The document discusses a study on CEO activism which found that Millennials have higher awareness of and support for CEOs speaking out on controversial issues compared to older generations. Millennials are more likely to believe CEOs have an obligation to take stands, more favorable toward CEOs who do, and more likely to engage in actions that support companies whose CEOs agree with. The expectations of Millennials as the next generation of leaders mean CEO activism is an important dynamic for companies to navigate.
Weber Shandwick, in partnership with KRC Research, released CEO Activism in 2017: High Noon in the C-Suite. The survey of American adults gauges attitudes toward the trend of chief executive officers (CEOs) speaking out on hot-button societal topics, revealing stark generational differences when it comes to perspectives on CEO activism.
Weber Shandwick, in partnership with KRC Research, released CEO Activism in 2018: The Purposeful CEO. This survey is the third installment of Weber Shandwick’s CEO activism series, following The Dawn of CEO Activism (2016) and High Noon in the C-Suite (2017). This year’s report finds that nearly eight in 10 consumers (77 percent) agree that CEOs need to speak out when their company’s values are violated or threatened.
Weber Shandwick, in partnership with KRC Research, released CEO Activism: The Tech Effect, a follow-up to The Purposeful CEO from earlier this year. The Tech Effect surveyed technology professionals such as software/application developers and software engineers in seven global markets: Brazil, Canada, China, India, Mexico, the UK and the U.S.
The latest edition of Civility in America, an annual poll conducted by Weber Shandwick and Powell Tate, with KRC Research, finds that with uncivil behavior on the rise, Americans are finding that one place that can provide refuge from society’s increasingly pervasive and offensive behavior and language is the workplace
CEO Activism: Inside Comms & Marketing - InfographicWeber Shandwick
CEOs are increasingly speaking out publicly and taking stands on controversial issues. To understand how executives perceive their own CEOs’ activism and whether organizations are prepared to respond to hot-button issues, Weber Shandwick partnered with KRC Research to survey 500 communications and marketing executives in the US (300), UK (100) and China (100).
Weber Shandwick, in partnership with KRC Research, released CEO Activism: Inside Comms & Marketing, the third report issued in the 2018 annual CEO Activism poll conducted by Weber Shandwick in partnership with KRC Research. The latest research is a survey of communications and marketing executives in the US, UK and China and finds that CEO activism is squarely on the corporate agenda and reaps reputational rewards.
Civility in America 2018: Civility at Work and in Our Public SquaresWeber Shandwick
Weber Shandwick and Powell Tate, in partnership with KRC Research, have conducted Civility in America: A Nationwide Survey annually since 2010. View the full report at http://bit.ly/2t5SxE2
Weber Shandwick, in partnership with KRC Research, released CEO Activism in 2017: High Noon in the C-Suite. The survey of American adults gauges attitudes toward the trend of chief executive officers (CEOs) speaking out on hot-button societal topics, revealing stark generational differences when it comes to perspectives on CEO activism.
Weber Shandwick, in partnership with KRC Research, released CEO Activism in 2018: The Purposeful CEO. This survey is the third installment of Weber Shandwick’s CEO activism series, following The Dawn of CEO Activism (2016) and High Noon in the C-Suite (2017). This year’s report finds that nearly eight in 10 consumers (77 percent) agree that CEOs need to speak out when their company’s values are violated or threatened.
Weber Shandwick, in partnership with KRC Research, released CEO Activism: The Tech Effect, a follow-up to The Purposeful CEO from earlier this year. The Tech Effect surveyed technology professionals such as software/application developers and software engineers in seven global markets: Brazil, Canada, China, India, Mexico, the UK and the U.S.
The latest edition of Civility in America, an annual poll conducted by Weber Shandwick and Powell Tate, with KRC Research, finds that with uncivil behavior on the rise, Americans are finding that one place that can provide refuge from society’s increasingly pervasive and offensive behavior and language is the workplace
CEO Activism: Inside Comms & Marketing - InfographicWeber Shandwick
CEOs are increasingly speaking out publicly and taking stands on controversial issues. To understand how executives perceive their own CEOs’ activism and whether organizations are prepared to respond to hot-button issues, Weber Shandwick partnered with KRC Research to survey 500 communications and marketing executives in the US (300), UK (100) and China (100).
