Would you like to know how your employees will perform three weeks from now? Or what they will be doing on a Tuesday in September?
Adam Sadilek, formerly of Microsoft, and John Krumm, a principal researcher at Microsoft, were inspired by the question of predicting where people would be in the future. In their paper, Far Out: Predicting Long-Term Human Mobility, they led off with the question, "Where are you going to be 285 days from now at 2pm?"
When I read about this in Fast Company magazine I was greatly intrigued by the idea of predictions, and it made me wonder, "What if we can predict an employee's future performance?"
Predicting the near-term performance of people is reasonably easy. A good clue is what they are doing now will be how they will perform shortly. If you want to know what someone will be doing five minutes from now, see what they did for the past five minutes.
This point by itself raises a leadership insight. When performance is going well, don't interrupt it. And when it is not, definitely interrupt it.
Returning to the conundrum of predicting future performance, let's read what Fast Company said about predicting future habits.
As the volunteers went about their daily lives - going to work, to the grocery store, out for a jog, even for transcontinental travel - each carried a GPS device much the same way they carried a mobile phone.
After collecting more than 150 million location points, the researchers then had Far Out, the first system of its kind to predict long-term human mobility in a unified way, examine the data.
Far Out didn't even need to be told exactly what to look for - it automatically discovered regularities in the data.
"For example, it might notice that Tuesdays and Thursdays are usually about the same and fairly consistent from week to week," the researchers said. "Then when asked about a future Tuesday or Thursday, the algorithm automatically produces a typical Tuesday/Thursday as a prediction."
It turns out that we are quite predictable in our habits even over extended periods of time. Reflecting on their hypothesis, predictable patterns also appear in the workforce - not just where people go, but the way people work. Have you ever heard people complain about Sunday mornings? Or discuss "hump day" or TGIT (our version of Thank God it's Friday, or TGIF)?
Each of these phrases is pregnant with performance meaning. More so, habits are not limited to mobility, we are predictable in almost everything we do.
The leadership implication is that you need to preserve the existing environment for and habits of your high-performers. Anyone who is performing as you desire needs to be handled delicately as you may, accidentally, disrupt their performance pattern. This takes the shape of leaders pulling high-performers into senseless meetings and drowning them with organisational distractions.
On the other hand, where you have the opportunity to greatly benefit from this insight is to create the necessary "revolutionary" changes in the work of everyone else. No longer accept spotty performance, naively hoping it will correct itself or the environment will. These employees have already adapted to the environment and this is the locus of the predictability.
Knowing that employees' performance is predictable and the way they are performing now is an indicator of how they will perform in the future. Use this awareness to reshape the patterns. Then you can move from being the recipient of the existing performance pattern and say "I predicted it" because you shaped to be better.
Tommy Weir is an authority on fast-growth and emerging-market leadership, an adviser and the author of The CEO Shift. He is the founder of the Emerging Markets Leadership Center
UAE currency: the story behind the money in your pockets
MATCH INFO
England 2
Cahill (3'), Kane (39')
Nigeria 1
Iwobi (47')
Milestones on the road to union
1970
October 26: Bahrain withdraws from a proposal to create a federation of nine with the seven Trucial States and Qatar.
December: Ahmed Al Suwaidi visits New York to discuss potential UN membership.
1971
March 1: Alex Douglas Hume, Conservative foreign secretary confirms that Britain will leave the Gulf and “strongly supports” the creation of a Union of Arab Emirates.
July 12: Historic meeting at which Sheikh Zayed and Sheikh Rashid make a binding agreement to create what will become the UAE.
July 18: It is announced that the UAE will be formed from six emirates, with a proposed constitution signed. RAK is not yet part of the agreement.
August 6: The fifth anniversary of Sheikh Zayed becoming Ruler of Abu Dhabi, with official celebrations deferred until later in the year.
August 15: Bahrain becomes independent.
September 3: Qatar becomes independent.
November 23-25: Meeting with Sheikh Zayed and Sheikh Rashid and senior British officials to fix December 2 as date of creation of the UAE.
