Category Archives: Sustainability

Make Strategic Alignment Actionable with Baldrige

It can be difficult to focus on strategy when your organization has to comply with standards and regulations. Tracking and auditing can be tedious! If you’re a medical device manufacturer, you may need to maintain ISO 13485 compliance to participate in the supply chain. At the same time, you’ve got to meet all the requirements of 21 CFR 820. You’ve also got to remember other regulations that govern production and postmarket. (To read more about the challenges, check out Wienholt’s 2016 post.) There’s a lot to keep track of!

But strategy is important. Alignment is even more important! And in my opinion, the easiest way to improve alignment and get “Big Q” quality is to use the Baldrige Excellence Framework. It was developed by the Baldrige Performance Excellence Program, and is administered by NIST.

In Is Good, Good Enough for You? Taking the Next Step After ISO 9001:2015, former Baldrige Program Executive Director Harry Hertz outlines similarities and differences between ISO 9001:2015 and Baldrige. After examining complements, Harry shows how Baldrige helps organizations grow beyond the conformance mindset:

I have not shared all the commonalities of or differences between ISO 9001:2015 and the Baldrige Excellence Framework. Instead, I have tried to show the organizational possibilities of building on conformity assessment to establish a holistic approach for achieving excellence in every dimension of organizational performance today, with a look to the strategic imperatives and opportunities for the future. Baldrige helps an organization take this journey with a focus on process (55% of the scoring rubric) and results (45% of the rubric), recognizing that great processes are only valuable if they yield the complete set of results that lead to organizational sustainability… I encourage organizations that have not gone beyond conformity to take the next step in securing your future.

Read More Here! –>

Happy World Quality Day 2018!

Each year, the second Thursday of November day is set aside to reflect on the way quality management can contribute to our work and our lives. Led by the Chartered Quality Institute (CQI) in the United Kingdom, World Quality Day provides a forum to reflect on how we implement more effective processes and systems that positively impact KPIs and business results — and celebrate outcomes and new insights.

This year’s theme is “Quality: A Question of Trust”.

We usually think of quality as an operations function. The quality system (whether we have quality management software implemented or not) helps us keep track of the health and effectiveness of our manufacturing, production, or service processes. Often, we do this to obtain ISO 9001:2015 certification, or achieve outcomes that are essential to how the public perceives us, like reducing scrap, rework, and customer complaints.

But the quality system encompasses all the ways we organize our business — ensuring that people, processes, software, and machines are aligned to meet strategic and operational goals. For example, QMS validation (which is a critical for quality management in the pharmaceutical industry), helps ensure that production equipment is continuously qualified to meet performance standards, and trust is not broken. Intelex partner Glemser Technologies explains in more detail in The Definitive Guide to Validating Your QMS in the Cloud. This extends to managing supplier relationships — building trust to cultivate rich partnerships in the business ecosystem out of agreements to work together.

This also extends to building and cultivating trust-based relationships with our colleagues, partners, and customers…

Read more about how Integrated Management Systems and Industry 4.0/ Quality 4.0 are part of this dynamic: https://community.intelex.com/explore/posts/world-quality-day-2018-question-trust

Data Quality is Key for Asset Management in Data Science

This post was motivated by two recent tweets by Dr. Diego Kuonen, Principal of Statoo Consulting in Switzerland (who you should definitely follow if you don’t already – he’s one of the only other people in the world who thinks about data science and quality). First, he shared a slide show from CIO Insight with this clickbaity title, bound to capture the attention of any manager who cares about their bottom line (yeah, they’re unicorns):

“The Best Way to Use Data to Cut Costs? Delete It.”

I’m so happy this message is starting to enter corporate consciousness, because I lived it throughout the decade of the 2000’s — working on data management for the National Radio Astronomy Observatory (NRAO). I published several papers during that time that present the following position on this theme (links to the full text articles are at the bottom of this post):

  • First, storing data means you’ve saved it to physical media; archiving data implies that you are storing data over a longer (and possibly very long) time horizon.
  • Even though storage is cheap, don’t store (or archive) everything. Inventories have holding costs, and data warehouses are no different (even though those electrons are so, so tiny).
  • Archiving data that is of dubious quality is never advised. (It’s like piling your garage full of all those early drafts of every paper you’ve ever written… and having done this, I strongly recommend against it.)
  • Sometimes it can be hard to tell whether the raw data we’re collecting is fundamentally good or bad — but we have to try.
  • Data science provides fantastic techniques for learning what is meant by data quality, and then automating the classification process.
  • The intent of whoever collects the data is bound to be different than whoever uses the data in the future.
  • If we do not capture intent, we are significantly suppressing the potential that the data asset will have in the future.

