers in the region in 2013 were spot on, making his 32% rating in the region believable for now. Recent developments also suggest that he is gaining ground in Narok, Bomet, and parts of Kajiado. That should be a source of concern for the Kenyatta team.
  5. It is still a turnout game, and Odinga is trailing. The bulk of undecideds — in Coast, Eastern, and Western regions — appear to be likely Odinga supporters. While this may mean that they are likely to break for Odinga in August, it could also mean that they will remain undecided and stay home on election day. Hassan Joho, Kalonzo Musyoka/Charity Ngilu, and Musalia Mudavadi/Moses Wetangula have their work cut out for them.

While a lot may happen between now and August 8th, it is fair to say that Kenyatta is in a strong position. Odinga has several paths to victory, but success along any of those parts is dependent on the NASA coalition running a near-perfect campaign focused on both increasing turnout and running up the score in their strongholds. To this end the lack of enthusiasm in Coast, (lower) Eastern, and Western regions is definitely not a good sign.

The one thing that should worry Kenyatta is Odinga’s apparent gains in the Rift Valley region. If Odinga gains traction in Bomet, it is conceivable that he would also be able to peel off votes in Kericho. It is not that long ago that both Deputy President William Ruto had to camp in Kericho to avoid an embarrassing loss in a by-election. His preferred candidate ended up winning with 66% of the vote. In Bomet, incumbent Governor Isaac Ruto is backing Odinga. And while he will face a tough time swaying voters to Odinga’s camp, it is not far-fetched to imagine that he could bag around 40%. If the same happens in Kericho then two of the Rift Valley’s most important vote baskets will become swing. And Kenyatta would be in serious trouble.

Note: Nearly all the polls this cycle will not take into account any “likely voter models.” I will do my best to guestimate turnout rates based on passed voting patterns and other variables. 2026 out of 5484 contacted agreed to participated in this Ipsos poll.

By the Numbers: A Look at the 2017 Presidential Election in Kenya

Kenya will hold a General Election on August 8th of this year. The national-level elections will include races for president, members of the National Assembly, and the Senate. County-level races will include those for governor (47) and members of County Assemblies (in 1450 wards).

This post kicks off the election season with a look at the presidential election. I also plan to blog about the more exciting gubernatorial races in the coming weeks.

Like in 2013, the contest will be a two-horse race between President Uhuru Kenyatta (with William Ruto as his running mate) and Hon. Raila Odinga (with Kalonzo Musyoka). The convergence on a de facto bipolar political system is a product of Kenya’s electoral law. The Constitution requires the winning presidential candidate to garner more than half of the votes cast and at least 25 percent of the votes in at least 24 counties. In 2013 Kenyatta edged out Odinga in a squeaker that was decided at the Supreme Court. Depending on how you look at it, Kenyatta crossed the constitutional threshold of 50 precent plus one required to avoid a runoff by a mere 8,632 votes (if you include spoilt ballots) or 63, 115 (if you only include valid votes cast). In affirming Kenyatta’s victory, the Supreme Court ruled in favor of the latter approach.

But despite the court’s ruling, a significant section of Kenyans still believe that Kenyatta rigged his way into office, and that Odinga should have won.

My own analysis suggests that it was a little bit more complicated. I am fairly confident that Kenyatta beat Odinga in the March 2013 election. But I do not think that he crossed the 50 percent plus one threshold required to avoid a runoff. At the same time, I am also confident that Kenyatta would have won a runoff against Odinga. All to say that I think the results in 2013 reflected the will of the people bothered to vote.

This year will be equally close, if not closer.

This is for the following reasons:

