BEER MARKET DECLINE IN UK Team 10: Magda Filipska, Michal Guzik, Louise Colin, Nicolas Lamaire, Kenzie Leanerts, Ruben Geavert,
Nov 17, 2014
BEER MARKET DECLINE IN UK
Team 10:Magda Filipska, Michal Guzik, Louise Colin,Nicolas Lamaire, Kenzie Leanerts, Ruben Geavert,
1. Introduction of the case
2. Method
3. Our application
a. Procedure
b. Results
4. Weaknesess
‘The UK population drinks less since
2004’’:
‘The UK population drinks less since 2004’:
DRINKING IN PUBS BECAME
TOO EXPENSIVE
LESS SUITABLE FOR IN-HOME DRINKING
LACK OF INNOVATION
Source: Mintel report, ‘Beer – UK’, December 2011
What is the reason
for beer market
decline in UK?
HYPOTHESIS
1. Market declines because of economical crisis
2. Market declines because of healthy lifestyle of consumers
3. Market declines because of bad weather
*assumption: if people google ‘beer’, they will buy it
WHAT IS OUR METHOD ?
TRENDSPOTTING
Technique of tracking general tendencies in consumer interest and behaviour.
Use of:
OUR APPLICATION
H1: People search for „cheap beer” in times of crisis
Cheap beer
Cheap beer
Beer offers
Tesco beer Beer prices
Beer deals
Crisis
GDP Unemploy-ment rate
1) Google Trends: search for terms related with cheap beer
2) Google Public Data Explorer: indicators for crisis
3) Check correlations between crisis and cheap beer indicators
H1: People search for „cheap beer” in times of crisis
• When unemployment rate gets higher, more people search for beer offers (r=0,91)
• When unemployment rate gets higher, less people search for beer prices (r=-0,63)
• GDP is positively correlated with Google users interest in „cheap beer” (r=0,43)
H1: People search for „cheap beer” in times of crisis
cheap beer beer offers tesco beer beer deals beer prices
Unemployment rate -0,20454 0,909714 0,464214 - -0,62532
GDP 0,432173 -0,23236 0,146774 - 0,271101
H2: People are not interested in buying beer because they want to live healthy
„Healthy lifestyle” „Beer”
1) Google Trends: search for „heathy lifestyle”
2) Google Trends: search for term „beer”
3) Check correlations between beer and healthy lifestyle
H2: People are not interested in buying beer because they want to live healthy
r = -0,23
H3: People drink less beer because of bad weather
Weather
Min. temperature
Rain (mm)
Max. temperature
Sun hours
„Beer”
1) Google Trends: search for „beer”
2) Meteorological office UK: temperature, rain, sun (Oxford)
3) Select meteorological data only for summers (June – September)
4) Calculate average max. and min. temperature, sum of rain mm, sum
of sun hours for each summer (2006-2012)
5) Calculate average number of „beer” searches in each summer
6) Calculate correlations between „beer” searches and weather
indicators
H3: People drink less beer because of bad weather in summer
Max. temp Min. temp Rain (mm) Sun hours„Beer” 0,069662 0,075526 0,354535 0,299066
Summer (OXFORD) "Beer" Max temp Min temp Rain mm Sun hoursJ un - Sep 2006 83 23,525 13,3 242,1 873,6J un - Sep 2007 74 20,5 11,45 240,2 695,9J un - Sep 2008 70 20,175 12 307,8 564,1J un - Sep 2009 69 21,825 11,925 177,7 769,9J un - Sep 2010 72 21,775 11,925 251,1 676,3J un - Sep 2011 81 20,525 10,625 194,6 677,4J un - Sep 2012 84 19,9 11,75 394,9 648,1
1. Averages and sums for beer search and weather indicators
2. Correlations between „beer” and weather indicators
WEAKNESSES OF THE METHOD
• Hard to apply for FMCG• Different data sources = different time span• Noise – people search for beer also when they
mean i.e. beer festivals, beer pong, beer glasses• Data exported to excel file inconsistent with
graphs presented by Google Trends• Relative numbers instead of real number of
searches
THANK YOU!