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As AI takes on more judgment-based and autonomous tasks, human roles must adapt.
Accenture · key_messages
As AI takes on more judgment-based and autonomous tasks, human roles must adapt.
25% — customer loyalty
 Accenture M+C: Our own best credential
Accenture · case_study
Accenture M+C: Our own best credential
25-35% — time to market
 Final word: It’s not about replacement—it’s about readiness
Accenture · closing_ask
Final word: It’s not about replacement—it’s about readiness
 Spanish economic fundamentals: GDP
Deloitte · 2019 · industry_trends
Spanish economic fundamentals: GDP
2.6% — GDP YoY Variation
 E-commerce shows an unstoppable growth and presents big room for improvement.
Deloitte · 2019 · industry_trends
E-commerce shows an unstoppable growth and presents big room for improvement.
27.1% — E-commerce turnover
 Madrid average vacancy rate has increased 130 bps YoY (2017-2018) due to the large number of speculative projects in the market (125,000 sqm).
Deloitte · 2019 · kpi_dashboard
Madrid average vacancy rate has increased 130 bps YoY (2017-2018) due to the large number of speculative projects in the market (125,000 sqm).
6.5% — Vacancy Rate
 The main Industrial & Logistics areas of Madrid Region are gathered adjoining to the A2 and A4 highways axis.
Deloitte · 2019 · geographic_map
The main Industrial & Logistics areas of Madrid Region are gathered adjoining to the A2 and A4 highways axis.
 Average Catalonia Logistics Market vacancy rate has decreased -550 bps YoY (2014-2018) due to the strong increase of the demand and the lack of a quality supply.
Deloitte · 2019 · kpi_dashboard
Average Catalonia Logistics Market vacancy rate has decreased -550 bps YoY (2014-2018) due to the strong increase of the demand and the lack of a quality supply.
3.5% — Vacancy Rate
 The Roland Berger Trend Compendium 2050 focuses on stable long term developments ...
RolandBerger · 2024 · context
The Roland Berger Trend Compendium 2050 focuses on stable long term developments ...
 Beyond mere demographics, people and society are at the core of our thinking – People are on the move, rely on values and are eager to learn
RolandBerger · 2024 · section_divider
Beyond mere demographics, people and society are at the core of our thinking – People are on the move, rely on values and are eager to learn
 Population trends toward 2050 point at a myriad of changes across the globe – For continents and countries, their growth rates and age structures
RolandBerger · 2024 · industry_trends
Population trends toward 2050 point at a myriad of changes across the globe – For continents and countries, their growth rates and age structures
9.7 billion — Global population
 The rate of population growth is decreasing due to lower fertility rates – In 2050, a vast majority of the 9.7 billion will live in less developed regions
RolandBerger · 2024 · industry_trends
The rate of population growth is decreasing due to lower fertility rates – In 2050, a vast majority of the 9.7 billion will live in less developed regions
9.7 bn — Global population
 Future population growth takes place in developing countries – Population of the poorest countries is expected to grow by nearly 80% towards 2050
RolandBerger · 2024 · industry_trends
Future population growth takes place in developing countries – Population of the poorest countries is expected to grow by nearly 80% towards 2050
77.5% — Population growth
 30% of total worldwide population growth between now and 2050 is expected to take place in three countries: India, Nigeria and Pakistan
RolandBerger · 2024 · geographic_map
30% of total worldwide population growth between now and 2050 is expected to take place in three countries: India, Nigeria and Pakistan
30% — Population growth
 Over the next three decades, Africa's population will increase by more than 1.1 billion – Asia remains the world's population giant
RolandBerger · 2024 · industry_trends
Over the next three decades, Africa's population will increase by more than 1.1 billion – Asia remains the world's population giant
9,733 — Population in millions
 The global population pyramid is becoming visibly sturdier in all regions except Africa, the region with the highest share of a younger population
RolandBerger · 2024 · industry_trends
The global population pyramid is becoming visibly sturdier in all regions except Africa, the region with the highest share of a younger population
 Broadly symmetrical population pyramids only tell half the story – Some larger countries face gender ratio imbalances for some time to come
RolandBerger · 2024 · industry_trends
Broadly symmetrical population pyramids only tell half the story – Some larger countries face gender ratio imbalances for some time to come
118 — Sex ratio at birth
 By 2050, the global median age will increase by 5.3 years – Half of the world's population will be older than 36 years
RolandBerger · 2024 · industry_trends
By 2050, the global median age will increase by 5.3 years – Half of the world's population will be older than 36 years
36 — Median age