Weber Shandwick, in partnership with KRC Research, released CEO Activism: Inside Comms & Marketing, the third report issued in the 2018 annual CEO Activism poll conducted by Weber Shandwick in partnership with KRC Research. The latest research is a survey of communications and marketing executives in the US, UK and China and finds that CEO activism is squarely on the corporate agenda and reaps reputational rewards.
Civility in America 2018: Civility at Work and in Our Public SquaresWeber Shandwick
Weber Shandwick and Powell Tate, in partnership with KRC Research, have conducted Civility in America: A Nationwide Survey annually since 2010. View the full report at http://bit.ly/2t5SxE2
Weber Shandwick, in partnership with KRC Research, has released Employee Activism in the Age of Purpose: Employees (UP)Rising, as an expansion upon Weber’s extensive work on corporate activism.
The latest installment of Civility in America, an annual poll conducted by Weber Shandwick and Powell Tate, in partnership with KRC Research, once again finds that the majority of Americans perceive incivility to be a problem in our society.
2017 Edelman Trust Barometer - California ResultsEdelman
For 17 years, the Edelman Trust Barometer has measured trust in institutions including business, media, NGOs and government. View the California Trust survey results.
Read the full global results at www.edelman.com/trust2017
Weber Shandwick, in partnership with Spencer Stuart, released The Rising CCO VI. The survey, now in its sixth year, explores how chief communications officers (CCOs) from North America, Europe, Asia Pacific and Latin America expect their responsibilities to evolve over time in a rapidly changing world.
On October 31 and November 1, 2017, Google, Twitter and Facebook sent their general counsels to testify before House and Senate intelligence committees to answer questions about the role their platforms played in the dissemination of Russian-instigated disinformation designed to disrupt the 2016 U.S. presidential election.
In the days immediately after the hearings, Edelman fielded a flash poll among the U.S. general population. The survey examined the various definitions people have for fake news, the role people believe social platforms play in disseminating fake news, and whether the social platforms require more oversight and regulation.
There is no magic formula to building trust among food and beverage industry stakeholders, but there are actions individual companies and organizations can take to establish and maintain trust in this environment. This year, Edelman’s 2016 TRUST BAROMETER offers a five-step recipe for increasing trust levels in food and beverage.
Edelman Trust Barometer Special Flash Poll - Mexico’s Trust ChallengesEdelman
Edelman Trust Barometer Special Flash Poll on Mexico’s Trust Challenges — the U.S. Perspective — conducted in mid-November in the U.S. of 1,000 people in the general population 18 years and older.
The findings provide important context on the bilateral relationship as NAFTA negotiations come to the finish line and Mexico begins its presidential campaign.
With business poised to continue investing in efficiency and environmental responsibility, is there a chance that this move sets the stage for more win-win solutions, bridging the perceived gaps on energy and the environment?
Read more here: http://edl.mn/2sJy6eh
PR disasters! Is social media the problem...or the solution?Bob Pickard
Just about everything that famously goes wrong is now called a 'PR disaster'. What can we do to deal with this new form of digital PR disruption? This presentation was delivered in Canada but includes global cases and international insights.
The findings of the 2017 Trust Barometer help explain provide a roadmap for understanding the forces shaping these movements and events, the shifts in influence and power as the tide of populist action sweeps across many western-style democracies around the world.
Explore Trust in Technology: www.edelman.com/trust2017
Public opinion poll on PR disasters and social mediaBob Pickard
Real and perceived PR disasters have become all the rage and they are happening in a famous way almost every day. This new study by Signal Leadership Communication Inc. (conducted by its partner company Nanos Research) points to the public's belief that social media is causing the problem of PR disasters, and that communicating on social media is the best solution.
