Category Archives: Quality Systems

Top 10 Business Books You Should Read in 2020


I read well over a hundred books a year, and review many for Quality Management Journal and Software Quality Professional. Today, I’d like to bring you my TOP 10 PICKS out of all the books I read in 2019. First, let me affirm that I loved all of these books — it was really difficult to rank them. The criteria I used were:

  1. Is the topic related to quality or improvement? The book had to focus on making people, process, or technology better in some way. (So even though Greg Satell’s Cascades provided an amazing treatment of how to start movements, which is helpful for innovation, it wasn’t as closely related to the themes of quality and improvement I was targeting.)
  2. Did the book have an impact on me? In particular, did it transform my thinking in some way?
  3. Finally, how big is the audience that would be interested in this book? (Although some of my picks are amazing for niche audiences, they will be less amazing for people who are not part of that group; they were ranked lower.)
  4. Did I read it in 2019? (Unfortunately, several amazing books I read at the end of 2018 like Siva Vaidhyanathan’s Antisocial Media.)

#10 – Understanding Agile Values & Principles (Duncan)

Duncan, Scott. (2019). Understanding Agile Values & Principles. An Examination of the Agile Manifesto. InfoQ, 106 pp. Available from https://www.infoq.com/minibooks/agile-values-principles

The biggest obstacle in agile transformation is getting teams to internalize the core values, and apply them as a matter of habit. This is why you see so many organizations do “fake agile” — do things like introduce daily stand-ups, declare themselves agile, and wonder why the success isn’t pouring in. Scott goes back to the first principles of the Agile Manifesto from 2001 to help leaders and teams become genuinely agile.

#9 – Risk-Based Thinking (Muschara)

Muschara, T. (2018). Risk-Based Thinking: Managing the Uncertainty of Human Error in Operations. Routledge/Taylor & Francis: Oxon and New York. 287 pages.

Risk-based thinking is one of the key tenets of ISO 9001:2015, which became the authoritative version in September 2018. Although clause 8.5.3 from ISO 9001:2008 indirectly mentioned risk, it was not a driver for identifying and executing preventive actions. The new emphasis on risk depends upon the organizational context (clause 4.1) and the needs and expectations of “interested parties” or stakeholders (clause 4.2).

Unfortunately, the ISO 9001 revision does not provide guidance for how to incorporate risk-based thinking into operations, which is where Muschara’s new book fills the gap. It’s detailed and complex, but practical (and includes immediately actionable elements) throughout. For anyone struggling with the new focus of ISO 9001:2015, this book will help you bring theory into practice.

#8 – The Successful Software Manager (Fung)

Fung, H. (2019). The Successful Software Manager. Packt Publishing, Birmingham UK, 433 pp.

There lots of books on the market that provide technical guidance to software engineers and quality assurance specialists, but little information to help them figure out how (and whether) to make the transition from developer to manager. Herman Fung’s new release fills this gap in a complete, methodical, and inspiring way. This book will benefit any developer or technical specialist who wants to know what software management entails and how they can adapt to this role effectively. It’s the book I wish I had 20 years ago.

#7 – New Power (Heimans & Timms)

Heiman, J. & Timms, H. (2018). New Power: How Power Works in Our Hyperconnected World – and How to Make it Work For You. Doubleday, New York, 325 pp.

As we change technology, the technology changes us. This book is an engaging treatise on how to navigate the power dynamics of our social media-infused world. It provides insight on how to use, and think in terms of, “platform culture”.

#6 – A Practical Guide to the Safety Profession (Maldonado)

Maldonado, J. (2019). A Practical Guide to the Safety Profession: The Relentless Pursuit (CRC Focus). CRC Press: Taylor & Francis, Boca Raton FL, 154 pp.

