When two or more people get together, things gets complicated. Game theory is the study of what happens when humans compete and coordinate to get ahead, both as individuals and as groups.
David McAdams has written a clear and clever introduction to the subject. He shows us how to understand basic game theory models and applies them to complex and varied problems. The variety of situations that game theory can explain reveals its utility. From eBay buyer feedback to convincing your children to eat vegetables with dinner, a bit of strategic thinking goes a long way.
McAdams teaches at the Duke Fuqua School of Business in Durham, North Carolina. He writes very grown-up, abstruse economics papers in technical journals. But Game-Changer is lucid and straightforward. Interactions can go better if certain rules are followed or disregarded. Understanding payoffs helps you navigate complex situations. Thinking about incentives at an individual and organisational level can help you to make better decisions.
Like many introductory texts on game theory, McAdams pays most attention to the Prisoners’ Dilemma. It is true that this is perhaps the easiest model to grasp, and has a wide and surprising array of applications. There is more to game theory than just this model, as McAdams knows well, but readers of the book will mainly find themselves able to spot collective action problems soluble by coördination, cartelisation, or regulation.
McAdams thinks we can become what he calls “Game-Changers” by thinking about strategies, and realising that there are options available to us we hadn’t already seen.
Whether game theory can change your life is another question. Seeing game theory in day-to-day life can be useful: it can help you see strategies you might not have seen before. But most sportspeople, financiers, market traders, businesspeople, generals and con artists often instinctively “get” the rules of games, and successful strategies anyway – without needing to think explicitly about payoff matrices and rules. It’s often a bit of extra cognitive effort to apply the models of game theory to what you may already grasp.
q&a immune resistance
Show me some game theory in action.
McAdams comes up with a plan for arresting the progress of antibiotic-resistant tuberculosis. The spectre of an untreatable strain of this and other bacteria greatly worries the World Health Organization, who fear that a disease that plagued Europe in the 18th and 19th Century could be just as lethal in the future.
And what does he propose?
McAdams splits the cycle of infection into three stages: infection, transmission, and treatment. Noting that antibiotic resistant strains of tuberculosis tend to beat both doctors and other strains of tuberculosis at the treatment stage, he suggests strategies to prevent infection and transmission. Tools for quicker diagnosis should be used so that resistant strains can be defeated by the right drug, he says, and infected patients should be isolated as quickly as possible, while epidemiological data should be used to find out exactly who the patient came into contact with and give them antibiotics to stave off infection.
And what kind of game theory model is he using?
Many. In the real world, it’s hard just to apply a single model: you have to develop complex models on the fly. So developing countries’ hospitals’ incentives to tackle tuberculosis is a Prisoners’ Dilemma – they’d all be better off if everyone adopted policies to increase tuberculosis screening, but none of them is individually better off doing so if no one else does. But the infection, transmission, and treatment games are modelled separately. Each is a multivariable game that isn’t put into a nice, easy-to-read box.
He’d make a good management consultant.
He just teaches them – on the MBA course at Duke University.
abouyamourn@thenational.ae
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The Byblos iftar in numbers
29 or 30 days – the number of iftar services held during the holy month
50 staff members required to prepare an iftar
200 to 350 the number of people served iftar nightly
160 litres of the traditional Ramadan drink, jalab, is served in total
500 litres of soup is served during the holy month
200 kilograms of meat is used for various dishes
350 kilograms of onion is used in dishes
5 minutes – the average time that staff have to eat
Infobox
Western Region Asia Cup Qualifier, Al Amerat, Oman
The two finalists advance to the next stage of qualifying, in Malaysia in August
Results
UAE beat Iran by 10 wickets
Kuwait beat Saudi Arabia by eight wickets
Oman beat Bahrain by nine wickets
Qatar beat Maldives by 106 runs
Monday fixtures
UAE v Kuwait, Iran v Saudi Arabia, Oman v Qatar, Maldives v Bahrain
'Downton Abbey: A New Era'
Director: Simon Curtis
Cast: Hugh Bonneville, Elizabeth McGovern, Maggie Smith, Michelle Dockery, Laura Carmichael, Jim Carter and Phyllis Logan
Rating: 4/5
Brighton 1
Gross (50' pen)
Tottenham 1
Kane (48)
2018 ICC World Twenty20 Asian Western Regional Qualifier
Saturday results
Qatar beat Kuwait by 26 runs
Bahrain beat Maldives by six wickets
UAE beat Saudi Arabia by seven wickets
Monday fixtures
Maldives v Qatar
Saudi Arabia v Kuwait
Bahrain v UAE
* The top three teams progress to the Asia Qualifier
RESULTS
Men – semi-finals
57kg – Tak Chuen Suen (MAC) beat Phuong Xuan Nguyen (VIE) 29-28; Almaz Sarsembekov (KAZ) beat Zakaria Eljamari (UAE) by points 30-27.