Although I hadn’t seen this when I was deeply enmeshed in the problem long ago, it totally warmed my heart when Diego followed up with this quote from Deming in 1942:

dont-archive-it

 

In my opinion, the need for a dedicated focus on understanding what we mean by data quality (for our particular contexts) and then working to make sure we don’t load up our Big Data opportunities with Bad Data liabilities will be the difference between competitive and combustible in the future. Mind your data quality before your data science. It will also positively impact the sustainability of your data archive.

Papers where I talked about why NOT to archive all your data are here:

  1. Radziwill, N. M., 2006: Foundations for Quality Management of Scientific Data Products. Quality Management Journal, v13 Issue 2 (April), p. 7-21.
  2. Radziwill, N. M., 2006: Valuation, Policy and Software Strategy. SPIE, Orlando FL, May 25-31.
  3. Radziwill, N.M. and R. DuPlain, 2005: A Framework for Telescope Data Quality Management. Proc. SPIE, Madrid, Spain, October 2-5, 2005.
  4. DuPlain, R. F. and N.M. Radziwill, 2006: Autonomous Quality Assurance and Troubleshooting. SPIE, Orlando FL, May 25-31.
  5. DuPlain, R., Radziwill, N.M., & Shelton, A., 2007: A Rule-Based Data Quality Startup Using PyCLIPS. ADASS XVII, London UK, September 2007.

 

Deming’s 14 Points Revisited. Twice.

Image Credit: Doug Buckley of http://hyperactive.to

Image Credit: Doug Buckley of http://hyperactive.to

After responding to the December 2014 discussion question to the Influential Voices from ASQ CEO Bill Troy, I’m thinking more about the question “Is Quality Ambitious Enough?” that he posed. In particular, I’m thinking about an article that was published in the December 2014 issue of Quality Progress.

The subtitle for the article, called “Whole New World,” is “Seasoned quality professionals rethink Deming’s 14 points for a new generation.” Certainly, rethinking tenets of a quality philosophy that has shaped our profession for the greater part of a century would be ambitious. However, I find that the “rethinking” done by these authors falls into the same trap that Brooks Carder did when he questioned whether the ASQ mission statement is ambitious enough: it assumes a capitalist society composed of products, services, employees, jobs, and customers. I’ll step through each of Conklin et al.’s 14 revised points, and share what I think the new points for management REALLY should be.

But first, a caveat: with the utmost respect for the experiences and credibility of the authors of this article, I was disappointed to see that all of the contributors were older white men (that is, clearly in their late 40’s or beyond… with varying shades of gray hair). With a sample size of 3 contributors, it’s easy to lack diversity, so I won’t hold it against them. But when embarking on a task as significant as reimagining Deming’s 14 points – we need the representation of women, minorities, and for goodness sake – the young people who are the gurus of the modern startup. They know things that the old “seasoned” guys won’t even be able to see. We need to know what those insights are too.

We are missing the opportunity to envision the practice of quality outside the bounds of the consumer mentality. 

So, point by point, here are my thoughts about Conklin et al.’s reimagining of Deming’s 14 points in the December 2014 Quality Progress. (Recognizing, of course, that attempting to do this on my own is limited from the start : )

Original Point 1: Create constancy of purpose for improving products and services.

Conklin Point 1: Increase value through products and services that delight customers.

Radziwill Point 1: Create constancy of purpose for identifying and delivering value. (I think Deming had it half right, but was too focused on the commercial aspects of driving quality. Conklin, on the other hand, focuses on increasing value — which is still important, but not as significant without constancy of purpose, which can get you through tough times.)

Original Point 2: Adopt the new philosophy.

Conklin Point 2: Connect customer requirements to key process variables.

