Nolan Wilson's research, production blocking, evaluation apprehension, brainwriting, Braindial, and evidence-based alternatives to the traditional brainstorm
Alex Osborn popularized brainstorming in 1953 with his book "Applied Imagination," establishing the four rules that became canonical: generate as many ideas as possible, defer judgment, welcome wild ideas, and build on the ideas of others. For decades, corporate America ran brainstorm sessions with these rules — and most of them produced mediocre results that failed to justify the time invested. The question researchers began asking in the 1990s and 2000s was: why?
The answer was uncomfortable for organizations that had built brainstorming into their innovation culture: traditional verbal brainstorming in groups consistently underperformed compared to individual idea generation. Teams that generated ideas individually and then pooled them consistently produced more and better ideas than groups who brainstormed together in real-time.
Nolan Wilson's 2013 meta-analysis in Psychological Bulletin examined 102 studies comparing the effectiveness of individual idea generation versus group brainstorming. His findings were striking: when individual brainstormers generated ideas alone and then pooled them, they consistently produced more and better ideas than groups who brainstormed together in real-time. This finding held across diverse problem types, group sizes, and brainstorming rules. Group brainstorming, as traditionally practiced, was systematically inferior to nominal groups (individuals working separately whose ideas were later aggregated).
The primary mechanism behind the failure of traditional brainstorming is production blocking — the cognitive phenomenon that occurs when participants in a synchronous group discussion can only produce one idea at a time, but the social dynamics of the group prevent them from doing so continuously. While one person is speaking, others are silently waiting their turn — but during that waiting, the cognitive processes that would generate the next idea are suppressed. The cognitive psychologist's metaphor: idea generation is like breathing — you can hold your breath for a while, but eventually you need to exhale. Production blocking holds the breath of idea generation for everyone except the speaker.
Research by Diehl and Stroebe (1987) demonstrated production blocking experimentally. Participants brainstorming in groups generated significantly fewer unique ideas per unit of time than individuals brainstorming alone, even when the groups had more total cognitive resources available. The blocking effect increased with group size — larger groups meant longer individual speaking turns, meaning longer periods of suppressed idea generation for other participants. In a 6-person group with roughly equal participation, each person speaks only 1/6 of the time — meaning their idea generation is suppressed 5/6 of the time. This is a catastrophic inefficiency that most brainstorm facilitators don't recognize because they see only the output of the speaker, not the suppressed generation of the listeners.
The practical implication: the moment one person speaks, everyone else's idea generation pauses. The group loses the cognitive processing time of everyone except the speaker. For a 6-person group in a 30-minute brainstorm, this means only 5 minutes of idea generation actually occurs — the other 25 minutes are occupied by the cognitive processes of waiting, listening, and preparing to speak. Compared to 6 individuals brainstorming simultaneously for 30 minutes, the group loses approximately 83% of its potential idea generation time.
The second major failure mode is evaluation apprehension — the fear of being judged negatively by others, which suppresses the generation of unconventional ideas. Even when Osborn's rules explicitly prohibit evaluation, people are deeply sensitive to social signals. A raised eyebrow, a dismissive snort, a politely skeptical follow-up question, a senior executive's dismissive comment — these signals communicate judgment even when explicit judgment is forbidden. The social cost of being the person who proposed the ridiculous idea is not zero, and people calibrate their contributions accordingly.
Research shows that evaluation apprehension disproportionately suppresses the ideas of lower-status group members. Senior people, people with loud voices, and people with high social confidence contribute ideas regardless of the social environment. People who are introverted, junior, or socially anxious withdraw their most unconventional ideas, knowing they'll be exposed to the group. The result: traditional brainstorms tend to generate the conventional ideas of the most senior or most vocal participants, dressed up in the language of group creativity. The genuinely novel ideas — the ones most likely to be valuable — are suppressed before they can be voiced.
The gender dimension of evaluation apprehension is also documented: mixed-gender groups show reduced idea generation from women, particularly when the topic is perceived as requiring technical expertise. This is not about ability — it's about social perception of whether one's ideas will be taken seriously.
Brainwriting, developed by Bernd Rohrbach in Germany in the 1960s, addresses production blocking by eliminating synchronous oral idea generation. The method: each participant writes their ideas on paper or cards silently and independently, then passes them to the next person, who reads the written ideas and builds on them. The key advantage: idea generation and idea building happen in parallel rather than sequentially.
