Big Data: Make Every Voice Count

By Michael Etter.

How do we determine if an organization behaves in a socially acceptable way? This question is highly relevant and not easy to answer. If we want to hold organizations accountable for their actions, we need to know what the norms are, against which we measure organizational behaviour. But how do we define these norms? And how do we make sure to include a variety of experiences, opinions, expectations, and values, when judging organizational behaviour? In a recently published article, my colleagues and I argue that social media and big data analytics might provide us with a possible answer to these questions.

When assessing the social acceptance of organizations, researchers typically consult one of three sources that make judgments about organizations visible: News media, accreditation bodies, and survey-based rankings. While well established in the academic literature, these sources are limited in their ability to account for the heterogeneity of norms and values of post-modern societies. In the following I will explain why.

Institutional evaluators represent homogenous norms and particular agendas

There is a general agreement that news media influence and reflect the public perception of acceptable corporate behaviour. As institutional evaluators news media are crucial for the identification and evaluation of organizational conduct and – even more so – misconduct. News media can therefore be seen as a public forum, where socially acceptable behaviour is constantly negotiated and defined. However, we have to remind ourselves that only a few privileged actors can actively participate and shape this forum. In fact, the possibilities for most citizens to express their experiences, views, and opinions in news media are limited.

Furthermore, news media only report certain events about certain organizations, while leaving others untouched. Indeed, the complex process of news production is determined by several selection processes, editorial routines, professional norms, and institutional constrains that substantially influence the expression and negotiation of judgments about organizations. For these reasons news media give only limited indication for the heterogeneity of experiences, opinions, values, and norms of wider parts of society.Accreditation bodies are a second source that gives indication, if organizations behave in a socially acceptable way. Accreditation bodies define the norms and standards, according to which organizations should conduct their business. If corporations fail to meet these standards, they are visibly downgraded, delisted, or otherwise sanctioned.

The judgments of organizational behaviour by accreditation bodies are typically based on balanced evaluation criteria that are established by experts. From a critical point of view, however, it can be argued that these judgments only partly represent the views of a wide array of civil society actors. In fact, even if standards include the inputs from certain stakeholder groups, these groups will represent merely their own agendas. As a result, again, accreditation bodies give only limited indication for the multifaceted expectations, opinions, views, and experiences of ordinary citizens.

Finally, researchers have used survey based measures to assess the public perception of corporate behaviour. Surveys can provide a representative picture about the opinions of certain societal groups. Nevertheless, surveys face several methodological challenges, such as social desirability bias or lacking knowledge about certain organizations. Furthermore, predefined evaluation criteria run the risk to miss or overemphasise certain aspects of organizational behaviour. This means, again, that survey based measures give only limited indication for the expectations, opinions, views, and experiences of ordinary citizens.

The value(s) of digital finger-pointing

Now, can social media provide a solution for these shortcomings? We believe that social media can at least complement the picture. In our article, we discuss how social media can give a more direct and inclusive access to a plurality of voices and opinions of ordinary citizens. This is the case, because social media are increasingly used by a variety of civil society actors to express their views, interpretations, and experiences.

Obviously, the expression and negotiation of judgments in social media are subject to various selection biases and power dynamics. Recent attention has been paid to “echo chambers”, where the plurality and negotiation of opinions are distorted, because everybody seems to have the same opinion and talking about the same topic. These filter bubbles form, because individuals tend to connect and surround themselves with individuals who have similar views. Technological filters and algorithms have further magnified the effects of these filter bubbles. Other biases are related to varying use of social media, self-censorship, and the tendency to promote a desirable self-image, which leads to selective behaviour when voicing opinions. Nevertheless, we argue that the voiced opinions and views substantially shape the ongoing discussions and give insights into a diversity of concerns and (niche-) conversations that need our attention.

Finally, one can argue that the expression and negotiation of judgments in social media is highly influenced by news media. However, recent developments in the political arena, such as the unexpected election of Donald Trump or Brexit, have shown that traditional news media are not always a good indicator for the opinions of large parts of society.

We therefore deem it valuable to include the digital finger-pointing in social media, when assessing the judgements about organizational behaviour. With new tools of big data analytics we can access and include every single opinion from the millions of public voices and therefore account for a large heterogeneity of norms, values, expectations, and experiences.


Michael Etter, PhD, is a Marie Curie Research Fellow at Cass Business School, City University London.

Pic by Ky, Flickr

The Task At Hand: Facing a Trump America

The following post by American CBS MBA student Wynne Lewis is an accompanying piece she wrote recently for the Financial Times’ MBA Blog.

Titled “Case for responsible business post Trump and Brexit shocks“, Wynne spoke to the shocks of the recent inauguration of Mr. Trump in the U.S. and the vote for Brexit in the UK. She argues that these events are creating many setbacks to the strides we have taken recently in favour of human rights and combating climate change. But they are also catalysts for positive change for the individuals who are fired up and ready to go stand up for what matters most – for example by contributing to a more sustainable economy by founding your own venture.