November 29: At 5.30pm Iranian forces seize the Greater and Lesser Tunbs by force.
November 30: Despite a power sharing agreement, Tehran takes full control of Abu Musa.
November 31: UK officials visit all six participating Emirates to formally end the Trucial States treaties
December 2: 11am, Dubai. New Supreme Council formally elects Sheikh Zayed as President. Treaty of Friendship signed with the UK. 11.30am. Flag raising ceremony at Union House and Al Manhal Palace in Abu Dhabi witnessed by Sheikh Khalifa, then Crown Prince of Abu Dhabi.
December 6: Arab League formally admits the UAE. The first British Ambassador presents his credentials to Sheikh Zayed.
December 9: UAE joins the United Nations.
Springtime in a Broken Mirror,
Mario Benedetti, Penguin Modern Classics
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What's%20in%20my%20pazhamkootan%3F
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RESULTS
5pm: Handicap (TB) Dh100,000, 2,400m
Winner: Recordman, Richard Mullen (jockey), Satish Seemar (trainer)
5.30pm: Wathba Stallions Cup Handicap (PA) Dh 70,000, 2,200m
Winner: AF Taraha, Tadhg O’Shea, Ernst Oertel
6pm: Abu Dhabi Fillies Classic Prestige (PA) Dh110,000, 1,400m
Winner: Dhafra, Fabrice Veron, Eric Lemartinel
6.30pm: Abu Dhabi Colts Classic Prestige (PA) Dh110,000, 1,400m
Winner: Maqam, Fabrice Veron, Eric Lemartinel
7pm: Handicap (PA) Dh85,000, 1,600m
Winner: AF Momtaz, Fernando Jara, Musabah Al Muhairi
7.30pm: Maiden (PA) Dh80,000, 1,600m
Winner: Optimizm, Patrick Cosgrave, Abdallah Al Hammadi
Other IPL batting records
Most sixes: 292 – Chris Gayle
Most fours: 491 – Gautam Gambhir
Highest individual score: 175 not out – Chris Gayle (for Royal Challengers Bangalore against Pune Warriors in 2013)
Highest strike-rate: 177.29 – Andre Russell
Highest strike-rate in an innings: 422.22 – Chris Morris (for Delhi Daredevils against Rising Pune Supergiant in 2017)
Highest average: 52.16 – Vijay Shankar
Most centuries: 6 – Chris Gayle
Most fifties: 36 – Gautam Gambhir
Fastest hundred (balls faced): 30 – Chris Gayle (for Royal Challengers Bangalore against Pune Warriors in 2013)
Fastest fifty (balls faced): 14 – Lokesh Rahul (for Kings XI Punjab against Delhi Daredevils in 2018)
AIR
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'Doctor Strange in the Multiverse Of Madness'
Director: Sam Raimi
Cast: Benedict Cumberbatch, Elizabeth Olsen, Chiwetel Ejiofor, Benedict Wong, Xochitl Gomez, Michael Stuhlbarg and Rachel McAdams
Rating: 3/5
COMPANY%20PROFILE
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If you go
Flying
Despite the extreme distance, flying to Fairbanks is relatively simple, requiring just one transfer in Seattle, which can be reached directly from Dubai with Emirates for Dh6,800 return.
Touring
Gondwana Ecotours’ seven-day Polar Bear Adventure starts in Fairbanks in central Alaska before visiting Kaktovik and Utqiarvik on the North Slope. Polar bear viewing is highly likely in Kaktovik, with up to five two-hour boat tours included. Prices start from Dh11,500 per person, with all local flights, meals and accommodation included; gondwanaecotours.com
More on animal trafficking
Learn more about Qasr Al Hosn
In 2013, The National's History Project went beyond the walls to see what life was like living in Abu Dhabi's fabled fort:
Scoreline
Ireland 16 (Tries: Stockdale Cons: Sexton Pens: Sexton 3)
New Zealand 9 (Pens: Barrett 2 Drop Goal: Barrett)