Earned Brand 2016 - U.S. Multicultural ReportEdelman
The 2016 EARNED BRAND study is a global online survey of 13,000 consumers in 13 countries that examines the consumer-brand relationship across 18 brand categories.
We are excited to share Edelman’s first-ever, Multicultural Earned Brand report.
2017 Edelman Trust Barometer - Canadian ResultsEdelman
The Canadian data this year Edelman Trust Barometer uncovers some very worrying trends that we ignore at our peril. And this is true whether you hail from a business, the government or the media.
Take a look at the results of this year’s Trust Barometer in Canada.
This presentation offers highlights from the 2017 Women in the Workplace report by McKinsey & Company and LeanIn.org with solutions companies can take to foster gender equality.
https://womenintheworkplace.com/
This year, the Edelman Trust Barometer asked about the importance and performance of several behaviors regarding the financial services industry. The gaps shown in this graphic detail the divide in behaviors of financial services companies, including contributing to the greater good and effectively representing interests of all stakeholders.
Explore the results for more: www.edelman.com/trust2017
Weber Shandwick, in partnership with KRC Research, has released Employee Activism in the Age of Purpose: Employees (UP)Rising, as an expansion upon Weber’s extensive work on corporate activism.
The latest installment of Civility in America, an annual poll conducted by Weber Shandwick and Powell Tate, in partnership with KRC Research, once again finds that the majority of Americans perceive incivility to be a problem in our society.
2017 Edelman Trust Barometer - California ResultsEdelman
For 17 years, the Edelman Trust Barometer has measured trust in institutions including business, media, NGOs and government. View the California Trust survey results.
Read the full global results at www.edelman.com/trust2017
Weber Shandwick, in partnership with Spencer Stuart, released The Rising CCO VI. The survey, now in its sixth year, explores how chief communications officers (CCOs) from North America, Europe, Asia Pacific and Latin America expect their responsibilities to evolve over time in a rapidly changing world.
On October 31 and November 1, 2017, Google, Twitter and Facebook sent their general counsels to testify before House and Senate intelligence committees to answer questions about the role their platforms played in the dissemination of Russian-instigated disinformation designed to disrupt the 2016 U.S. presidential election.
In the days immediately after the hearings, Edelman fielded a flash poll among the U.S. general population. The survey examined the various definitions people have for fake news, the role people believe social platforms play in disseminating fake news, and whether the social platforms require more oversight and regulation.
There is no magic formula to building trust among food and beverage industry stakeholders, but there are actions individual companies and organizations can take to establish and maintain trust in this environment. This year, Edelman’s 2016 TRUST BAROMETER offers a five-step recipe for increasing trust levels in food and beverage.
Edelman Trust Barometer Special Flash Poll - Mexico’s Trust ChallengesEdelman
Edelman Trust Barometer Special Flash Poll on Mexico’s Trust Challenges — the U.S. Perspective — conducted in mid-November in the U.S. of 1,000 people in the general population 18 years and older.
The findings provide important context on the bilateral relationship as NAFTA negotiations come to the finish line and Mexico begins its presidential campaign.
With business poised to continue investing in efficiency and environmental responsibility, is there a chance that this move sets the stage for more win-win solutions, bridging the perceived gaps on energy and the environment?
Read more here: http://edl.mn/2sJy6eh
PR disasters! Is social media the problem...or the solution?Bob Pickard
Just about everything that famously goes wrong is now called a 'PR disaster'. What can we do to deal with this new form of digital PR disruption? This presentation was delivered in Canada but includes global cases and international insights.
The findings of the 2017 Trust Barometer help explain provide a roadmap for understanding the forces shaping these movements and events, the shifts in influence and power as the tide of populist action sweeps across many western-style democracies around the world.
Explore Trust in Technology: www.edelman.com/trust2017
Public opinion poll on PR disasters and social mediaBob Pickard
Real and perceived PR disasters have become all the rage and they are happening in a famous way almost every day. This new study by Signal Leadership Communication Inc. (conducted by its partner company Nanos Research) points to the public's belief that social media is causing the problem of PR disasters, and that communicating on social media is the best solution.