One of the best ways to learn about a role or responsibility is to hear stories from people who have previously served in those roles. With that in mind, if you’re looking for a way to help make safety management “real” — or to help new safety managers in your organization quickly and easily focus on the most important elements of the job — this book should be your go-to reference. In contrast with other books that focus on the interrelated concepts in quality, safety, and environmental management, this book gets the reader engaged by presenting one key story per chapter. Each story takes an honest, revealing look at safety. This book is short, sweet, and high-impact for those who need a quick introduction to the life of an occupational health and safety manager.

# 5 – Data Quality (Mahanti)

Mahanti, R. (2018). Data Quality: Dimensions, Measurement, Strategy, Management and Governance. ASQ Quality Press, Milwaukee WI, 526 pp.

I can now confidently say — if you need a book on data quality, you only need ONE book on data quality. Mahanti, who is one of the Associate Editors of Software Quality Professional, has done a masterful job compiling, organizing, and explaining all aspects of data quality. She takes a cross-industry perspective, producing a handbook that is applicable for solving quality challenges associated with any kind of data.

Throughout the book, examples and stories are emphasized. Explanations supplement most concepts and topics in a way that it is easy to relate your own challenges to the lessons within the book. In short, this is the best data quality book on the market, and will provide immediately actionable guidance for software engineers, development managers, senior leaders, and executives who want to improve their capabilities through data quality.

#4 – The Innovator’s Book (McKeown)

McKeown, M. (2020). The Innovator’s Book: Rules for Rebels, Mavericks and Innovators (Concise Advice). LID Publishing, 128 pp.

Want to inspire your teams to keep innovation at the front of their brains? If so, you need a coffee table book, and preferably one where the insights come from actual research. That’s what you’ve got with Max’s new book. (And yes, it’s “not published yet” — I got an early copy. Still meets my criteria for 2019 recommendations.)

#3 – The Seventh Level (Slavin)

Slavin, A. (2019). The Seventh Level: Transform Your Business Through Meaningful Engagement with Customer and Employees. Lioncrest Publishing, New York, 250 pp.

For starters, Amanda is a powerhouse who’s had some amazing marketing and branding successes early in her career. It makes sense, then, that she’s been able to encapsulate the lessons learned into this book that will help you achieve better customer engagement. How? By thinking about engagement in terms of different levels, from Disengagement to Literate Thinking. By helping your customers take smaller steps along this seven step path, you can make engagement a reality.

#2 – Principle Based Organizational Structure (Meyer)

Meyer, D. (2019). Principle-Based Organizational Structure: A Handbook to Help You Engineer Entrepreneurial Thinking and Teamwork into Organizations of Any Size. NDMA, 420 pp.

This is my odds-on impact favorite of the year. It takes all the best practices I’ve learned over the past two decades about designing an organization for laser focus on strategy execution — and packages them up into a step-by-step method for assessing and improving organizational design. This book can help you fix broken organizations… and most organizations are broken in some way.

#1 Story 10x (Margolis)

Margolis, M. (2019). Story 10x: Turn the Impossible Into the Inevitable. Storied, 208 pp.

You have great ideas, but nobody else can see what you see. Right?? Michael’s book will help you cut through the fog — build a story that connects with the right people at the right time. It’s not like those other “build a narrative” books — it’s like a concentrated power pellet, immediately actionable and compelling. This is my utility favorite of the year… and it changed the way I think about how I present my own ideas.


Hope you found this list enjoyable! And although it’s not on my Top 10 for obvious reasons, check out my Introductory Statistics and Data Science with R as well — I released the 3rd edition in 2019.

The Endowment Effect: The Ultimate Organizational Rose-Colored (Risk-Enhancing) Glasses

Fifteen or so years ago, I was a member of a review team that assessed a major, multi-million dollar software project. We were asked to perform the review because the project had some issues — it cost nearly $2M a year, was not yet delivering value to users, and had been running for 17 years.