  1. Odinga has a bigger coalition: The third candidate in 2013, Musalia Mudavadi, is joining forces with Odinga this time round – as part of the National Super Alliance (NASA). Mudavadi managed to get just under 4% last time and will provide a much-needed boost to Odinga’s chances in Western Kenya and parts of the Rift Valley.
  2. Kenyatta has had a mixed record in office: The Kenyan economy has grown at more than 5% over the last four years. The same period saw massive investments in infrastructure — including a doubling of the share of the population connected to the grid and a brand new $4b railway line connecting Nairobi to the coast. However, these impressive achievements have been offset by incredible levels of corruption in government – with senior government officials caught literally carrying cash in sacks. Kenyatta is also stumbling towards August 8th plagued with bad headlines of layoffs and the ever-rising cost of living. Barely two months to the election, the country is in the middle of a food crisis occasioned by a failure to plan and a botched response that appears to have been designed to channel funds to cronies of well-connected officials.
  3. The Rift Valley: In 2013 much of the Rift Valley was a lock for Kenyatta (it is William Ruto’s political back yard). This time will be different. Parts of Ruto’s coalition in the Rift, particularly in Kericho and Bomet counties, may swing towards Odinga this year. All Odinga needs is about a third of the votes in these counties. I expect both campaigns to spend a lot of time trying to sway the small pockets of persuadable voters in these two counties.
  4. The Kenyatta Succession in 2022: In 2013 Kenyatta was elected as the head of an alliance, not a party. In 2017 he is running atop a party, the Jubilee Party (JP). It is common knowledge that JP is William Ruto’s project. Because he plans to succeed Kenyatta in 2022, he desperately needs credible commitment from Kenyatta and his allies that they will support his bid when the time comes. JP is an installment towards this goal, and is designed to allow Ruto to whip party members in line during Kenyatta’s second term (on a side note, Ruto needs to read up on the history of political parties in Kenya). But by forcing everyone into one boat, JP may actually end up suppressing turnout in key regions of the country, the last thing that Kenyatta needs in a close election.
  5. The ICC factor (or lack thereof): Because of their respective cases at the ICC, 2013 was a do or die for Kenyatta and Ruto (and their most fervent supporters). This time is different. Both politicians are no longer on trial at the ICC, and so cannot use their cases to rally voters. The lack of such a strong focal rallying point will be a test for Kenyatta’s turnout efforts.

Nearly all of the above factors sound like they favor Odinga. Yet Kenyatta is still the runaway favorite in this year’s election. And the reason for that is turnout.

As I show in the figure below, the turnout rates were uniformly high (above 80%) in nearly all of the 135/290 constituencies that Kenyatta won in 2013. Pro-Odinga constituencies had more spread, with the end result being that the candidate left a lot more votes on the table.

The same dynamics obtained at the county level (see above). In 2013 Odinga beat Kenyatta in 27 of the 47 counties. The counties that Odinga won had a total of 8,373,840 voters, compared to 5,977,056 in the 20 counties won by Kenyatta. The difference was turnout. The counties won by Odinga averaged a turnout rate of 83.3%. The comparable figure for counties won by Kenyatta was 89.7%. At the same time, where Kenyatta won, he won big — averaging 86% of the vote share. Odinga’s average vote share in the 27 counties was a mere 70%.

The same patterns may hold in 2017. The counties won by Odinga currently have 10,547,913 registered voters, compared to 7,556,609 in counties where Kenyatta prevailed. This means that Odinga still has a chance, but in order to win he will have to run up the numbers in his strongholds, while at the same time getting more of his voters to the polls. Given the 2017 registration numbers, and if the turnout and vote share patterns witnessed in 2013 were to hold this year, then Kenyatta would still win with 8,000,936 votes (51.5%) against Odinga’s 7,392,439 votes (47.6%).

The slim hypothetical margin should worry Kenyatta and his campaign team. For instance, with an 89% turnout rate and an average of 85% vote share in the 27 counties Odinga won, and holding Kenyatta’s performance constant, the NASA coalition could best Jubilee this August by garnering 8,921,050 votes (55.4%) vs 7,191,975 (44.6%).

Kenyatta is the favorite to win this August on account of incumbency and Jubilee’s turnout advantage. But it is also the case that the election will be close, and that even a small slip up — such as a 3 point swing away from Jubilee between now and August 8th — could result in an Odinga victory.

Fraud and vote patterns in Kenya’s 2013 election

Update: The video link now works. Many thanks to SAIS for fixing it and letting me know.

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The video below has been making the rounds in the Kenyan online community. The Daily Nation even reported on the claims by UCSD Professor Clark Gibson and James Long, Asst. Prof. and University of Washington, that President Uhuru Kenyatta may not have crossed the 50% threshold in the March 4th election. The duo conducted an exit poll (N = 6000) on election day that showed both candidates in a statistical tie at 40.9% for Odinga and 40.6% for Kenyatta. In the presentation Clark and James make the case that exit polling is superior to PVT because it is immune to things like ballot stuffing and tallying fraud. NDI sponsored ELOG conducted a PVT that confirmed the results announced by the Kenyan EMB, the IEBC.