67kg – Mohammed Mardi (UAE) beat Huong The Nguyen (VIE) by points 30-27; Narin Wonglakhon (THA) v Mojtaba Taravati Aram (IRI) by points 29-28.
60kg – Yerkanat Ospan (KAZ) beat Amir Hosein Kaviani (IRI) 30-27; Long Doan Nguyen (VIE) beat Ibrahim Bilal (UAE) 29-28
63.5kg – Abil Galiyev (KAZ) beat Truong Cao Phat (VIE) 30-27; Nouredine Samir (UAE) beat Norapat Khundam (THA) RSC round 3.
71kg – Shaker Al Tekreeti (IRQ) beat Fawzi Baltagi (LBN) 30-27; Amine El Moatassime (UAE) beat Man Kongsib (THA) 29-28
81kg – Ilyass Hbibali (UAE) beat Alexandr Tsarikov (KAZ) 29-28; Khaled Tarraf (LBN) beat Mustafa Al Tekreeti (IRQ) 30-27
86kg – Ali Takaloo (IRI) beat Mohammed Al Qahtani (KSA) RSC round 1; Emil Umayev (KAZ) beat Ahmad Bahman (UAE) TKO round
Our legal columnist
Name: Yousef Al Bahar
Advocate at Al Bahar & Associate Advocates and Legal Consultants, established in 1994
Education: Mr Al Bahar was born in 1979 and graduated in 2008 from the Judicial Institute. He took after his father, who was one of the first Emirati lawyers
What is the Supreme Petroleum Council?
The Abu Dhabi Supreme Petroleum Council was established in 1988 and is the highest governing body in Abu Dhabi’s oil and gas industry. The council formulates, oversees and executes the emirate’s petroleum-related policies. It also approves the allocation of capital spending across state-owned Adnoc’s upstream, downstream and midstream operations and functions as the company’s board of directors. The SPC’s mandate is also required for auctioning oil and gas concessions in Abu Dhabi and for awarding blocks to international oil companies. The council is chaired by Sheikh Khalifa, the President and Ruler of Abu Dhabi while Sheikh Mohamed bin Zayed, Abu Dhabi’s Crown Prince and Deputy Supreme Commander of the Armed Forces, is the vice chairman.
