Vanda Felbab-Brown writes that after more than a decade of struggles against al-Qaida and the Taliban, U.S. President Barack Obama hoped to extricate the United States from participating militarily in Afghanistan’s counterinsurgency. But as the end of his presidency approaches in the summer of 2016, Afghanistan again faces crisis. Very few trends in the country are going well. The U.S. drone killing of the Taliban leader Mullah Akhtar Mohammad Mansour in Baluchistan, Pakistan in May 2016 provides a fillip to the embattled Afghan government and may in the long-term result in fragmentation and internal withering of the Taliban. But that outcome is not guaranteed nor likely to materialize quickly. In fact, the Taliban swiftly announced Mawlawi Haibatullah Akhundzada, a deputy to Mullah Mansour, as its new leader to avoid the tensions and chaos that surrounded Mansour’s appointment.

The Taliban has mounted and sustained its toughest military campaign in years, and the war has become bloodier than ever. Despite the Taliban’s internal difficulties, its military energy shows no signs of fizzling out. The influence of the particularly vicious Haqqani network within the Taliban has grown. Moreover, the Islamic State established itself in Afghanistan in 2015, although it faces multiple strong countervailing forces.

Most ominously, Afghanistan’s political scene remains fractious and polarized. The National Unity Government of President Ashraf Ghani and his chief executive officer and rival Abdullah Abdullah (created in the wake of the highly contested presidential elections of 2014) has never really found its feet. Fundamental structural problems of the government remain unaddressed, and after two years in power the government may face its end as a result of a possible Loya Jirga assembly in the fall of 2016. Even if the Jirga does not meet, Afghanistan’s leadership will face potentially debilitating crises of legitimacy. Afghanistan’s elite has not taken any steps to heal the country’s deep and broad political wounds. Instead, the dominant mode of politics is to plot the demise of the government and focus on a parochial accumulation of one’s power at the expense of the country’s national interest, and even the very survival of the post-2001 order.

Struggling to deliver the promised improvements in government efficiency and reduction in corruption, President Ghani staked the two first years of his presidency on negotiations with the Taliban. In order to facilitate the negotiations, he reached out to Pakistan in a daring and politically costly gambit in the fall of 2014 and repeatedly since. The payoff so far has been limited and Ghani’s political space is shrinking. The death of Mullah Mansour is likely to complicate the process even more.

In the paper, Felbab-Brown discusses the evolving international support for Afghanistan; military developments in Afghanistan since the fall of 2014 and the intensity of the Taliban’s battlefield thrust; the Taliban’s internal cohesion, fragmentation and leadership successions; President Ghani’s outreach to Pakistan and the effort to negotiate with the Taliban; and Afghan political processes and trends.

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• Blood and faith in Afghanistan: A June 2016 update

June’s jobs gains, released this morning, show that 287,000 new jobs were added in June, an impressive rebound after only 11,000 new jobs were added in May (revised down from from 38,000 at the time of the release).

This year’s monthly job gains and losses can indicate how the economy is doing once they are corrected to account for the pattern we already expect in a process called seasonal adjustment. The approach for this seasonal adjustment that is presently used by the Bureau of Labor Statistics (BLS) puts very heavy weight on the current and last two years of data in assessing what are the typical patterns for each month.

In my paper “Unseasonal Seasonals?” I argue that a longer window should be used to estimate seasonal effects. I found that using a different seasonal filter, known as the 3x9 filter, produces better results and more accurate forecasts by emphasizing more years of data. The 3x9 filter spreads weight over the most recent six years in estimating seasonal patterns, which makes them more stable over time than in the current BLS seasonal adjustment method.

I calculate the month-over-month change in total nonfarm payrolls, seasonally adjusted by the 3x9 filter, for the most recent month. The corresponding data as published by the BLS are shown for comparison purposes. According to the alternative seasonal adjustment, the economy added 286,000 jobs in June (column Wright SA), almost identical to the official BLS total of 287,000 (column BLS Official).

Data updates released today for prior months also reveal some differences between my figure and the official jobs gains from prior months. The official BLS numbers for May were revised down from 38,000 new jobs to a dismal 11,000. My alternative adjustment shows that the economy actually lost 6,000 jobs in May, down from 17,000 jobs gained at the time of the release. [i] The discrepancies between the two series are explained in my paper.

In addition to seasonal effects, abnormal weather can also affect month-to-month fluctuations in job growth. In my paper “Weather-Adjusting Economic Data” I and my coauthor Michael Boldin implement a statistical methodology for adjusting employment data for the effects of deviations in weather from seasonal norms. This is distinct from seasonal adjustment, which only controls for the normal variation in weather across the year. We use several indicators of weather, including temperature and snowfall.

We calculate that weather in June brought up the total by 25,000 jobs (column Weather Effect), but this should be considered a transient effect. Our weather-adjusted total, therefore, is 262,000 jobs added for June (column Boldin-Wright SWA). This is not surprising, given that weather in June was in line with seasonal norms.

It’s good to see the jobs numbers rebounding this month. The May number was somewhat affected by the Verizon strike. Also, it is important to remember that pure sampling error in any one month’s data is large, and that could explain part of the weak employment report for May. Averaging over the last three months, employment is expanding by about 150,000 jobs per month—a healthy pace, although a bit of a step down from last year.

a. Applies a longer window estimate of seasonal effects (see Wright 2013). The June 2015 to May 2016 values in this column have been corrected to remove a coding error that affected the previously reported values.

b. Includes seasonal and weather adjustments, where seasonal adjustments are estimated using the BLS window specifications (see Boldin & Wright 2015). The incremental weather effect in the last column is the BLS official number less the SWA number.

[i] Note that, due to a small coding error, my alternative seasonal adjustment for May, at the time of the release, should have been 17,000 new jobs, not -4,000, as was reported in my previous post. In addition to the underlying data revisions, and correcting for this error, the revised alternative seasonal adjustment for May is -6,000 jobs added (second row of column Wright SA).