[youtube.com/watch?v=68a3cUrq1gI&feature=youtu.be]

I do not really know what to make of this poll finding by James and Clark at the moment. I am waiting for the actual MP and Governor elections results to be published by the IEBC so I can try and see if the results in these local races were in line with the presidential results.

Sloppy Reporting on the Kenyan Elections

Dear readers, it has been a while since I did a rant and rave post. Here is one to end the long drought. Today we look at a couple of pieces done by Al-Jazeera and the New Yorker.

First The New Yorker.

I love the New Yorker. Everyone does. Unless you are weird. Or do not like their politics.

But the New Yorker should get a better writer than James Verini on the upcoming Kenyan elections. Reporting on the first presidential debate, Verini made several unforgivable errors. I mean, I know it is hard to find information on countries that you may or may not have visited, or have only visited for a few days.

But Kenya is one of the most studied countries on the Continent. You can wikipedia or google your way to a decent article that passes a laugh test. Sadly, Verini’s does not. Here are the necessary corrections to his (original) piece (and certainly not the only ones):

  • First of all, there were two moderators, not one. Unless Verini only caught the first half of the debate. I will admit that the second half could have been better. But it wasn’t bad enough to forget that there were two moderators. Julie Gichuru moderated the second half.
  • Kenya’s first President Jomo Kenyatta was not a “Mau Mau rebel.” Also, the Mau Mau are popularly known in Kenya as freedom fighters. Dedan Kimathi, a leading light in the independence movement and Mau Mau leader, has a statue in his honor on Kimathi street in downtown Nairobi.
  • Kenya’s Prime Minister Raila Odinga is not “a human rights lawyer.” He is “an engineer by profession.” Odinga says so when he introduces himself at the beginning of the debate. What makes Verini think Odinga is a human rights lawyer? (Might be because, as he admits, he was at Njuguna’s – perhaps chasing down goat meat (nyama choma) with Tusker. The New Yorker should institute strict sobriety requirements when sourcing stories, but I digress.)
  • Nairobi is not in Central Province. Nairobi is a Province on its own. Kenya has eight provinces (now called regions) – Rift Valley, Eastern, North Eastern, Coast, Western, Central, Nyanza and Nairobi. Nairobi borders Central. But it is not in Central. I swear. You can google it.
  • The post-election violence in 2007-08 was not mainly a Kikuyu-Luo affair. Most deaths occurred in the Rift Valley in clashes between Kikuyus and Kalenjins, over land. Police brutality was number two in cause of deaths. Kikuyu-Luo clashes were horrific. But they were not the defining feature of the PEV.
  • The 2010 Constitution did not make the position of Prime Minister permanent. It abolished it. You can also google a copy of the Kenyan Constitution. There is a pdf online. I swear. Or you could just read the Wikipedia entry here.

And then Al-Jazeera:

For a news organization that claims to counter the dominance and supposed orientalist biases of CNN International and the BBC with nuanced on-the-ground reporting, this is unforgivable. Here’s is how Peter Greste opens his report on the Kenyan election:

Political science is an imprecise discipline at the best of times. But in Kenya, it feels more akin to witchcraft.

In most established democracies, astute analysts can have a reasonable stab at predicting the outcome of elections. The regular if well-spaced drum-beat of polls gives anyone who cares to look, a decent set of historical data to work with.

It’s usually possible to check the voting patterns of a particular electorate; assess the impact of demographic changes; and with the help of some intelligent opinion polling, have a good understanding of the way a country might swing.

But in Kenya, this election is stacked with so many unknown factors that a witch throwing newt’s eyes into a bubbling cauldron might have as good a chance at predicting the outcome as the political scientists.

Really Mr. Greste, really?

Witchcraft? Why that term? Why not just say that you do not have a grasp of the political reality and so don’t know how the election will turn out? Are you trying to say something about your readers (that they easily resort to witchcraft to explain things they do not comprehend) or Kenya?