Radziwill Point 2: I’ve never really understood Deming’s 2nd point, probably because I didn’t live in the 1940’s and can’t possibly emotionally intuit what the “old philosophy” was. But I think this point has something very important to say about innovation that Conklin’s revision doesn’t address: We must always be ready to adopt new ideologies and approaches that support our ability to thrive and sustain ourselves, both as individuals and organizations. 

Original Point 3: Cease dependence on inspection to achieve quality.

Conklin Point 3: Prevent, where possible; inspect where necessary; implement process management. 

Radziwill Point 3: I like Conklin’s point here, mainly because I think en masse, industry is not as dependent on inspection as it once was. Most efforts are much more naturally tuned to prevention and process management, backed by decades of evidence that document the benefits of such efforts.

Original Point 4: End the practice of awarding business based on price alone; instead, minimize total cost by working with a single supplier.

Conklin Point 4: Pick the vital few suppliers based on total cost and fit with the organization.

Radziwill Point 4: Cultivate relationships with other organizations so that you can authentically resolve issues and pursue opportunities that would provide mutual benefit.

Original Point 5: Improve constantly and forever every process for planning, production, and service.

Conklin Point 5: Improve processes now; find those that will need it later; sustain gains over time.

Radziwill Point 5: I don’t see how you can improve upon Deming’s original point here — all it says is GROW. Grow, people. Grow in your understanding of what you need to produce, and how you can produce it, and how you can produce it effectively, and how you can improve the quality of life in doing so.

Original Point 6: Institute training on the job.

Conklin Point 6: Build training into jobs so employees can improve their performance.

Radziwill Point 6: Because you learn more deeply when you teach something, everyone should have the opportunity to share what they know, and learn from others. A productive organization is a vibrant learning community.

Original Point 7: Adopt and institute leadership.

Conklin Point 7: Know employees, listen to them, and give them what they need to excel.

Radziwill Point 7: Let leaders emerge. As a community, support the emergent leaders that champion collective values and goals.

Original Point 8: Drive out fear.

Conklin Point 8: Set clear expectations for reasonable standards, and hold all accountable.

Radziwill Point 8: (Come ON Conklin!! Accountability, if not implemented well, can have the unexpected consequence of creating even more fear. This point is about as pure and generalizable Deming as you can get. And we haven’t been able to do this systemically yet – if it’s happened in our organizations it is far from happening in our institutions and systems of governance – so we need to keep trying to do it.) Drive out fear.

Original Point 9: Break down barriers between staff areas.

Conklin Point 9: Build cooperation from the top down by reducing barriers between departments.

Radziwill Point 9: Build relationships with one another – inside the organization and between organizational boundaries – to grow more authentic partnerships from which quick and effective resolutions to issues might be possible.

Original Point 10: Eliminate slogans, exhortations, and targets for the workforce.

Conklin Point 10: Connect targets and metrics to customer needs; train employees to understand them.

Radziwill Point 10: I actually like Conklin’s 10th point. I’d take out the word “customer” and just leave the needs. I’d train everyone involved – regardless of who they’re getting paid by – if they want more insight into how to solve the problem (sense the opportunity for social innovation here?)

Original Point 11: Eliminate numerical quotas for the workforce and numerical goals for management.

Conklin Point 11: Avoid arbitrary goals; prefer ones in which metrics encourage “right the first time”.

Radziwill Point 11: Avoid arbitrary goals in favors of those that will have meaningful impact on individuals and groups of people.

Original Point 12: Remove barriers that rob people of pride of workmanship and eliminate the annual rating or merit system.

Conklin Point 12: Measure employees against their personal best; use metrics they can track.

Radziwill Point 12: Help people contribute according to their greatest skills and abilities. Collectively celebrate each others’ successes, and constructively assist each other in the improvement effort.

Original Point 13: Institute a vigorous program of education and self-improvement for everyone.

Conklin Point 13: Help leaders model the right behaviors, and support the firm’s goals for training.

Radziwill Point 13. I don’t like how Conklin makes education and self-improvement something that needs to be judged against a standard (“right” might be different for everyone) nor do I like how self-improvement must be aligned with the firm (supporting the “firm’s” goals). What about the individual’s goals? Helping them achieve their goals for self-improvement will ultimately benefit society. So let’s help make that happen, and keep Deming’s original point.