Were I the ultimate decision-maker, my plan of action would have been simple: shut down the project, reconstitute a team with some representation from the old team, and use the lessons learned to rearchitect a newer, more robust solution. It would have customer involvement from the start to ensure a short time-to-value (and continuous flow of value). But there was one complication: the subject matter for this software package was highly specialized and required active involvement from people who had deep knowledge of the problem domain… and the team already had about 60% of the world’s experts on it.

Still, I was focused on the sunk costs. I felt that the organization should not choose to keep the project going just because over $20M had been poured into it… the sunk costs should not factor into the decision.

But then something very curious happened two years later, as the project was still hemorrhaging money… I was put in charge of it. So what did I do? Launched a two-month due diligence to reassess the situation, of course.

I was not on the review team this time, but their assessment was not a surprise — can the project, reconstitute the team, use the lessons learned to plan a new approach to delivering value quickly.

So that’s what I did… right? NOOOOO!!! I decided to try a little harder… because of course we could get the current software project to be stable and valuable, if we just gave it a little more time.

Even I was shocked by my transformation. Why was I feeling like this? Why was I ignoring the facts? Why was I, all of a sudden, powerless to make the appropriate and most logical choice?

Turns out, I was just demonstrating human nature via the Endowment Effect — which says, simplistically, that once you own something you value it more than before you own it. This is not just a curiosity though… because it can get in the way of effective decision-making.

Think about it:

  • Before you buy a house, you psychologically devalue it because you want to get a better deal. But once you move in, your psyche inflates the value because you stand to win as the value increases.
  • Why is it that leaders often value the opinions of consultants more than the opinions of full-time staff? Because consultants are more expensive, and once their reports have been submitted, you now own the intellectual property… and value it more.
  • The same effect occurs if you buy a company. You may be sensitive to issues and opportunities for improvement prior to the sale, but once your signature is on the dotted line… the endowment effect kicks in, and the rose-colored glasses magically appear.

This has a huge implication for quality and process improvement. Once you own something, you are less able to see the problems that need to be solved. This is why we use external auditors for our ISO 9001 programs, or review panels for our government projects, or a quality award assessment process for evaluating how well we are translating strategy to action.

Other people can see areas for improvement that you can’t, if you’re an owner of the process that has problems. The lesson? Get external eyes on your internal issues, and pay attention to their insights.

The U.S. Constitution is a Quality System

In 2008, I defined a quality system as:

your organization’s blueprint: it identifies your business model and processes, provides details about how your people will work together to get things done, and establishes specifications for performance — so you can tell if you’re on track… or not.

https://qualityandinnovation.com/2008/10/18/quality-system/

By this definition, the U.S. Constitution is a quality system — just like ISO 9001, or any system developed using the Baldrige Criteria, or a system for strategy execution based on Hoshin planning and other lean principles. The Constitution defines the blueprint for how power will be distributed (among the three branches of government, and between the country and the states), provides details about how the branches will work together and what principles they will abide by, and establishes clear standards for performance right up front:

We the People of the United States, in Order to form a more perfect Union, establish Justice, insure domestic Tranquility, provide for the common defence, promote the general Welfare, and secure the Blessings of Liberty to ourselves and our Posterity, do ordain and establish this Constitution for the United States of America.

https://constitutionus.com/

(The preamble is the Constitution’s quality policy.)

But even though I’ve been working with (and researching) quality systems since the late 90s, I didn’t see the connection until yesterday, when I read some excerpts from the Don McGahn case. McGahn, who was subpoenaed by the House of Representatives to testify in the Trump impeachment hearings, was instructed by the White House to disobey the order. He asked a court to decide whether or not he should be made to appear. Federal District Court Judge Ketanji Brown Jackson, in a 120-page response, called on the characteristics of the Constitution that make it a quality system to make the determination:

…when a committee of Congress seeks testimony and records by issuing a valid subpoena in the context of a duly authorized investigation, it has the Constitution’s blessing, and ultimately, it is acting not in its own interest, but for the benefit of the People of the United States. If there is fraud or abuse or waste or corruption in the federal government, it is the constitutional duty of Congress to find the facts and, as necessary, take corrective action.