Earned Brand 2016 - U.S. Multicultural ReportEdelman
The 2016 EARNED BRAND study is a global online survey of 13,000 consumers in 13 countries that examines the consumer-brand relationship across 18 brand categories.
We are excited to share Edelman’s first-ever, Multicultural Earned Brand report.
2017 Edelman Trust Barometer - Canadian ResultsEdelman
The Canadian data this year Edelman Trust Barometer uncovers some very worrying trends that we ignore at our peril. And this is true whether you hail from a business, the government or the media.
Take a look at the results of this year’s Trust Barometer in Canada.
This presentation offers highlights from the 2017 Women in the Workplace report by McKinsey & Company and LeanIn.org with solutions companies can take to foster gender equality.
https://womenintheworkplace.com/
This year, the Edelman Trust Barometer asked about the importance and performance of several behaviors regarding the financial services industry. The gaps shown in this graphic detail the divide in behaviors of financial services companies, including contributing to the greater good and effectively representing interests of all stakeholders.
Explore the results for more: www.edelman.com/trust2017
Dois terços dos Millennials desejam deixar até 2020 as organizações onde trabalham atualmente. As empresas devem ajustar-se às melhores formas de fomentar a lealdade dos Millennials, sob o risco de perderem uma elevada percentagem da sua força de trabalho.
In the fifth annual Millennial Survey, Deloitte uncovers what tomorrow’s leaders think of business today. With two-thirds of Millennials expressing a desire to leave their organization by 2020, businesses must adjust how they nurture loyalty among these young leaders. http://www2.deloitte.com/global/en/pages/about-deloitte/articles/millennialsurvey.html
By David F. Larcker, Brian Tayan, CGRI Survey Series. Corporate Governance Research Initiative, Stanford Rock Center for Corporate Governance, October 2018
In summer and fall 2018, the Rock Center for Corporate Governance at Stanford University conducted a nationwide survey of 3,544 individuals — representative by gender, race, age, household income, and state residence — to understand how the American public views CEOs who take public positions on environmental, social, and political issues.
“We find that the public is highly divided about CEOs who take vocal positions on social, environmental, or political issues,” says Professor David F. Larcker, Stanford Graduate School of Business. “While some applaud CEOs who speak up, others strongly disapprove. The divergence in opinions is striking. CEOs who take public positions on specific issues might build loyalty with their employees or customers, but these same positions can inadvertently alienate important segments of those populations. The cost of CEO activism might be higher than many CEOs, companies, or boards realize.”
“Hot-button issues are hot for a reason,” adds Brian Tayan, researcher at Stanford Graduate School of Business. “Interestingly, people are much more likely to think of products they have stopped using than products they have started using because of a position the CEO took on a public issue. When consumers don’t like what they hear, they react the best way they know how to: by closing their wallets.”
Infografia Estudio de Percepciones: CNBC y Burson-Marsteller Corporate Percep...B-M Latam
CNBC, cadena líder de televisión en Estados Unidos y Burson-Marsteller, la empresa líder en comunicaciones estratégicas en el mundo, revelaron los resultados del estudio denominado CNBC/Burson-Marsteller Corporate Perception Indicator: A Global Survey from Main Street to the Executive Suite. De manera exclusiva la empresa de investigación de mercado Penn Schoen Berland encuestó a más de 25.000 personas y a unos 1.800 ejecutivos de empresas en 25 países del mundo, acerca de los roles y responsabilidades de las corporaciones en la sociedad y su contribución a la economía.
The Deloitte Global Millennial Survey 2019 talked about how societal discord and technological transformation created a generation disruption. See More : https://www2.deloitte.com/in/en.html
Social Media Today produced this online survey of 347 industry members, as well as interviewing four key individuals who self-identify as social change agents. It was inspired by Susan Scrupski’s pioneering work starting in 2009 with The 2.0 Adoption Council, which led to the founding of Change Agents Worldwide, a network of forward-thinking social champions around the world.