 All regions are aging, with fewer people of working age having to support more older people – Interregional differences remain significant
RolandBerger · 2024 · industry_trends
All regions are aging, with fewer people of working age having to support more older people – Interregional differences remain significant
54 — Old-age dependency ratio
 Future retirement ages will continue to rise in most countries – The pandemic is heightening the need for further retirement reforms
RolandBerger · 2024 · industry_trends
Future retirement ages will continue to rise in most countries – The pandemic is heightening the need for further retirement reforms
66.1 — Retirement age
 The number of people living in urban areas will reach unprecedented heights globally – Highest growth in Asia and Africa
RolandBerger · 2024 · industry_trends
The number of people living in urban areas will reach unprecedented heights globally – Highest growth in Asia and Africa
68% — Urban population percentage
 A closer look at selected countries reveals significant differences in the degree of urbanization
RolandBerger · 2024 · industry_trends
A closer look at selected countries reveals significant differences in the degree of urbanization
94.7% — Degree of urbanization
 Nine of the fifteen biggest urban agglomerations in 2035 will be located in Asia
RolandBerger · 2024 · geographic_map
Nine of the fifteen biggest urban agglomerations in 2035 will be located in Asia
15 — Population in millions
 Migration reflects the dynamics of people and society in the context of a multi-layered factor mix – Macro and meso drivers offer points of mediation
RolandBerger · 2024 · framework_other
Migration reflects the dynamics of people and society in the context of a multi-layered factor mix – Macro and meso drivers offer points of mediation
 Migration is a complex topic – Not every migrant has crossed a border, not every immigrant is a refugee
RolandBerger · 2024 · context
Migration is a complex topic – Not every migrant has crossed a border, not every immigrant is a refugee
323m — Migrant stock
 Northern America and Europe host the majority of interregional migrants – Within their region, Europeans migrate the most
RolandBerger · 2024 · market_landscape
Northern America and Europe host the majority of interregional migrants – Within their region, Europeans migrate the most
271.7 million — International migrants (stock)
 By origin, migrants from India lead in absolute numbers, the US remains overall top destination – Middle East countries host most in relative terms
RolandBerger · 2024 · market_landscape
By origin, migrants from India lead in absolute numbers, the US remains overall top destination – Middle East countries host most in relative terms
272 million — International migrants
 To 2050, patterns of out-of-region migration pressures towards Europe & Central Asia and North America continue, mainly from Africa & Middle East
RolandBerger · 2024 · industry_trends
To 2050, patterns of out-of-region migration pressures towards Europe & Central Asia and North America continue, mainly from Africa & Middle East
31 million — Migrant pressure
 Most people forcibly displaced abroad flee to nearby countries – Syria is a top originator of people under forced displacement, Turkey a top host
RolandBerger · 2024 · industry_trends
Most people forcibly displaced abroad flee to nearby countries – Syria is a top originator of people under forced displacement, Turkey a top host
28m — Forcibly displaced people
 International labor migrants constitute the bulk of other international migrants – Remittances highlight important aspects of a two-way flow
RolandBerger · 2024 · industry_trends
International labor migrants constitute the bulk of other international migrants – Remittances highlight important aspects of a two-way flow
164 million — Remittances
 Displaced in their own country due to conflict, violence or disaster: In 2019, the number of IDPs reached a new high of over 50 million
RolandBerger · 2024 · industry_trends
Displaced in their own country due to conflict, violence or disaster: In 2019, the number of IDPs reached a new high of over 50 million
50.8m — Number of IDPs
 Environmental displacement: By 2050, parts of Africa, Asia and Latin America could see up to 143 millions internal climate migrants
RolandBerger · 2024 · industry_trends
Environmental displacement: By 2050, parts of Africa, Asia and Latin America could see up to 143 millions internal climate migrants
143 million — internal climate migrants
 Values are fundamental to people and society – Understanding their complexity provides the basis of unity in diversity
RolandBerger · 2024 · context
Values are fundamental to people and society – Understanding their complexity provides the basis of unity in diversity
 According to the UN, everyone is entitled to all human rights and freedoms – In reality, achieving these entitlements is mixed and fraught with setbacks
RolandBerger · 2024 · context
According to the UN, everyone is entitled to all human rights and freedoms – In reality, achieving these entitlements is mixed and fraught with setbacks
 The evolution of human freedoms paints a mixed picture – How will global values be shaped in the future?