Committee on the Judiciary, U.S. House of Representatives vs. Donald F. McGahn II – Civ. No. 19-cv-2379 (KBJ) – Filed 11/25/2019

This pattern should be really familiar to anyone who’s worked with ISO 9001 or similar quality systems! After your company’s processes and procedures are put in place, and your performance standards are defined (for products as well as processes), you implement a monitoring system to catch any nonconformance that might arise. Then, after root cause analysis, you implement a corrective action to improve the impacted process.

In the U.S., those nonconformances are fraud or abuse or waste or corruption or even injustice that one person (or entity) experiences at the hands of another. You can take up the issue with the courts, which will (in many cases) interpret the laws, implement countermeasures, and potentially lead to larger-scale corrective actions, like new laws.

How can you tell if the quality system defined by the Constitution is working? Evaluate it against the performance standards. Is justice taking place? Is there domestic tranquility, adequate defense, and general welfare? If not, then the structure of the quality system (e.g. the Amendments) should change to better enable the desired outcomes.

Although the system is imperfect, it does — by design — support continuous improvement that incorporates the Voice of the Customer (VoC). This is done through Congressional representation, carefully selected juries of peers, and NGOs that research and advance specific interests.

So the next time you’re wondering whether your ISO 9001 system adds value, ask yourself… does the U.S. Constitution add value? I think you’ll conclude that both can provide a necessary foundation.


The link between quality and structures in the U.S. government was also noted by Tim J. Clark in this 2008 article from the Indianapolis Star, entitled “People working together can make a more perfect union.” He notes that ‘The aim of the American system of government is to enable “We the People” to work together to make progress – not toward a “perfect” union, which would be impossible – but rather toward a “more perfect” union’ and explains how this aligns with Deming’s philosophy.

easyMTS: My First R Package (Story, and Results)

This weekend I decided to create my first R package… it’s here! easyMTS makes it possible to create and evaluate a Mahalanobis-Taguchi System (MTS) for pseudo-classification:

https://github.com/NicoleRadziwill/easyMTS

Although I’ve been using R for 15 years, developing a package has been the one thing slightly out of reach for me. Now that I’ve been through the process once, with a package that’s not completely done (but at least has a firm foundation, and is usable to some degree), I can give you some advice:

  • Make sure you know R Markdown before you begin.
  • Some experience with Git and Github will be useful. Lots of experience will be very, very useful.
  • Write the functions that will go into your package into a file that you can source into another R program and use. If your programs work when you run the code this way, you will have averted many problems early.

The process I used to make this happen was:

I hope you enjoy following along with my process, and that it helps you write packages too. If I can do it, so can you!

Shifting the Mindset: Walter White on Quality

(special shout-out to those of you who saw the typo the 30 sec it existed!)

In college, to meet my phys ed requirement, I chose a class where I wouldn’t have to exert much physical energy: golf. Almost three decades later, I still can’t play golf, but I did learn one thing in that class that has helped me through life.

When you’re trying to reach a goal, figure out a process to help you reach that goal, then focus on the process instead of the goal. I used this approach to improve my putting. Here’s how it worked: to get the ball in the hole, don’t aim for the hole… aim for a point along the line that goes to the hole, which should be easier to hit. If your ball hits that midpoint, it’s more likely that your putt will go in.

For example, if you’re at the white dot, aim for the Red X, not the hole:

This approach centers you on the process of making the putt. Getting your mind off the pressure of the goal results in the freedom to focus on what’s most important: developing the discipline and habit that will lead to success.

Bryan Cranston, the actor who played Walter White in Breaking Bad, had a similar experience until he was in his mid-40s. Although he had landed many roles in films and television series, none were the kind of long-lived and memorable performance Cranston was aiming for. So he made a conscious effort to shift his perspective.