Original Point 14: Put everybody in the company to work accomplishing the transformation.

Conklin Point 14: Align employees with jobs, suppliers and the firm and the firm with the future.

Radziwill Point 14: Everyone should provide opportunities for others to participate and contribute according to their current skills and talents, and those they would like to develop. We all help each other transform to meet new challenges and opportunities.

Also see “Are Deming’s 14 Points Still Valid?” — a post from November 2012.

The Future of Quality is Revolutionary

Image Credit: Dave Herod Photography (c) 2014

Image Credit: Dave Herod Photography (c) 2014

In his August post, ASQ CEO Bill Troy asks “Is the future of quality evolutionary or revolutionary?

My answer is unequivocal: it’s revolutionary. We’re going to need new models for business, new models for education, and new models for living if we are to satisfy the stated and implied needs of an increasingly interconnected Internet of people and things, where the need for sustainability will (in many cases) trump the desire for growth.

“Quality is the totality of characteristics of an entity that bear upon its ability to satisfy stated and implied needs.” — ISO 9000, para 3.1.5

New models, however, aren’t always necessary. We can continuously improve elements of old models to increase quality, and the need for this won’t disappear. The future of quality includes evolutionary advancements, but won’t be defined by it, as we emerge into new collective paradigms for management. We’ve already experienced this once (in the late 1980’s and 1990’s), and we’re about to feel the reverberations of another shift.

A Harvard Business Review blog post from July 30 (“Management’s Three Eras: A Brief History”) explains why. The first two eras that we’ve had experience with are organization as machine (the era of Taylorism), and organization as knowledge and knowledge flows (as popularized by people like Peter Senge and Tom Davenport). Methods for establishing and improving quality have been defined, refined, and flourished in these two eras.

But the third and emerging era, according to this article, is the age of empathyorganization as a vehicle for creating complete and meaningful experiences:

“Today, we are in the midst of another fundamental rethinking of what organizations are and for what purpose they exist. If organizations existed in the execution era to create scale and in the expertise era to provide advanced services, today many are looking to organizations to create complete and meaningful experiences. I would argue that management has entered a new era of empathy.”

Although we have some available approaches for quality improvement in this kind of era, they are incomplete: Voice of the Customer tools, for example, may make our experiences with products and services efficient, effective, and satisfying — but possibly neither complete or meaningful. How do we, for example, create mechanisms to assess and improve quality in the sharing economy? In decommodified environments? In our own personal lives?

What do you think? Share your ideas in the comments.

Sustaining Excellence for the Long Term

In September’s question to the ASQ Influential Voices, CEO Paul Borawski asks how an established organization can maintain a record of excellence over the long term:

Let’s say you’ve reached the “holy grail” of quality and excellence. You make a great product. Your service is top-notch. You innovate. You’ve developed a culture of quality where employees and leaders are empowered. Now, how do you sustain all this…for years, decades, centuries? Everyone can name once-excellent companies that had trouble sustaining the very things that took them to the top.

I’m not going to summarize the messages of Jim Collins’ excellent summaries of research in Built to Last or Great by Choice, even though I think there are many important insights in both books. I want to focus on a new perspective on this question that I heard from Coca-Cola’s VP of Innovation, David Butler, at last week’s Business Innovation Factory (BIF-9) Summit in Providence, Rhode Island.

Butler acknowledges that startups are inherently great at launching new ideas and bringing them to fruition, whereas organizations like Coca-Coca are unparalleled in their ability to leverage their substantial assets (resources, skills, and networks) to scale ideas and broaden their impact.

This essential interplay between starting and scaling was what Butler wanted to capture within his organization.

By supporting the energy and enthusiasm within the maker movement, Coca-Cola is now participating in Startup Weekends that bring together Coca-Cola employees with community members to collaborate and explore possibilities for rapid innovation and a quick transition to commercialization. By providing the platform for entrepreneurs to explore new ideas alongside Coca-Cola employees who know the business, Coca-Cola is essentially acting as a hands-on Venture Capitalist who hops on board as idea generation is flourishing into actionable opportunity.

By inserting themselves into a unique slot in the value chain, Coca-Cola has found a novel way to sustain excellence for the long term.

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