I put it to you that there are three firms that have been polling the Kenyan public on their political preferences since the last election in 2007. These firms accurately predicted the outcome of the messy 2007 election (and pretty much matched the exit polls conducted by UCLA academics) and the 2010 referendum. Kenya has demographic data that politicians make very good use of. For instance, we know the ethnic composition of Nairobi, the most cosmopolitan PROVINCE (hear me, Mr. Verini) in Kenya.

Also, a few political scientists, including yours truly, have done some predictions as to the potential outcomes of the election (see blog posts below).

Why did these two do this?

To me it looks like a bad case of trying to exoticize the Kenyan elections for their audiences – what with the references to witchcraft by Mr. Greste and Mr. Verini’s over-simplification of the election to a Kikuyu-Luo tribal contest.

It is also disrespectful to Kenyans, who they seem to think will not do any fact-checking to correct their sloppiness.

Who will win the Kenyan presidential election? A look at the numbers

With elections less than a month away many in Kenya are reading the tea leaves and making predictions as to who they think will win the March 4th presidential election. Unfortunately, many of these self-styled political analysts – including the most celebrated one Mutahi Ngunyi – are merely using the raw IEBC voter registration numbers and assumptions about ethnic bloc voting.

The reality, however, is that there will be differential voter turnout in the many ethnic zones regions of the country in a manner that will have a non-trivial impact on the outcome of the election. As I highlighted in a previous post, this will be a turnout election. Everyone knows who their voters are. The swing voters will be few. And the two major contenders don’t appear to have any intention or strategy to eat into each other’s perceived strongholds.uhuru

And so just as I did last time, I ran the numbers from the latest opinion poll from Ipsos Synovate with regional breakdowns to estimate the winner of the presidential election. This time round my turnout model also includes variables on income, voter registration, and whether a region has a top presidential contender or not.

So what do the numbers say?

Well, if the polls are right Uhuru Kenyatta still leads Raila Odinga by about 740,000 votes.  I estimate that Mr. Kenyatta will get 48.87% of the votes cast to Mr. Odinga’s 41.72%, which means that a run-off is almost inevitable. I don’t expect Mr. Kenyatta to hit the 50% mark since my model is slightly biased in his favor (especially coming from the Rift Valley turnout figures from 2007 that I use as a basis of estimating turnout in 2013).  Below I show the regional tallies according to my turnout model.

A few caveats to go with my estimates: 

  • Of course the polls could be all wrong, in which case none of what I say here matters. 
  • The result of the election will hinge on the turnout in the respective candidates’ strongholds. As it is my model estimates a turnout rate in Mr. Kenyatta’s strongholds at 77.33 to Mr. Odinga’s 66.68. Mr. Odinga can easily erase Mr. Kenyatta’s lead by matching his stronghold turnout rate and having a respectable showing in Western region (by eating into Mr. Mudavadi’s vote share) on March 4th.
  • In the event of a run-off, all bets are off. Most likely the election will then centre on Mr. Kenyatta’s ethnicity (which is the same as that of the outgoing president) and his tribulations at the ICC thereby handing Mr. Odinga a lead straight off the gates.
REGION Uhuru Kenyatta Raila Odinga
Coast 64,064 410,012
North Eastern 103,978 115,531
Eastern 865,432 732,612
Central 1,623,483 113,266
Rift Valley 1,655,262 695,972
Western 58,040 444,974
Nyanza 282,626 1,299,053
Nairobi 406,099 507,624
TOTAL 5,058,984 4,319,044

For those interested in looking under the hood of Ipsos Synovate’s polls go here.

Will turnout disappoint Odinga tomorrow?

Travel, conference and more travel have kept me from blogging in the last few days. I am back online. Kenyans go to the polls tomorrow. This is a post from a few days ago.

I am in New Haven (great to be back!) for a conference and visiting with friends before going back to Nairobi for Monday’s election and wanted to make a quick post on the latest in the upcoming Kenyan elections.

1. The Second Presidential Debate:

The second presidential debate was rather dull, to be honest.

The entire first half was supposed to be dedicated on the economy but mostly dwelt on the specific subject of corruption at the expense of other more pressing concerns like jobs and the modernization and formalization of the Kenyan economy (Not to trivialize Kenya’s obscene levels of corruption, but apparently the moderators do not read Blattman’s blog. The problem is huge, but there were other pressing economic issues that could have been addressed.)