The survey focused on the impact a social skill set has on individual career performance and options. These skills include collaborative and network technologies, storytelling, crowd-sourcing across geographies and companies, as well as personal values placed on transparency and authenticity.
The Social Consumer, study explores the factors that inform, impact and shape trust, loyalty and preferences of the digitally connected consumer.
In this study, we tested the belief that brands which can tap into emotions about and awareness of their values (human/social) are most likely to inspire positive action and loyalty from consumers.
Our view is that the super-connectedness of global communications has challenged how companies interact, engage and maintain relevance and trust with their key audiences and the public-at-large. As such, the reputation of a company is no longer defined by what they “report” or what they “say” they stand for. Instead, they are increasingly defined by the shared opinions and experiences of socially-connected consumers.
The findings reflect a number of surprising and validating insights, informed by surveys completed by 927 respondents mostly from the U.S. with about 10 percent from rest-of-world with great distribution and balance across age and gender.
Ned’s Job of the Week (JOTW) newsletter and Sword and the Script Media conducted the fourth annual JOTW Strategic Communications Survey to understand trends in the field of communications. About 300 professionals took the survey: 97% of respondents are based in the U.S.; 88% report having 11 or more years of experience; 62% of respondents are in-house communicators; and respondents come from more than a dozen different industries. Detailed demographics are included at the end.
What does it take to be a change agent? This study focused on the skill sets required to effect change in large organizations. It also measured individual career performance and options for career growth in this role.
The Future of Business Citizenship - People's Insights MagazineMSL
For our global research study, The Future of Business Citizenship, we surveyed 8,000 young people in 17 countries. Our findings confirm that Millennials have high expectations from business and add an insightful layer to our observations around this generation, with real implications for brands and corporations.
MSLGROUP's global team of corporate and brand citizenship experts dive deep into the results of our study and outline what Millennials value as individuals and what they expect from businesses. The Future of Business Citizenship is part of MSLGROUP's People's Insights project that crowd-sources insights and foresights from MSLGROUP experts.
We hope you enjoy reading this comprehensive report and invite you to share your feedback and tips with us @PeoplesLab or you can reach out to us on Twitter @msl_group.
MSLGROUPs latest survey of 8,000 Millennials across 17 countries reveals that they feel very differently from preceding generations about businesses’ roles in dealing with the world’s greatest challenges.
For multinational companies, business as usual no longer exists. As the world fought to contain the COVID-19 pandemic in 2020, the outlines of a less visible battle came into focus around the world: a new era of Great Power Competition whose consequences will endure long after the virus is eliminated.
United Minds’ Forward to Work: Designing the Employee Experience of the FutureWeber Shandwick
In our sixth session, “Designing the Employee Experience of the Future,” TIAA's Chief Associate Experience & Employee Relations Officer Andy Habenicht and Chief Talent Management Officer Josh Greenwald discussed their journey to becoming an employee-centric organization, including:
- The importance of focusing on employee experience
- Changing expectations in today’s environment
- Considerations to inform planning
Please visit our website for more information: http://unitedmindsglobal.com.
United Minds’ Forward to Work: Leadership in Uncertain TimesWeber Shandwick
United Minds’ Forward to Work: Perspectives to Guide Re-entry webinar series explores different considerations for people, culture, and change leaders managing the return to work.
In our fourth session, “Leading in Uncertain Times,” former Chief Human Resources Officer of State Street Capital Alison Quirk and President of United Minds Kate Bullinger discussed:
- The leadership challenge before us
- Profile of a leader in these uncertain times
- What employees need from leadership now
- Preparing leaders for re-entry
- Seizing the long-term reinvention opportunity
Please visit our website for more information: http://unitedmindsglobal.com.
United Minds’ Forward to Work: Fostering Workplace InclusionWeber Shandwick
United Minds’ Forward to Work: Perspectives to Guide Re-entry webinar series explores different considerations for people, culture, and change leaders managing the return to work.