Read the full post on the FT MBA Blog.

In her latest piece on the CBS MBA blog, she now offers a little bit of inspiration to get you started with making a change.


By Wynne Lewis.

As Eleanor Roosevelt once said,

“You gain strength, courage, and confidence by every experience in which you really stop to look fear in the face. You must do the thing you think you cannot do.”

We fear regression, but there is much we can do.

I spoke with my classmates (representative of countries from all around the world), my professors, and visiting speakers and here is a little bit of inspiration to get you started.

For Employers / Employees:

  • Recognise the power of business. Do not be ignorant to your own influence. There is no such thing as an a-political corporation in the polarised climate under which we are operating today. Every decision must be intentional.
  • Create meaningful working class jobs. If your consumers are voting pro-nationalism, are they willing to pay a higher price for locally sourced products? Can you source your products or raw materials locally? Can you conduct market research to prove your case to investors? There may even be a risk management case to make for keeping the supply chain close for better transparency.
  • Treat your employees with respect and invest in their development. Look at the most recently hired/promoted people at your company. Are they a diverse group? Are you promoting from within? If not, chances are good that some of your talent is falling through the cracks or not being developed. It may not be intentional, but you can become aware of it and take strides to be sure you are capitalizing on your best resource – your employees.
  • If you have employees who may feel marginalised or unsafe in the current social climate sparked by the election, reach out and check-in with them. Do they feel safe in their commute to work? (This has been very relevant for many of my friends living in New York, so it is worth asking.) Is there anything you can do to help? Has the office climate changed at all for them? It is important that they are able to focus on doing a good job without feeling marginalised or harassed at work. Keep tabs on this. If handled with care, you will foster the establishment of a strong working environment and retain your talented minority (women included) workers.
  • Look for business opportunities. What was the change you were hoping for? Is there a gap in products/services today and the products/services we need to achieve that change? Your next great venture may just be hidden in the void.

You will know best how these things must ultimately align with a clear business case appropriate for your company, but it is important to point out those business practices that shape our countries, our politics, and ultimately our societies.

For Investors:

  • Divest from energy companies who are not investing in the future. Oil is booming right now with the recent elections, but the future will hold a diverse portfolio of energy sources. Companies who are only focused on fossil fuels are resisting innovation.
  • Be an active voter in the companies you invest in. If you hold stocks in companies that are doing things that you do not support – underpaying workers, polluting, vocalising racist sentiment – use your voice as a shareholder to change things. Be active and let them know that as an owner you do not support the way they are operating the business. Chances are high, you are not alone. Get other investors involved.
  • Invest in companies that are good for people, planet, and profit. There are many resources for those interested in impact investing. Read up and put your money where your values are.

On the personal side: invest in values you care about. Whatever they are, donate your time or money to the things that matter most. Create the world you want to live in and that you want your children to live in. Consider it a long-term investment.

The most important thing ultimately is to do something. So get out there, and be active.

Have some great ideas? Please add a comment below.


Based in New York, Wynne is currently enrolled as an MBA student at Copenhagen Business School. She was attracted to the Copenhagen MBA for its strong focus on Responsible Management and the promise of a global classroom. Post-MBA, she is toying with the idea of starting her own venture. She is a blogger for the Financial Times MBA blog, where she hopes to tell the story of what really powers her passion for Responsible Management on the far-reaching global business platform that is the Financial Times.

Pic by Pexels

CSR is Dead. Long Live CSR

By Andreas Rasche, Mette Morsing, and Jeremy Moon.

We – Andreas Rasche, Mette Morsing, and Jeremy Moon – just edited an international textbook entitled Corporate Social Responsibility: Strategy, Communication, Governance (Cambridge University Press). When talking to people about the book, one common response was: “Why didn’t you just call it Corporate Sustainability? After all, this term is used by everybody these days…” In 2014, Peter Bakker, the President of the World Business Council for Sustainable Development, even declared: “CSR is dead. It’s over.” And Michael Porter and Mark Kramer made a very similar claim when pitching their “shared value” concept a couple of years earlier.

Mr Bakker’s main point was that CSR is mostly about philanthropy and that it is not properly embedded into business models yet. It is hard to disagree with this statement, but nevertheless neither Mr Bakker nor Mr Kramer and Professor Porter got to one point:

The core of the problem

First, if you do not have an antique understanding of CSR (as preached in the late 70s), you will recognize that it actually is about integrating firms’ social and environmental responsibilities in their value and supply chain activities as well as their business models. This is precisely what the entire debate on “strategic CSR” has been aiming at. Those companies who understand CSR in a contemporary way know that they have to integrate their responsibilities vis-à-vis society into everything they do; and this is not necessarily because they are environmentalists or social protagonists but because this is what society expects from them and this is what provides them with their license to operate.

