The Surprising Downside of Collaboration in Problem-Solving

The Surprising Downside of Collaboration in Problem-Solving

You are a natural-born problem solver.  From the moment you were born, you’ve solved problems.  Hungry?  Start crying.  Learning to walk?  Stand up, take a step, fall over, repeat.  Want to grow your business?  Fall in love with a problem, then solve it more delightfully than anyone else.

Did you notice the slight shift in how you solve problems?

Initially, you solved problems on your own.  As communication became easier, you started working with others.  Now, you instinctively collaborate to solve complex problems, assembling teams to tackle challenges together.

But research indicates your instincts are wrong.  In fact, while collaboration can be beneficial for gathering information, it hinders the process of developing innovative solutions. This counterintuitive finding has significant implications for how teams approach problem-solving.

What a Terrorism Study Reveals About Your Team

In a 2015 study, researchers used a simulation developed by the U.S. Department of Defense to examine how collaboration impacts the problem-solving process. 417 undergrads were randomly assigned to 16-person teams with varying levels of “interconnectedness” (clarity in their team structure and information-sharing permissions) and asked to solve aspects of an imaginary terrorist attack scenario, such as identifying the perpetrators and target. Teams had 25 minutes to tackle the problem, with monetary incentives for solving it quickly.

Highly interconnected teams “gathered 5 percent more information than the least-clustered groups because clustering prevented network members from unknowingly conducting duplicative searches. ‘By being in a cluster, individuals tended to contribute more to the collective exploration through information space—not from more search but rather by being more coordinated in their search,’”

The Least Interconnected teams developed 17.5% more theories and solutions and were more likely to develop the correct solution because they were less likely to “copy an incorrect theory from a neighbor.”

How You Can Help Your Team Create More Successful Solutions

You and your team rarely face problems as dire as terrorist attacks, but you can use these results to adapt your problem-solving practices and improve results.

  1. Work together to gather and share information.  This goes beyond emailing around research reports, interview summaries, and meeting notes.  “Working together” requires your team to take action, like conducting interviews or writing surveys, with one another in real-time (not asynchronously through email, text, or “collaboration” platforms).
  2. Start solving the problem alone.  For example, at the start of every ideation session, I ask people to spend 5 minutes privately jotting down their ideas before group brainstorming.  This prevents copying others’ theories and ensures all voices are heard. (not just the loudest or most senior)
  3. Invite the “Unusual Suspects” into the process.  Most executives know that diversity amplifies creativity, so they invite a mix of genders, ages, races, ethnicities, tenures, and industry experiences to brainstorming sessions.  While that’s great, it also results in the same people being invited to every brainstorm and, ultimately, creating a highly interconnected group.  So, mix it up even more. Invite people never before invited to brainstorming into the process.  Instead of spending a day brainstorming, break it up into one-hour bursts at different times of the day. 

Are You Willing to Take the Risk?

For most of your working life, collaboration has been the default approach to problem-solving. However, this research suggests that rethinking when and how to leverage collaboration can lead to greater success.

Making such a change isn’t easy – it invites skepticism and judgment as it deviates from the proven “status quo” process.

Are you willing to take that risk, separating information gathering from solution development, for the potential of achieving better, more innovative outcomes? Or will you remain content with “good enough” solutions from conventional methods?

Dear Nike CEO: Stop Blaming Working from Home for Your Innovation Struggles

Dear Nike CEO: Stop Blaming Working from Home for Your Innovation Struggles

“But even more importantly, our employees were working from home for two and a half years.  And in hindsight, it turns out, it’s really hard to do bold, disruptive innovation, to develop a boldly disruptive shoe on Zoom.” – John Donahoe, Nike CEO

I am so glad CNBC’s interview with Nike’s CEO didn’t hit my feed until Friday afternoon. It sent me into a rage spiral that I am just barely emerging from. Seriously, I think my neighbors heard the string of expletives I unleashed after reading that quote, and it wasn’t because it was a lovely day and the windows were open.

Blaming remote work for lack of innovation is cowardly. And factually wrong.

I’m not the only one giving Mr. Donahoe some side-eye for this comment.  “There were a whole bunch of brands who really thrived during and post-pandemic even though they were working remotely,” Matt Powell, advisor for Spurwink River and a senior advisor at BCE Consulting, told Footwear News.  “So I’m not sure that we that we can blame remote work here on Nike’s issues.”

There’s data to back that up.

In 2023, Mark (Shuai) Ma, an associate professor at the University of Pittsburgh, and Yuye Ding, a PhD student at the university’s Katz Graduate School of Business, set out to empirically determine the causes and effects of a firm’s decision to mandate a return to work (RTO).  They collected RTO mandate data from over 100 firms in the S&P 500, worked backward to identify what drove the decision, and monitored and measured the firm’s results after employees returned to work.

Their findings are stark: no significant changes in financial performance for firm value after RTO mandates and significant declines in employee job satisfaction.  As Ma told Fortune, “Overall, our results do not support these mandates to increase firm values.  Instead, these findings are consistent with managers using RTO mandates to reassert control over employees and blame employees as a scapegoat for firm bad performance.”

Or to justify spending more than $1B to double the size of its Beaverton, OR campus.

When you start blaming employees, you stop being a leader.

CEOs make and approve big, impactful, complex, high-stakes decisions.  That’s why they get paid the big bucks.  It’s also why, as Harry Truman said, “The buck stops here.” 

Let’s examine some of the decisions Mr. Donahue made or supported that maybe (definitely) had a more significant impact on innovation than working from home two days a week.