In our fourth session, “Fostering Workplace Inclusion in Challenging Times,” Chief Inclusion & Diversity Officer at CMG Margenett Moore-Roberts, and SVP of Diversity & Inclusion at United Minds Tai Wingfield discussed:
- How recent events have impacted diverse populations
- How workplaces have become more and less inclusive
- Measures to meet the moment
- Redesigning for the long term
Please visit our website for more information: http://unitedmindsglobal.com.
United Minds’ Forward to Work: Understanding Treatments and VaccinesWeber Shandwick
United Minds’ Forward to Work: Perspectives to Guide Re-entry webinar series explores different considerations for people, culture, and change leaders managing the return to work.
In our second session, “Understanding Treatment and Vaccines,” Duke University Professor of Global Health Dr. Mike Merson and Global Director of Element Scientific Communications Dr. Frank Orrico discussed:
• Mitigation and containment
• Blunting impact with treatments
• Vaccines as the key to normalcy
• Implications for businesses
Please visit our website for more information: http://unitedmindsglobal.com.
United Minds’ Forward to Work: Navigating Government GuidelinesWeber Shandwick
United Minds’ Forward to Work: Perspectives to Guide Re-entry webinar series explores different considerations for people, culture, and change leaders managing the return to work.
In our first session, “Navigating Government Guidelines,” President of Global Public Affairs for Weber Shandwick Pam Jenkins and Executive Vice President of United Minds Anthea Hoyle discussed:
- The political lens through which leaders and citizens are viewing the COVID-19 crisis
- The challenges of conflicting guidance from local, state and federal government and how organizations are balancing government guidance with business needs
- The ways in which this crisis has changed the expectations of employers from both their people and their customers
Please visit our website for more information: http://unitedmindsglobal.com
A recent KRC Research poll of American employees and consumers explores perceptions around the corporate response to COVID-19, as well as implications for the workplace as companies navigate the re-entry phase. The results suggest effective, consistent communications, an emphasis on employee safety and a commitment to corporate values will all play a key role in navigating the recovery phase.
This year’s edition highlights five critical trends for communicators in the next 12-18 months. Each is brought to life with real-world examples, implications for businesses and a carefully curated selection of classes from innovative institutions worldwide.
The Study Guide is designed as both a primer and a resource to allow for deep-dives. We hope it piques your curiosity and gives you fluency in new elements of modern media and communications.
Lydia Lee, President, Weber Shandwick China, shares more on the experience of managing COVID-19 for our offices in China as well as how we advised companies on communicating across the three stages: outbreak, quarantine and recovery.
Chief Diversity Officers Today: Paving the Way for Diversity & Inclusion SuccessWeber Shandwick
This workplace diversity and inclusion survey, conducted among D&I professionals at high revenue companies in the U.S., focuses on the best practices of D&I functions that are well-aligned with the overall business strategy of the company and the roles, responsibilities, and challenges facing today's Chief Diversity Officers (CDOs).
The State of Corporate Reputation in 2020: Everything Matters NowWeber Shandwick
This new survey was conducted among executives from 22 markets worldwide and examines what drives a company’s reputation, why it is important to be highly regarded and the benefits that come with having a strong corporate reputation.
In partnership with Weber Shandwick, KRC Research conducted 23 in-depth, guided, qualitative interviews among C-level and other top executives to understand the challenges and opportunities of doing business in disruptive times.
The Great American Search for Healthcare InformationWeber Shandwick
Weber Shandwick, in partnership with KRC Research, released The Great American Search for Healthcare Information, a survey of 1,700 American adults. The research focuses on Healthcare Information Seekers, or those who look for health-related information at least once a year.
Civility in America 2018 - Fast Facts Civility in AmericaWeber Shandwick
Weber Shandwick and Powell Tate, in partnership with KRC Research, have conducted Civility in America: A Nationwide Survey annually since 2010. Read 8 top-line findings from the research.
Report from the Buy Side: The Power of Intangible Factors on Investment Decis...Weber Shandwick
Weber Shandwick, in partnership with KRC Research, conducted a survey among buy-side investors in the U.S. to determine what influences buy-side investors’ valuation perceptions and investment decisions.