The candidates were, as expected evasive over the matter – mostly giving vague answers to pointed questions on scandals they were rumored to have been involved in; from Goldenberg to Anglo Leasing to Maize to typos at the treasury.

The jester Candidate Dida provided a light moment when he asked the moderator if she expected thieves to admit that they had stolen.

The second half was better. It dealt with the issue of land. Again, no real answers emerged but it put Mr. Kenyatta – who’s family owns large tracts of land – on the hot seat. Land is an issue that has been the cause of ethnic clashes in every Kenyan election since 1992. Voters may just have got one more thing to think about before casting their votes on Monday.

Overall, I cannot say that any one candidate won the debate. However, Mr. Kenyatta lost a few points due to the amount of time spent on the land question. His main opponent Mr. Odinga even came to his rescue at one point, reminding viewers to cut Mr. Kenyatta some slack since he only inherited land that may have been dubiously appropriated by his father while he was president.

2. Election Day’s Big Unknown: TURNOUT

As I have pointed out before, the outcome of the presidential election in Kenya next Monday will hinge on turnout. Whether we shall wake up on March 5th with a president-elect or have to go for a runoff will depend on regional turnout rates.

As it is most public opinion polls point to a runoff.

However, the polls do not give us a sense of what proportion of registered voters are likely to vote.

One private poll that I have seen suggests that 98.3% of those polled said they would show up to vote. Such turnout numbers belong in Belarus. I expect average turnout to be between 75-85%.

Below is a table with the turnout rates in the last three presidential elections. (The 2007 figures should taken with a pinch of salt, for obvious reasons). As you can see history seems to be on Mr. Kenyatta’s side. Central Kenya and the Rift Valley, the two most populous regions of the country both support him overwhelmingly (according to the latest Ipsos Synovate poll) and have the highest average historical turnout rates.

Region/Turnout 1997 2002 2007 Kenyatta Support Odinga Support
Central 74.1 66.1 82.1 88.1 6.4
Rift Valley 75.9 60.8 72.8 69 23.3
Eastern 72.6 60.9 65.9 41.8 52.7
Nyanza 67.2 55.6 76.2 9.8 83.8
Western 68.1 57.1 62 3.4 53.6
North Eastern 55.9 57.8 61.3 37.9 44.1
Coast 50.6 42.1 57 18.3 73
Nairobi 50.2 42 51.5 39.6 51.9

Could turnout rates be different this time?

The answer is maybe, due to the following new variables:

  • New positions created in the constitution – governor, senator, and women rep – might attract new voters in addition to those who have in the past voted for the three other posts – president, MP and councillor (now county rep). This might increase turnout across the board, but since Mr. Kenyatta is already “maxing” his turnout rates Odinga might benefit from an overall increase in turnout rates.
  • The dropping of calls for “six piece” vote. Earlier in the cycle both candidates had insisted that voters should vote one straight ticket for the party for all six posts. However, since the nominations for both leading parties/coalitions were a total mess many popular candidates did not get nominated on the “right parties.” Insisting on a six piece vote would have lowered turnout. However, without it everyone has a candidate to vote for in their preferred presidential candidate’s stronghold. This may increase turnout since it gives incentive for say someone running in an Odinga stronghold, who supports Odinga, but is not in Odinga’s party to still mobilize his supporters to the polls in competition with the candidate in Odinga’s party. Again, a higher average turnout rate will benefit Mr. Odinga.

3. The Numbers:

The last polls before the election (about five of them) show a slim national lead for Mr. Odinga over Mr. Kenyatta, 45% to 43% on average. But since we do not know the make up of likely voters I would be reluctant to declare Mr. Odinga a favorite going into Monday. Mr. Kenyatta’s strongholds have historically had better turnout rates than Mr. Odinga’s.