However, simply changing labels from “CSR” to “Corporate Sustainability” won’t make firms more aware that their business models need to be aligned with their responsibilities vis-à-vis society. While Corporate Sustainability may enable a smoother dialogue between management scholars and economists and while it may also help to engage in dialogue with peers from the natural and technical sciences, it also blurs the importance of firms’ ethical responsibilities. In fact, one could argue that while the Corporate Sustainability language has increasingly helped to engage the investor community into what they label Environmental, Social and Governance (ESG) issues, it has also sidelined important ethical dilemmas that were once at the core of the debate.

Second, we should not too quickly disparage corporate philanthropy as an outdated concept. Currently, philanthropic contributions are a key driver of many partnerships in support of broader development goals such as the UN’s Sustainability Development Goals (SDGs). Also, philanthropic contributions are often quite “strategic” – many firms directly benefit from such contributions, such as when charity investments in education secure a skilled future workforce. Also, many SMEs make strong philanthropic contributions to the local communities around them – for them CSR is a matter of personal values (often driven by the owner-manager).  Yet, this can bring benefits of employee motivation  (as, somewhat paradoxically, even Milton Friedman noted), social marketing and customer loyalty.

The bottom line: rationales, not labels

The core of the problem lies not so much in labels. It more profoundly lies in the challenges that systemic injustice, corruption, human rights and climate change pose for society and for business, and the resources and strategies that businesses bring to address them. Therefore, we should not focus too much on labels – labels come and labels go. But we should rather focus on ‘rationales’.

Actually, Chapter 2 of our book makes exactly this point. Corporations are often quickly relabelling and repackaging their engagement with responsible and sustainable business. What was formerly described as ethics was translated into CSR and now turns into Corporate Sustainability. In the future it may be given even another name. This is not to say that corporate practices are not changing. Actually, there is a lot of innovation around corporate sustainability and many firms have learned a great deal about which material issues need to be addressed. It is to say, however, that we should not simply throw away the “old” and believe that the “new” will be the Holy Grail.

In this sense, editing a textbook on “Corporate Social Responsibility” is a very timely undertaking. We cannot ignore the big societal challenges that are ahead of us, and by educating the business wo(men) of tomorrow we have to acknowledge that firms’ responsibilities have to be deliberately managed, regardless of whether we call this “CSR”, “corporate sustainability”, “shared value” or something else. We hope that our book will convey exactly this message.

CSR is a continuous journey

The point for us is this: Responsible and sustainable business has to be alive in our minds; it has to shape what we do, how we do it, and why do it. We have to look beyond and behind the different labels we ascribe to responsible business behavior. Truly engaging with a book is but one of the many important ways to achieve just that… CSR is a journey that has just begun and that continues to unfold on a daily basis.

Long live CSR!

Info: The book “Corporate Social Responsibility: Strategy, Communication, Governance” edited by Andreas Rasche, Mette Morsing, and Jeremy Moon is available from 17 March 2017.


Andreas, Mette and Jeremy are editors-in-chief of the BOS Blog and Professors at Copenhagen Business School’s World Class Research Environment Governing Responsible Business.

Poster by Cambridge University Press.

CBS UN Global Compact PRME report on progress: Not only what, but also who

By Lavinia-Cristina Iosif-Lazar.

68 pages, 6 principles, one year of data collection and CBS’ 4th report to the UN Global Compact PRME initiative: these are the numbers behind the latest report by the Principles for Responsible Management Education (PRME) .

The report is now out and presents the main responsibility-related research projects, initiatives, publications and activities that have taken place throughout CBS over the course of the last two years. It is also, what we at the PRME office call “The CBS responsible management phone book”.

The paper presents the way in which CBS lives up to and embeds the six Principles for Responsible Management Education (purpose, values, method, research, partnership, dialogue), which constitute the foundation for the work we do on responsible management education. They provide a solid structure to help us excel in important areas that will contribute to improving our curricula and research.

The principle logos are allocated to each activity to indicate which principle(s) are being addressed. It also brings together in one, overreaching document, researchers, faculty and student organizations from across CBS working with responsibility in management education, sustainability, CSR, business and human rights, development studies and green tech to name but a few. Spanning from Green Shipping to Corporate Social Voluntarism, from student-led initiatives to external partners engagement projects, the report encompasses the diversity of CBS’s view on responsible education.

Having been previously granted with an “Excellence in Reporting” award by UNGC PRME, we constantly strive to put together the best possible report, documenting CBS’ work within responsible management, but also, more importantly, to draw special attention to the people behind this work.

You can find the entire CBS Report at here.

Note: Launched at the 2007 UN Global Compact Leaders Summit in Geneva, the Principles for Responsible Management Education (PRME) initiative is the largest organised relationship between the United Nations and business schools. The mission of PRME is to transform management education, research and thought leadership globally by providing the Principles for Responsible Management Education framework, developing learning communities and promoting awareness about the United Nations’ Sustainable Development Goals.


Lavinia is project coordinator at CBS PRME. Visit the PRME office at Porcelænshaven 18B, Room 1.123. Follow CBS PRME on Twitter, Instagram and Facebook.

Pic by CBS PRME.