Best Academy: Ajax and Benfica
Best Agent: Jorge Mendes
Best Club : Liverpool
Best Coach: Jurgen Klopp (Liverpool)
Best Goalkeeper: Alisson Becker
Best Men’s Player: Cristiano Ronaldo
Best Partnership of the Year Award by SportBusiness: Manchester City and SAP
Best Referee: Stephanie Frappart
Best Revelation Player: Joao Felix (Atletico Madrid and Portugal)
Best Sporting Director: Andrea Berta (Atletico Madrid)
Best Women's Player: Lucy Bronze
Best Young Arab Player: Achraf Hakimi
Kooora – Best Arab Club: Al Hilal (Saudi Arabia)
Kooora – Best Arab Player: Abderrazak Hamdallah (Al-Nassr FC, Saudi Arabia)
Player Career Award: Miralem Pjanic and Ryan Giggs
Formula Middle East Calendar (Formula Regional and Formula 4)
Round 1: January 17-19, Yas Marina Circuit – Abu Dhabi
Round 2: January 22-23, Yas Marina Circuit – Abu Dhabi
Round 3: February 7-9, Dubai Autodrome – Dubai
Round 4: February 14-16, Yas Marina Circuit – Abu Dhabi
Round 5: February 25-27, Jeddah Corniche Circuit – Saudi Arabia
How to help
Call the hotline on 0502955999 or send "thenational" to the following numbers:
2289 - Dh10
2252 - Dh50
6025 - Dh20
6027 - Dh100
6026 - Dh200
Rankings
ATP: 1. Novak Djokovic (SRB) 10,955 pts; 2. Rafael Nadal (ESP) 8,320; 3. Alexander Zverev (GER) 6,475 ( 1); 5. Juan Martin Del Potro (ARG) 5,060 ( 1); 6. Kevin Anderson (RSA) 4,845 ( 1); 6. Roger Federer (SUI) 4,600 (-3); 7. Kei Nishikori (JPN) 4,110 ( 2); 8. Dominic Thiem (AUT) 3,960; 9. John Isner (USA) 3,155 ( 1); 10. Marin Cilic (CRO) 3,140 (-3)
WTA: 1. Naomi Osaka (JPN) 7,030 pts ( 3); 2. Petra Kvitova (CZE) 6,290 ( 4); 3. Simona Halep (ROM) 5,582 (-2); 4. Sloane Stephens (USA) 5,307 ( 1); 5. Karolina Pliskova (CZE) 5,100 ( 3); 6. Angelique Kerber (GER) 4,965 (-4); 7. Elina Svitolina (UKR) 4,940; 8. Kiki Bertens (NED) 4,430 ( 1); 9. Caroline Wozniacki (DEN) 3,566 (-6); 10. Aryna Sabalenka (BLR) 3,485 ( 1)
The squad traveling to Brazil:
Faisal Al Ketbi, Ibrahim Al Hosani, Khalfan Humaid Balhol, Khalifa Saeed Al Suwaidi, Mubarak Basharhil, Obaid Salem Al Nuaimi, Saeed Juma Al Mazrouei, Saoud Abdulla Al Hammadi, Taleb Al Kirbi, Yahia Mansour Al Hammadi, Zayed Al Kaabi, Zayed Saif Al Mansoori, Saaid Haj Hamdou, Hamad Saeed Al Nuaimi. Coaches Roberto Lima and Alex Paz.
What can you do?
Document everything immediately; including dates, times, locations and witnesses
Seek professional advice from a legal expert
You can report an incident to HR or an immediate supervisor
You can use the Ministry of Human Resources and Emiratisation’s dedicated hotline
In criminal cases, you can contact the police for additional support
Match info
Premier League
Manchester United 2 (Martial 30', Lingard 69')
Arsenal 2 (Mustafi 26', Rojo 68' OG)
Fanney Khan
Producer: T-Series, Anil Kapoor Productions, ROMP, Prerna Arora
Director: Atul Manjrekar
Cast: Anil Kapoor, Aishwarya Rai, Rajkummar Rao, Pihu Sand
Rating: 2/5
The 10 Questions
- Is there a God?
- How did it all begin?
- What is inside a black hole?
- Can we predict the future?
- Is time travel possible?
- Will we survive on Earth?
- Is there other intelligent life in the universe?
- Should we colonise space?
- Will artificial intelligence outsmart us?
- How do we shape the future?
Results
5pm Maiden (PA) Dh80,000 1,400m
Winner No Riesgo Al Maury, Szczepan Mazur (jockey), Ibrahim Al Hadhrami (trainer)
5.30pm Handicap (PA) Dh80,000 1,600m
Winner Marwa W’Rsan, Sam Hitchcott, Jaci Wickham.
6pm Handicap (PA) Dh80,000 1,600m
Winner Dahess D’Arabie, Al Moatasem Al Balushi, Helal Al Alawi.
6.30pm Handicap (PA) Dh80,000 2,200m
Winner Safin Al Reef, Connor Beasley, Abdallah Al Hammadi.
7pm Wathba Stallions Cup Handicap (PA) Dh70,000 2,200m
Winner Thulbaseera Al Jasra, Shakir Al Balushi, Ibrahim Al Hadhrami.