And on the matter of polls, the following factors may lead to surprises on Monday night:

  • Desirability biases in the survey: We do not know to what extent those interviewed lied about who they support. And on this count Mr. Kenyatta runs the highest risk. Because of the ICC cases he and his running mate face, many higher income and educated Kenyans have had concerns about their ability to run the country “via Skype.” If such people residing in the Rift Valley and Central regions lied to pollsters because they were expected to like Kenyatta then we may be in for a surprise on Monday night. If Mr. Odinga gets more than 35% of the votes in Rift Valley and about 15% in Central Kenya he will win the presidential election in the first round. 
  • Strategic voting: One of Mr. Odinga’s many challenges has been the Western Kenya region where Musalia Mudavadi comes from. Mr. Mudavadi is the third candidate, getting 6% on most polls nationally and about 34% in Western region. Mr. Odinga gets 53% in the region and Kenyatta 3%. In the event of a runoff, most of Mudavadi’s voters will break for Odinga. Mr. Mudavadi’s candidature centres on becoming a King maker and elevating his stature as a serious contender in the next elections (2017). But if Western voters who would support Odinga in the second round decide to do so in the first round Odinga will have an outright victory in the first round.

Barring any surprises on Monday (esp with regard to turnout) the state of play is that the first round will be a close contest between Kenyatta and Odinga, with one or two percentage points separating them.

Mr. Kenyatta is a slight favorite to win the first round, but will be short of the 50% required for an outright win. In the second round, however, I expect Mr. Odinga to be a clear frontrunner since most of Mudavadi’s voters in Western Kenya will break for him. I also expect a little bit of anti-Ruto (Kenyatta’s running mate) votes in the Rift Valley going to Mr. Odinga. I am very curious as to what President Moi’s promised major announcement on March 5th will be…. perhaps an endorsement?

All in all I would put my money on Mr. Odinga becoming Kenya’s fourth president.

Latest polls, Kenya Decides 2013

Ipsos Synovate just released another poll on the upcoming presidential election. The poll shows Prime Minister Raila Odinga leading his deputy Uhuru Kenyatta by 46% to 40% in approval rating. 10% of of those polled were undecided. More on the latest polls this weekend after I get a regional breakdown of the data.

For the historical trend in the polls, including today’s, see below.

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On a related note, the Guardian Africa Network has a piece on the threat of violence leading up to and after the March 4th poll. Some call such warnings fear-mongering, but I’d rather have everyone freaking out about violence and thus sort of prepared than a repeat of 2007 in which everyone – including Kenya’s intelligence services – was caught flatfooted.

Uhuru Kenyatta Emerges as 1st Round Favorite in Kenya’s March 4th Poll

OK, so as promised, here is my first attempt at looking at the numbers and what they are telling us about the outcome of the March 4th general election in Kenya.

14.3 million Kenyans registered to vote this year. Out of this (based on historical turnout rates) about 11 million will actually show up to vote. If the opinion polls are right, neither Uhuru Kenyatta nor Raila Odinga (the top two frontrunners) will get the requisite 50% plus one vote required to win the election. It is likely that there will be a runoff. About 4% of voters remain undecided. The polling trend (see below) suggests that the race will tighten over the next six weeks before the election.

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The first opinion polls after the party nominations show Deputy Prime Minister Uhuru Kenyatta ahead of Prime Minister Raila Odinga in the raw vote, at least according to my analysis. The overall national head to head match up in the two polls released Monday show Mr. Odinga leading Mr. Kenyatta by (48-40, Infotrak) and (40-36, Ipsos).

The regional poll tallies, on the other hand, show a different story. In these Mr. Kenyatta emerges with a lead of between 490,000 and 630,000 of the accounted for votes depending on the turnout models used. The average of the tallies show that if elections were held over last weekend Mr. Kenyatta would garner 4.5 million votes to Mr. Odinga’s 3.9. This leaves about 24% of the (potential) votes cast either spread out among the other presidential contenders or undecided.

Here is how I arrived at the numbers:

The surveys by Infotrak and Ipsos (the two firms correctly predicted the outcome of the 2010 referendum) gave regional tallies of how the top two coalitions did among those surveyed. With a few modifications (like assigning the GEMA counties in Eastern region the Central region poll results), I assigned these tallies to the different counties within the regions. I then estimated voter turnout using the numbers from the three most recent national voting exercises – 2002 and 2007 elections and the 2010 referendum. Because of the anomalies in the presidential election in 2007, I used the constituency turnout figures (In these figures, for instance, Juja and Nithi did not have turnouts exceeding 100% as was the case in the presidential election in 2007). Of course there are counties in which the popularity of either Kenyatta or Odinga vary by constituency but this is the best we can do for now. I then used the estimated county turnout rate and the regional polling results to estimate the expected vote count for either candidate in each county using IEBC’s figures of registered voters.