Author Scott Mautz, citing Cranston’s 2016 memoir, describes the process:

Early in Cranston’s career he was an auditioning machine for commercials or guest-starring roles, a bevy of high-pressure stabs that might serve as at least a step up to the big time. But he was walking into a slew of rooms where he felt he had no power. All that changed when a mentor suggested a new outlook, and it led to an honest-to-goodness six-word secret to his success.

Focus on process rather than outcome.

Suddenly, Cranston felt free. He approached each audition as not going to get something, but to give something–a performance. And giving a great performance requires staying obsessively focused on the process of preparing to be able to give a great performance. He learned that if he overly focused on the outcome (will he get that part?) it set him up for disappointment and left him yearning for validation. Focusing solely on the outcome had also kept him from taking risks as he didn’t want to give a potential gig away with a mis-step.

But this mindset shift, of falling in love with and staying laser-focused on the process, changed everything for him. Soon after he adopted it, he got the role in Malcolm in the Middle, and then the career-changing Breaking Bad starring role.

From Mautz (2019): https://www.inc.com/scott-mautz/breaking-bads-bryan-cranston-finally-achieved-success-when-he-adopted-this-powerful-6-word-mindset.html?cid=sf01001

When you have a challenging or aspirational goal in your sights, like when your organization is starting a lean transformation or digital transformation, it can seem overwhelming. The heavy feeling can actually prevent you from getting where you want to go.

The solution is to identify your intermediary goals — the ones you can achieve by developing and tuning an operational process. Let go of the aspirations, and focus on the daily work, creating the habits that will make you and your organization successful.

How the Baldrige Process Can Enrich Any Management System

Another wave of reviewing applications for the Malcolm Baldrige National Quality Award (MBNQA) is complete, and I am exhausted — and completely fulfilled and enriched!

That’s the way this process works. As a National Examiner, you will be frustrated, you may cry, and you may think your team of examiners will never come to consensus on the right words to say to the applicant! But because there is a structured process and a discipline, it always happens, and everyone learns.

I’ve been working with the Baldrige Excellence Framework (BEF) for almost 20 years. In the beginning, I used it as a template. Need to develop a Workforce Management Plan that’s solid, and integrates well with leadership, governance, and operations? There’s a framework for that (Criterion 5). Need to beef up your strategic planning process so you do the right thing and get it done right? There’s a framework for that (Criterion 2).

Need to develop Standard Work in any area of your organization, and don’t know where to start (or, want to make sure you covered all the bases)? There’s a framework for that.

Every year, 300 National Examiners are competitively selected from industry experts and senior leaders who care about performance and improvement, and want to share their expertise with others. The stakes are high… after all, this is the only award of its kind sponsored by the highest levels of government!

Once you become a National Examiner (my first year was 2009), you get to look at the Criteria Questions through a completely different lens. You start to see the rich layers of its structure. You begin to appreciate that this guidebook was carefully and iteratively crafted over three decades, drawing from the experiences of executives and senior leaders across a wide swath of industries, faced with both common and unique challenges.

The benefits to companies that are assessed for the award are clear and actionable, but helping others helps examiners, too. Yes, we put in a lot of volunteer hours on evenings and weekends (56 total, for me, this year) — but I got to go deep with one more organization. I got to see how they think of themselves, how they designed their organization to meet their strategic goals, how they act on that design. Our team of examiners got to discuss the strengths we noticed individually, the gaps that concerned us, and we worked together to come to consensus on the most useful and actionable recommendations for the applicant so they can advance to the next stage of quality maturity.

One of the things I learned this year was how well Baldrige complements other frameworks like ISO 9001 and lean. You may have a solid process in place for managing operations, leading continuous improvement events, and sustaining the improvements. You may have a robust strategic planning process, with clear connections between overall objectives and individual actions.