Millennials@Work: Perspectives on Diversity & Inclusion Weber Shandwick
In this new study, co-sponsored by the Institute for Public Relations (IPR) and Weber Shandwick, we wanted to find out what the three generations currently in the workforce – Millennials (ages 18-35), Gen Xers (36-51) and Boomers (52-70) – think about diversity and inclusion at their workplaces. In an online survey by KRC Research, 1,002 adults were interviewed, including 634 employed respondents.
What is firebell? Read to find out more about how our proprietary, award-winning crisis simulation software and training session can help your organization.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
2. Increasingly, CEOs are speaking out publicly and taking stands
on controversial issues. For example, CEOs have spoken up
about social, political and environmental issues, such as climate
change, income fairness, same-sex marriage, immigration, gun
control and discrimination.
2
CEO Activism in 2017: High Noon in the C-Suite is the second
annual nationwide poll conducted by Weber Shandwick in
partnership with KRC Research about CEO activism, an
evolving dynamic in which some chief executive officers have
spoken out publicly on controversial issues. We surveyed Americans to provide companies with insights
into how the public expects business leaders to respond to hot-button issues of the day. This study
follows The Dawn of CEO Activism, a 2016 study that identified the risks and rewards for companies
when their chief executives speak out on contentious issues.
3. 3
Over the past 12 months, the climate in the
United States has changed dramatically as
business and policy have intersected more
deeply than ever before. Navigating how to
communicate a company’s point of view in this
environment is becoming increasingly complex
and important. Future generations will only pay
closer attention to how companies
communicate around their values when it comes
to deciding where to work or who to purchase
from.
Andy Polansky, CEO,
Weber Shandwick
4. 4
Weber Shandwick partnered with KRC Research in March and April 2017 to
conduct an online survey of 1,021 U.S. adults 18 years of age and older,
representing the general population of America. It is the second annual wave
of our CEO Activism research.
For analysis purposes, and to gain critical insights for
this report, we segmented this general population
sample by generation, defined as follows:
• Millennials: ages 18–36 (n=349)
• Gen Xers: ages 37–52 (n=263)
• Boomers: ages 53–71 (n=341)
5. 5
Looking at the American public overall, perspectives on CEO activism have not changed dramatically since
2016. That, however, is a surface finding: We found unmistakable signs generationally that cannot be
ignored by business leaders.
Compared to older generations, Millennial Americans are:
• More aware of and favorable toward CEO activism
• More likely to believe that CEOs should speak up on hot-button issues and think CEOs are more
responsible to do so today than they used to be. They also recognize that there is a cost to CEOs
remaining silent
• More likely to take action when CEOs speak up on controversial issues and to buy from companies if they
agree with the CEO’s stance
• More likely to increase allegiance to own company if their CEO speaks up
• More likely to see value in developing government relations in order to make their opinions known on hot
button issues
This report focuses on the impact Millennials will continue to make on the rising tide of CEO activism.
6. 48% of Millennials are aware of CEO activism, a higher level of awareness than one year ago and significantly higher
than that of older generations.
6
Total Americans
Millennials
2016
2017
2016
2017
Significantly higher than other generations
7. 35% of Americans believe CEOs have a responsibility to speak up about issues that are important to society.
This support surges among Millennials to nearly half (47%).
7
Total Americans
Millennials
Not Sure No Yes Significantly higher than other generations
8. 56% of Millennials, significantly more so than older generations, believe CEOs have a greater obligation to speak out
on issues than ever before.
8
Significantly higher than other generations
9. 42% of Millennials have a more favorable than unfavorable opinion (20%) of CEOs who take public positions.
This positive sentiment has risen over the past year.
9
Don’t know Does not make a difference Less favorable More favorable
Total Americans
Millennials
2016
2017
2016
2017
10. Millennials perceive risks to companies when CEOs DO NOT speak out on hotly debated current issues.
10
47%
30%
26%
21%
21%
21%
14%
14%
12%
9%
39%
55%
33%
30%
25%
23%
24%
23%
18%
19%
13%
25%
Criticism (net)
Criticism from the media
Criticism from customers
Criticism from employees
Decline in company sales
Boycotts
Company could be hurt financially
Potential job candidates not applying to work at the company
Employees quitting
Criticism from the government
Don’t know
Total Americans Millennials Significantly higher than other generations
11. 51% of Millennials would be more likely to buy from a company led by a CEO who speaks out on an issue they
agree with. This rate has increased since 2016 (46%).