It is important to note that among the two polls, Infotrak asked respondents about their preferred ticket (Kenyatta and Ruto vs. Odinga and Musyoka) while Ipsos asked about individual presidential candidates. The discrepancy in the national polling average and the raw numbers I show here might be because of incorrect weighting of the different regions by the polling companies. The fact that Kenyans vote along ethnic lines and voters are geographically concentrated means that the regional polling numbers might provide a better picture than the national numbers. National polls appear to be over-estimating Odinga’s support by about 3 percentage points on average.

Uhuru Kenyatta is ahead in the raw figures for the following reasons:

  1. The first reason is that Mr. Kenyatta has the numbers. The combined GEMA registered voters number 3.9 million. That is 27.3% of the registered voters. Mr. Kenyatta obviously won’t bag 100% of these votes but it doesn’t hurt to have a vote rich base.
  2. His stronghold of the wider Mt. Kenya region had the highest voter registration rate in the country. This, combined with the fact that his running mate brings in the populous Rift Valley region, gives Kenyatta a slight edge off the gates.
  3. Kenyatta’s strongholds (Mt. Kenya) and Rift Valley have historically had higher turnout rates than the regions that Odinga will need to win on March 4th. In 2002 Kenyatta’s strongholds had a higher turnout rate by 5 percentage points. In 2007 it was 10%.
  4. The combined high population, higher registration rates and expected higher turnout means that Mr. Kenyatta is presently the favorite to win the first round of the March 4th presidential poll.

How can Odinga win?

  1. A lot of voters (24%) remain spread out among the smaller candidates or are undecided. Come election day these voters may break for Mr. Odinga for the reasons I gave in an earlier post.
  2. Mr. Odinga’s other path to victory is by ensuring high turnout in his strongholds of Nyanza, Western and Coast regions. Just by matching the expected turnout in Mr. Kenyatta’s strongholds he would reduce the deficit to about 250,000 votes.
  3. He must also eat into some of Mr. Kenyatta’s support in the Rift Valley and Central regions. If the election is a mere census then Mr. Kenyatta will win the first round (the second round is another story all together). For Mr. Odinga to win he must convince voters in Mr. Kenyatta’s strongholds that he is the better candidate.

Facing reality:

For a while it seemed like this election was Mr. Odinga’s to lose. I have since softened on this a little bit. Despite his many problems, Mr. Kenyatta can still win this election, at least the first round. In the second round everything will be contingent on who between Messrs Kenyatta and Odinga can bag the roughly 20% of votes that will go to various smaller candidates in the first round. As things stand Mr. Odinga is the likely beneficiary of these votes.

A lot will happen between now and March 4th. But key things to consider include:

  1. If turnout is low on March 4th Mr. Kenyatta will emerge the winner. His (national) base is relatively wealthier and more urban (or more accurately, more politically engaged – if you doubt this see the voter registration numbers for Kiambu county alone) than Mr. Odinga’s and thus will have a higher turnout. Having failed to match Mr. Kenyatta’s voter registration rates, Mr. Odinga needs upwards of 80% of those registered in his strongholds to show up to vote, or else he will lose.
  2. Mr. Kenyatta appeared to be the better organized candidate in getting his base to register to vote. And given the way in which his party handled the nominations exercise, it is likely that he will out-organize Mr. Odinga in getting his supporters to the polls. This spells more trouble for Mr. Odinga.
  3. The nominations exercise gave Mr. Odinga’s coalition bad press for four consecutive days. His home base of Nyanza was the worst affected. Seemingly undemocratic nomination exercises – in which Odinga’s allies controversially won party primaries – in the region may depress turnout, something that Odinga should be worrying about A LOT. Watch out for how Mr. Odinga’s party handles the nominations fallout in his Nyanza backyard.
  4. Musalia Mudavadi appears to have made gains in Western province – he is polling there at 26%. His gain is Odinga’s loss. If Mr. Mudavadi continues to gain in the next 40 days then we shall almost be assured of a run off, after Mr. Kenyatta wins the first round.