What Baldrige can add to this, even if you’re already a high performance organization, is:

  • tighten the gaps
  • call out places where standard work should be defined
  • identify new breakthrough opportunities for improvement
  • help everyone in your workforce see and understand the connections between people, processes, and technologies

The whitespace — those connections and seams — are where the greatest opportunities for improvement and innovation are hiding. The Criteria Questions in the Baldrige Excellence Framework (BEF) can help you illuminate them.

How to Become a Successful Change Leader

For this month’s Influential Voices Roundtable, the American Society for Quality (ASQ) asks: “In today’s current climate, transformation is a common term and transformative efforts are a regular occurrence. Although these efforts are common, according to Harvard Business Review two-thirds of large-scale transformation efforts fail. Research has proven that effective leadership is crucial for a change initiative to be successful.  How can an individual become a successful Change Leader?

Change is hard only because maintaining status quo is easy. Doing things even a little differently requires cognitive energy! Because most people are pretty busy, there has to be a clear payoff to invest that extra energy in changing, even if the change is simple.

Becoming a successful change leader means helping people find the reasons to invest that energy on their own. First, find the source of resistance (if there is one) and do what you can to remove it. Second, try co-creation instead of feedback to build solutions. Here’s what I mean.

Find Sources of Resistance

In 1983, information systems researcher M. Lynne Markus wanted to figure out why certain software implementations, “designed at great cost of time and money, are abandoned or excessively overhauled because they were unenthusiastically received by their intended users.” Nearly 40 years later, enterprises still occasionally run into the same issue, even though Software as a Service (SaaS) models can (to some extent) reduce this risk.

Before her research started, she found these themes associated with resistance (they will probably feel familiar to you even today):

By studying failed software implementations in finance, she uncovered three main sources for the resistance. So as a change leader, start out by figuring out if they resonate, and then apply one of the remedies on the right:

As you might imagine, this third category (the “political version of interaction theory”) is the most difficult to solve. If a new process or system threatens someone’s power or position, they are unlikely to admit it, it may be difficult to detect, and it will take some deep counseling to get to the root cause and solve it.

Co-Creation Over Feedback

Imagine this: a process in your organization is about to change, and someone comes to you with a step-by-step outline of the new proposed process. “I’d like to get your feedback on this,” he says.

That’s nice, right? Isn’t that exactly what’s needed to ensure smooth management of change? You’ll give your feedback, and then when it’s time to adopt the process, it will go great – right?

In short, NO.

For change to be smooth and effective, people have to feel like they’re part of the process of developing the solution. Although people might feel slightly more comfortable if they’re asked for their thoughts on a proposal, the resultant solution is not theirs — in fact, their feedback might not even be incorporated into it. There’s no “skin in the game.”

In contrast, think about a scenario where you get an email or an invitation to a meeting. “We need to create a new process to decide which of our leads we’ll follow up on, and evaluate whether we made the right decision. We’d like it to achieve [the following goals]. We have to deal with [X, Y and Z] boundary conditions, which we can’t change due to [some factors that are well articulated and understandable].”

You go to the meeting, and two hours later all the stakeholders in the room have co-created a solution. What’s going to happen when it’s time for that process to be implemented? That’s right — little or no resistance. Why would anyone resist a change that they thought up themselves?

Satisficing

Find the resistance, cast it out, and co-create solutions. But don’t forget the most important step: recognizing that perfection is not always perfect. (For quality professionals, this one can be kind of tough to accept at times.)

What this means is: in situations where change is needed, sometimes it’s better to adopt processes or practices that are easier or more accessible for the people who do them. Processes that are less efficient can sometimes be better than processes that are more efficient, if the difference has to do with ease of learning or ease of execution. Following these tips will help you help others take some of the pain out of change.


Markus, M. L. (1983). Power, politics, and MIS implementation.  Communications of the ACM, 26(6), 430-444. Available from http://130.18.86.27/faculty/warkentin/papers/Markus1983_CACM266_PowerPoliticsMIS.pdf
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