7.30pm Maiden (TB) Dh 80,000 2,200m
Winner Autumn Pride, Szczepan Mazur, Helal Al Alawi.
'The Batman'
Stars:Robert Pattinson
Director:Matt Reeves
Rating: 5/5
The National in Davos
We are bringing you the inside story from the World Economic Forum's Annual Meeting in Davos, a gathering of hundreds of world leaders, top executives and billionaires.
Pupils in Abu Dhabi are learning the importance of being active, eating well and leading a healthy lifestyle now and throughout adulthood, thanks to a newly launched programme 'Healthy Lifestyle'.
As part of the Healthy Lifestyle programme, specially trained coaches from City Football Schools, along with Healthpoint physicians have visited schools throughout Abu Dhabi to give fun and interactive lessons on working out regularly, making the right food choices, getting enough sleep and staying hydrated, just like their favourite footballers.
Organised by Manchester City FC and Healthpoint, Manchester City FC’s regional healthcare partner and part of Mubadala’s healthcare network, the ‘Healthy Lifestyle’ programme will visit 15 schools, meeting around 1,000 youngsters over the next five months.
Designed to give pupils all the information they need to improve their diet and fitness habits at home, at school and as they grow up, coaches from City Football Schools will work alongside teachers to lead the youngsters through a series of fun, creative and educational classes as well as activities, including playing football and other games.
Dr Mai Ahmed Al Jaber, head of public health at Healthpoint, said: “The programme has different aspects - diet, exercise, sleep and mental well-being. By having a focus on each of those and delivering information in a way that children can absorb easily it can help to address childhood obesity."
ITU Abu Dhabi World Triathlon
match info
Maratha Arabians 138-2
C Lynn 91*, A Lyth 20, B Laughlin 1-15
Team Abu Dhabi 114-3
L Wright 40*, L Malinga 0-13, M McClenaghan 1-17
Maratha Arabians won by 24 runs
THE BIO
Ms Al Ameri likes the variety of her job, and the daily environmental challenges she is presented with.
Regular contact with wildlife is the most appealing part of her role at the Environment Agency Abu Dhabi.
She loves to explore new destinations and lives by her motto of being a voice in the world, and not an echo.
She is the youngest of three children, and has a brother and sister.
Her favourite book, Moby Dick by Herman Melville helped inspire her towards a career exploring the natural world.
Fight card
1. Featherweight 66kg: Ben Lucas (AUS) v Ibrahim Kendil (EGY)
2. Lightweight 70kg: Mohammed Kareem Aljnan (SYR) v Alphonse Besala (CMR)
3. Welterweight 77kg:Marcos Costa (BRA) v Abdelhakim Wahid (MAR)
4. Lightweight 70kg: Omar Ramadan (EGY) v Abdimitalipov Atabek (KGZ)
5. Featherweight 66kg: Ahmed Al Darmaki (UAE) v Kagimu Kigga (UGA)
6. Catchweight 85kg: Ibrahim El Sawi (EGY) v Iuri Fraga (BRA)
7. Featherweight 66kg: Yousef Al Husani (UAE) v Mohamed Allam (EGY)
8. Catchweight 73kg: Mostafa Radi (PAL) v Ahmed Abdelraouf of Egypt (EGY)
9. Featherweight 66kg: Jaures Dea (CMR) v Andre Pinheiro (BRA)
10. Catchweight 90kg: Tarek Suleiman (SYR) v Juscelino Ferreira (BRA)
The specs: 2018 Maxus T60
Price, base / as tested: Dh48,000
Engine: 2.4-litre four-cylinder
Power: 136hp @ 1,600rpm
Torque: 360Nm @ 1,600 rpm
Transmission: Five-speed manual
Fuel consumption, combined: 9.1L / 100km
More on animal trafficking
Alita: Battle Angel
Director: Robert Rodriguez
Stars: Rosa Salazar, Christoph Waltz, Keean Johnson
Four stars
GREATEST ROYAL RUMBLE CARD
The line-up as it stands for the Greatest Royal Rumble in Saudi Arabia on April 27
50-man Royal Rumble
Universal Championship
Brock Lesnar (champion) v Roman Reigns
Casket match
The Undertaker v Rusev
Intercontinental Championship
Seth Rollins (champion) v The Miz v Finn Balor v Samoa Joe