11
Total Americans
Millennials
2016
2017
2016
2017
Don’t know Would not make a difference Less likely More likely
12. 74% of Millennials who are aware of CEO activism have taken some action based on a CEO’s stance on an
issue. They are most likely to have discussed the stance with others.
12
Any action (net) 66% 74%
Decided not to buy from or boycotted the company 28% 17%
Talked about the CEO's stance with friends/family 25% 26% (#1)
Decided to buy more from the company 18% 21% (#3)
Talked about the CEO's stance with coworkers 13% 23% (#2)
Signed a petition addressed to the CEO or company 13% 17%
Posted negatively about the CEO or company on social media 12% 17%
Posted positively about the company on social media 9% 13%
Joined a protest against the CEO or company 9% 14%
Contacted the company to share opinion 9% 15%
Made a decision to buy that company's stock 8% 14%
Significantly higher than other generations
13. Nearly twice as many Millennials as average Americans express increased loyalty to their organization if their
CEO took a public position on a hotly debated current issue.
13
Total Americans
Millennials
Don’t know Would not make
a difference
Would decrease
loyalty to
organization
Would increase
loyalty to organization
Significantly higher than other generations
14. Half of Millennials (49%) agree that CEOs have a responsibility to meet with government officials to share
their opinions on issues that are important to society.
14
Total Americans
Millennials
Not Sure Disagree Agree
15. Like Americans overall, Millennials feel most strongly that CEOs should voice opinions on jobs/skills training and
equal pay. However, they are more likely than older generations to think CEOs should also speak up about societal
issues, particularly LBGT rights and gun control.
15
70%
67%
62% 61%
48%
37%
34% 32%
29%
26% 26%
68%
63%
56%
61%
52%
43%
38% 38% 37%
34%
30%
Total Americans Millennials
Job/skills
training
Equal pay in
the workplace
Healthcare
coverage
Maternity/
paternity leave
Gender
equality
Race
relations
Climate
change
Immigration LGBT
rights
Gun Control Refugees
Significantly higher than other generations
SOCIAL ISSUESWORKPLACE ISSUES
16. 16
Recognize the growing prevalence of CEO
activism and Millennials’ expectations of
this evolving dynamic.
Firmly establish a link between the issue
and the company’s values and business.
Acknowledge the slippery generational
slope. Millennials are the next generation
of leadership.
Strongly consider employees who may
disagree.
Discuss the pros and cons with the board.
Estimate the price of silence. Millennials
are watching closely.
17. 17
Fully commit time and resources. Price tag
of CEO activism is high.
Look in the mirror. Make sure there are no
skeletons in the closet related to the issue
that the CEO is speaking up about.
Find partners to gather momentum.
Strength in numbers.
Consider the channels, messages and
tone of voice used.
Have a crisis preparedness plan for a
potential social media firestorm.
Develop a thick skin. Expect the pitchforks
to come out.
18. For more information about CEO Activism in 2017: High Noon in the C-Suite, please contact:
18
Micho Spring
Global Corporate Practice Chair
Weber Shandwick
mspring@webershandwick.com
Leslie Gaines-Ross
Chief Reputation Strategist
Weber Shandwick
lgaines-ross@webershandwick.com
Editor's Notes
Online omnibus survey of 1,021 U.S. adults ages 18 and older
Sample includes:
- 345 Millennials (18-36) n=349
- 259 Gen Xers (37-52) n=263
- 348 Boomers (53-71) n=341
Fielded March 30-April 2, 2017
Data weighted by five variables (age, gender, geographic region, race and education) to ensure reliable and accurate representation of the total U.S. population, 18 years of age and older.