Ignoring customers, consumers, and the market: Nike has a swagger that occasionally strays into arrogance.  They set trends, steer culture, and dictate the rules of the game. They also think that gives them the right to stop listening to athletes, retailers, and consumers, as evidenced by the recently revealed Team USA Track & Field uniforms, the decision to stop selling through major retailers like Macy’s and Olympia Sports, and invest more in “hype, limited releases, and old school retro drops” than the technology and community that has consumers flocking to smaller brands like Hoka and Brooks.

Laying off 2% of its workforce: Anyone who has ever been through a layoff senses it’s coming months before the announcement and the verdicts are rendered.  Psychological safety, feeling safe in your environment, is a required element for risk-taking and innovation.  It’s hard to feel safe when saying goodbye to 1500 colleagues (and wondering if/when you’ll join them).

Investing too much in the core: Speaking of safety, in uncertain times, it’s tempting to pour every resource into the core business because the ROI is “known.” Nike gave in to that temptation, and consumers and analysts noticed.  Despite recent new product announcements like the Air Max DN, Pegasus Premium, and Pegasus 41, “analysts point out these ‘new’ innovations rely too much on existing franchises.”

Innovation is a leadership problem that only leaders can solve

Being a CEO or any other senior executive is hard. The past four years have been anything but ordinary, and running a business while navigating a global pandemic, multiple societal upheavals, two wars, and an uncertain economy is almost impossible.

Bosses blame.  Leaders inspire. 

Mr. Donohue just showed us which one he is.  Which one are you?

One MORE thing

This is a losing battle, but STOP USING “DISRUPTIVE” INCORRECTLY!!!!  “Disruptive Innovation,” as defined by Clayton Christensen, who literally coined the phrase, is an innovation that appeals to non-consumers and is cheaper and often lower quality than existing competitors.

Nike is a premium brand that makes premium shoes for premium athletes.  Employees could spend 24/7/365 in the office, and Nike would never develop and launch a “boldly disruptive shoe.”

Time is a Flat Circle.  Jamie Dimon’s Comments on AI Just Proved It

Time is a Flat Circle. Jamie Dimon’s Comments on AI Just Proved It

“Time is a flat circle.  Everything we have done or will do we will do over and over and over and over again – forever.”

– Rusty Cohle, played by Matthew McConaughey, in True Detective

For the whole of human existence, we have created new things with no idea if, when, or how they will affect humanity, society, or business.  New things can be a distraction, sucking up time and money and offering nothing in return.  Or they can be a bridge to a better future.

As a leader, it’s your job to figure out which things are a bridge (i.e., innovation) and which things suck (i.e., shiny objects).

Innovation is a flat circle

The concept of eternal recurrence, that time repeats itself in an infinite loop, was first taught by Pythagoras (of Pythagorean theorem fame) in the 6th century BC. It remerged (thereby proving its own truth) in Friedreich Nietzsche’s writings in the 19th century, then again in 2014’s first season of True Detective, and then again on Monday in Jamie Dimon’s Annual Letter to Shareholders.

Mr. Dimon, the CEO and Chairman of JPMorgan Chase & Co, first mentioned AI in his 2017 Letter to Shareholders.  So, it wasn’t the mention of AI that was newsworthy. It was how it was mentioned.  Before mentioning geopolitical risks, regulatory issues, or the recent acquisition of First Republic, Mr. Dimon spends nine paragraphs talking about AI, its impact on banking, and how JPMorgan Chase is responding.

Here’s a screenshot of the first two paragraphs:

TITLE: Update on specific issues facing our company

BPDY TEXT: "Each year, I try to update you on some of the most important issues facing our company. First and foremost may well be the impact of artificial intelligence (AI).

While we do not know the full effect or the precise rate at which AI will change our business — or how it will affect society at large — we are completely convinced the consequences will be extraordinary and possibly as transformational as some of the major technological inventions of the past several hundred years: Think the printing press, the steam engine, electricity, computing and the Internet, among others."

He’s right. We don’t know “the full effect or the precise rate at which AI will change our business—or how it will affect society at large.” We were similarly clueless in 1436 (when the printing press was invented), 1712 (when the first commercially successful steam engine was invented), 1882 (when electricity was first commercially distributed), and 1993 (when the World Wide Web was released to the public).

Innovation, it seems, is also a flat circle.

Our response doesn’t have to be.

Historically, people responded to innovation in one of two ways: panic because it’s a sign of the apocalypse or rejoice because it will be our salvation. And those reactions aren’t confined to just “transformational” innovations.  In 2015, a visiting professor at Kings College London declared that the humble eraser (1770) was “an instrument of the devil” because it creates “a culture of shame about error.  It’s a way of lying to the world, which says, ‘I didn’t make a mistake.  I got it right the first time.’”

Neither reaction is true. Fortunately, as time passes, more people recognize that the truth is somewhere between the apocalypse and salvation and that we can influence what that “between” place is through intentional experimentation and learning.

JPMorgan started experimenting with AI over a decade ago, well before most of its competitors.  As a result, they “now have over 400 use cases in production in areas such as marketing, fraud, and risk” that are producing quantifiable financial value for the company. 

It’s not just JPMorgan.  Organizations as varied as John Deere, BMW, Amazon, the US Department of Energy, Vanguard, and Johns Hopkins Hospital have been experimenting with AI for years, trying to understand if and how it could improve their operations and enable them to serve customers better.  Some experiments worked.  Some didn’t.  But every company brave enough to try learned something and, as a result, got smarter and more confident about “the full effect or the precise rate at which AI will change our business.”

You have free will.  Use it to learn.

Cynics believe that time is a flat circle.  Leaders believe it is an ever-ascending spiral, one in which we can learn, evolve, and influence what’s next.  They also have the courage to act on (and invest in) that belief.

What do you believe?  More importantly, what are you doing about it?