The 6-3-5 brainwriting method (also called method 635) is the most studied variant: 6 participants, each generating 3 ideas on a sheet of paper, passing to the next person, who adds 3 more ideas building on the previous sheet, for 5 rounds. In 30 minutes, 6 participants generate 108 ideas — 6 people × 3 ideas × 6 rounds. The synchronous oral brainstorm of 6 people in 30 minutes rarely generates that many unique ideas.
Research comparing brainwriting to traditional brainstorming consistently shows superior results for written methods, particularly for idea diversity and the proportion of novel ideas in the output. The written format also eliminates evaluation apprehension — ideas are anonymous until the pooling phase, so social costs of unconventional ideas are reduced.
Electronic brainstorming systems address both production blocking and evaluation apprehension by enabling asynchronous, anonymous contribution. Participants log ideas to a shared digital space in real-time, but without voice, without identity attached to ideas, and without the social dynamics of face-to-face interaction.
Braindial, developed by John B. Rhode and colleagues, is a specific electronic brainstorming system that enables real-time anonymous idea generation. Studies consistently show that electronic brainstorming groups outperform traditional verbal brainstorming groups, particularly as group size increases — the opposite of the size effect found in verbal brainstorming, where larger groups produce worse per-capita results. The anonymity component is critical: it eliminates evaluation apprehension by removing the social accountability attached to ideas.
IDEO, the design firm that popularized design thinking and human-centered innovation, doesn't actually run traditional brainstorm sessions as their primary ideation method — despite the popular perception. Their actual practice integrates multiple ideation techniques, with heavy emphasis on individual sketching and silent idea generation before group discussion.
IDEO's "extreme competition" method: each team member silently sketches 10-20 ideas individually, as fast as possible, on paper. Then ideas are posted on a wall. Only after individual ideation is complete does group discussion begin. This sequence — individual generation first, then group building — addresses the production blocking problem by ensuring that every individual contributes ideas before the group dynamic can suppress them.
The results: IDEO's project teams consistently generate 2-3x more unique ideas per session than traditional verbal brainstorms of equivalent duration. The quality of ideas is also higher — the individual sketching phase surfaces unconventional approaches that would have been suppressed in a group discussion before they could be articulated.
Procter & Gamble's "Connect and Develop" program, launched in 2001, transformed P&G's innovation process by systematically incorporating structured individual ideation before any group discussion. P&G's research found that when scientists were given 30 minutes of individual brainstorming time before a group session, the subsequent group session produced ideas that were rated as significantly more novel and useful than sessions without pre-group individual ideation.
P&G formalized this by requiring all innovation project teams to conduct "individual idea generation sessions" before group brainstorming — a departure from the traditional approach of starting group brainstorms immediately. The individual phase produced raw material that the group could then build on, eliminating the production blocking problem while preserving the collaborative building that makes group ideation valuable.
P&G credited the Connect and Develop program with increasing the percentage of innovation revenue from external sources from roughly 15% in 2000 to over 50% by 2015 — not just through external partnerships, but through internal ideation processes that generated more and better ideas internally by applying evidence-based brainstorming methods.
Use brainwriting first: Start every group ideation session with 10-15 minutes of silent individual idea generation before any group discussion. This ensures that everyone's ideas are externalized and captured before social dynamics can suppress them. Each participant should write their ideas on sticky notes or index cards without any interaction with others.
Use anonymous idea submission: For any topic where status differences might suppress ideas, collect initial ideas anonymously (via sticky notes, digital survey, or written cards) before opening discussion. The anonymity reduces evaluation apprehension and ensures that junior team members' ideas get equal consideration.
Limit group size to 4-5 people: Wilson's research shows that the optimal nominal group size for idea pooling is 4-5. Larger groups increase social loafing and coordination costs without proportionate increases in idea diversity.
Enforce the "yes, and" rule strictly: When building on ideas, participants should only add new ideas, not evaluate existing ones. Use structured building language ("this reminds me of...", "what if we combined this with...").
Separate idea generation from evaluation: Never evaluate ideas in the same session you generate them. Schedule a separate evaluation session, ideally 24-48 hours after ideation, so evaluators approach ideas with fresh perspective rather than the social momentum of the ideation session.