SmackDown Tag Team Championship
The Bludgeon Brothers v The Usos
Raw Tag Team Championship
Sheamus and Cesaro v Bray Wyatt and Matt Hardy
United States Championship
Jeff Hardy (champion) v Jinder Mahal
Singles match
Triple H v John Cena
To be confirmed
AJ Styles will defend his WWE World Heavyweight title and Cedric Alexander his Cruiserweight Championship, but matches have yet to be announced
RESULTS: 2018 WORLD CUP QUALIFYING - EUROPE
Albania 0 Italy 1
Finland 2 Turkey 2
Macedonia 4 Liechtenstein
Iceland 2 Kosovo 0
Israel 0 Spain 1
Moldova 0 Austria 1
Serbia 1 Georgia 0
Ukraine 0 Croatia 2
Wales 0 Ireland 1
The specs: 2019 Lincoln MKC
Price, base / as tested: Dh169,995 / Dh192,045
Engine: Turbocharged, 2.0-litre, in-line four-cylinder
Transmission: Six-speed automatic
Power: 253hp @ 5,500rpm
Torque: 389Nm @ 2,500rpm
Fuel economy, combined: 10.7L / 100km
GROUPS AND FIXTURES
Group A
UAE, Italy, Japan, Spain
Group B
Egypt, Iran, Mexico, Russia
Tuesday
4.15pm: Italy v Japan
5.30pm: Spain v UAE
6.45pm: Egypt v Russia
8pm: Iran v Mexico
Stage 5 results
1 Tadej Pogacar (SLO) UAE Team Emirates 3:48:53
2 Alexey Lutsenko (KAZ) Astana Pro Team -
3 Adam Yates (GBR) Mitchelton-Scott -
4 David Gaudu (FRA) Groupama-FDJ 0:00:04
5 Ilnur Zakarin (RUS) CCC Team 0:00:07
General Classification:
1 Adam Yates (GBR) Mitchelton-Scott 20:35:04
2 Tadej Pogacar (SlO) UAE Team Emirates 0:01:01
3 Alexey Lutsenko (KAZ) Astana Pro Team 0:01:33
4 David Gaudu (FRA) Groupama-FDJ 0:01:48
5 Rafał Majka (POL) Bora-Hansgrohe 0:02:11
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Quick pearls of wisdom
Focus on gratitude: And do so deeply, he says. “Think of one to three things a day that you’re grateful for. It needs to be specific, too, don’t just say ‘air.’ Really think about it. If you’re grateful for, say, what your parents have done for you, that will motivate you to do more for the world.”
Know how to fight: Shetty married his wife, Radhi, three years ago (he met her in a meditation class before he went off and became a monk). He says they’ve had to learn to respect each other’s “fighting styles” – he’s a talk it-out-immediately person, while she needs space to think. “When you’re having an argument, remember, it’s not you against each other. It’s both of you against the problem. When you win, they lose. If you’re on a team you have to win together.”
BMW%20M4%20Competition
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MATCH INFO
Red Star Belgrade v Tottenham Hotspur, midnight (Thursday), UAE
Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.
Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.
“Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.
Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.
“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.
Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.
From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.
Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.
BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.
Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.
Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.
“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.
Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.
“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.
“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”
The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”
Results:
2.15pm: Handicap (PA) Dh60,000 1,200m.
Winner: AZ Dhabyan, Adam McLean (jockey), Saleha Al Ghurair (trainer).
2.45pm: Maiden (PA) Dh60,000 1,200m.
Winner: Ashton Tourettes, Sam Hitchcott, Ibrahim Aseel.
3.15pm: Conditions (PA) Dh60,000 2,000m.
Winner: Hareer Al Reef, Gerald Avranche, Abdallah Al Hammadi.
3.45pm: Maiden (PA) Dh60,000 1,700m.
Winner: Kenz Al Reef, Gerald Avranche, Abdallah Al Hammadi.