RolandBerger · 2024 · industry_trends
The evolution of human freedoms paints a mixed picture – How will global values be shaped in the future?
0.13 — Human freedom score change
 Religion is a fundamental personal freedom – All major religious groups are increasing. By 2050, Christians and Muslims will have a near equal share
RolandBerger · 2024 · industry_trends
Religion is a fundamental personal freedom – All major religious groups are increasing. By 2050, Christians and Muslims will have a near equal share
29.7% — Global population share
 UN Sustainable Development Goals 2030 are broadening the global consensus on values – A challenging blueprint for a better future for all
RolandBerger · 2024 · context
UN Sustainable Development Goals 2030 are broadening the global consensus on values – A challenging blueprint for a better future for all
 Gender inequality is a global concern: In the workplace, in every region, the gender gap remains significant – progress is slow at all levels
RolandBerger · 2024 · industry_trends
Gender inequality is a global concern: In the workplace, in every region, the gender gap remains significant – progress is slow at all levels
28% — Proportion of women in managerial positions
 Achieving gender equality or parity in political life is also far off – Developing countries now show a higher participation dynamic
RolandBerger · 2024 · industry_trends
Achieving gender equality or parity in political life is also far off – Developing countries now show a higher participation dynamic
25% — Share of women in national parliaments
 SDGs apply to everyone, everywhere promising to 'leave no one behind' – An important recognition for gender diversity and gender identity
RolandBerger · 2024 · industry_trends
SDGs apply to everyone, everywhere promising to 'leave no one behind' – An important recognition for gender diversity and gender identity
230 — Number of countries
 Educational attainment has come a long way – Staying in education longer is now the new global norm and still growing to 2050
RolandBerger · 2024 · industry_trends
Educational attainment has come a long way – Staying in education longer is now the new global norm and still growing to 2050
56% — Educational attainment share
 Share of post secondary attainment is increasing in all regions to 2050 – Regionally, educational attainment levels will still vary substantially
RolandBerger · 2024 · industry_trends
Share of post secondary attainment is increasing in all regions to 2050 – Regionally, educational attainment levels will still vary substantially
47% — Post secondary attainment share
 Globally speaking, it pays to stay in education longer – Length of education and financial prosperity correlate positively ...
RolandBerger · 2024 · analyze_data
Globally speaking, it pays to stay in education longer – Length of education and financial prosperity correlate positively ...
 ... but school closures in the wake of the COVID-19 pandemic carry long-term effects, undoing progress and paving the way for increased inequality
RolandBerger · 2024 · industry_trends
... but school closures in the wake of the COVID-19 pandemic carry long-term effects, undoing progress and paving the way for increased inequality
157 — School days lost
 By 2050, India and China are projected to have the largest higher skilled young workforce – Korea and Japan lead relative to population size
RolandBerger · 2024 · industry_trends
By 2050, India and China are projected to have the largest higher skilled young workforce – Korea and Japan lead relative to population size
38.4m — Higher skilled young workforce
 In tertiary enrolment, women have taken the lead in almost all regions
RolandBerger · 2024 · industry_trends
In tertiary enrolment, women have taken the lead in almost all regions
52% — Share of women enrolled in tertiary education
 Looking at different fields of study, the share of women and men strongly varies – In STEM subjects only around one third of graduates are women
RolandBerger · 2024 · industry_trends
Looking at different fields of study, the share of women and men strongly varies – In STEM subjects only around one third of graduates are women
35% — Share of graduates by gender
 Global student mobility is set to rise to 7 million in 2030 with flows originating mostly from lower income countries – Growth is slowing
RolandBerger · 2024 · industry_trends
Global student mobility is set to rise to 7 million in 2030 with flows originating mostly from lower income countries – Growth is slowing
7 million — International student volume
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