4.15pm: Sheikh Ahmed bin Rashid Al Maktoum Cup (TB) Dh 200,000 1,700m.
Winner: Mystique Moon, Sam Hitchcott, Doug Watson.
4.45pm: The Crown Prince Of Sharjah Cup Prestige (PA) Dh200,000 1,200m.
Winner: ES Ajeeb, Sam Hitchcott, Ibrahim Aseel.
A State of Passion
Directors: Carol Mansour and Muna Khalidi
Stars: Dr Ghassan Abu-Sittah
Rating: 4/5
Manchester United's summer dealings
In
Victor Lindelof (Benfica) £30.7 million
Romelu Lukaku (Everton) £75 million
Nemanja Matic (Chelsea) £40 million
Out
Zlatan Ibrahimovic Released
Wayne Rooney (Everton) Free transfer
Adnan Januzaj (Real Sociedad) £9.8 million
SERIES SCHEDULE
First Test, Galle International Stadium
July 26-30
Second Test, Sinhalese Sports Club Ground
August 3-7
Third Test, Pallekele International Stadium
August 12-16
First ODI, Rangiri Dambulla Stadium
August 20
Second ODI, Pallekele International Stadium
August 24
Third ODI, Pallekele International Stadium
August 27
Fourth ODI, R Premadasa Stadium
August 31
Fifth ODI, R Premadasa Stadium
September 3
T20, R Premadasa Stadium
September 6
Greatest Royal Rumble results
John Cena pinned Triple H in a singles match
Cedric Alexander retained the WWE Cruiserweight title against Kalisto
Matt Hardy and Bray Wyatt win the Raw Tag Team titles against Cesaro and Sheamus
Jeff Hardy retained the United States title against Jinder Mahal
Bludgeon Brothers retain the SmackDown Tag Team titles against the Usos
Seth Rollins retains the Intercontinental title against The Miz, Finn Balor and Samoa Joe
AJ Styles remains WWE World Heavyweight champion after he and Shinsuke Nakamura are both counted out
The Undertaker beats Rusev in a casket match
Brock Lesnar retains the WWE Universal title against Roman Reigns in a steel cage match
Braun Strowman won the 50-man Royal Rumble by eliminating Big Cass last
Hunger and Fury: The Crisis of Democracy in the Balkans
Jasmin Mujanović, Hurst Publishers
Our legal consultants
Name: Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
2025 Fifa Club World Cup groups
Group A: Palmeiras, Porto, Al Ahly, Inter Miami.
Group B: Paris Saint-Germain, Atletico Madrid, Botafogo, Seattle.
Group C: Bayern Munich, Auckland City, Boca Juniors, Benfica.
Group D: Flamengo, ES Tunis, Chelsea, Leon.
Group E: River Plate, Urawa, Monterrey, Inter Milan.
Group F: Fluminense, Borussia Dortmund, Ulsan, Mamelodi Sundowns.
Group G: Manchester City, Wydad, Al Ain, Juventus.
Group H: Real Madrid, Al Hilal, Pachuca, Salzburg.
Despacito's dominance in numbers
Released: 2017
Peak chart position: No.1 in more than 47 countries, including the United States, the United Kingdom, Australia and Lebanon
Views: 5.3 billion on YouTube
Sales: With 10 million downloads in the US, Despacito became the first Latin single to receive Diamond sales certification
Streams: 1.3 billion combined audio and video by the end of 2017, making it the biggest digital hit of the year.
Awards: 17, including Record of the Year at last year’s prestigious Latin Grammy Awards, as well as five Billboard Music Awards
Fixtures (all in UAE time)
Friday
Everton v Burnley 11pm
Saturday
Bournemouth v Tottenham Hotspur 3.30pm
West Ham United v Southampton 6pm
Wolves v Fulham 6pm
Cardiff City v Crystal Palace 8.30pm
Newcastle United v Liverpool 10.45pm
Sunday
Chelsea v Watford 5pm
Huddersfield v Manchester United 5pm
Arsenal v Brighton 7.30pm
Monday
Manchester City v Leicester City 11pm