A/B testing, 104
accountability, 20
big area, 65
patents, 67
reconfiguring ecosystems for, 62–63, 69
aerospace industry, and 3-D printing, 66
Airbnb, 149
algorithms, in decision making, 57, 59
alignment
in chain of command, 88
Allen curve, 147
alternative energy, 44
ancillary effects, 108
AT&T, 149
cultural differences and, 99
training, 95
automotive industry, and 3-D printing, 66, 68, 70
Bank of America, 168
Belk, 25
blinding, in decision making, 57
blind tests, 113
blue-collar jobs. See labor force
boards of directors, 33, 34, 42–43
between decision rights and improvement rights, 23–26
between feedback and evaluation, 22–23
A/B testing, 104
blind tests, 113
independent variables, 105, 110
organizational priorities and, 109
randomized field trials, 111–112
reliability of results in, 111–116
sample size for, 111
stakeholder commitment and, 108–109
targeted rollouts of, 116
business models, 155–157, 167, 169–170
business process management. See operations strategy, for 3-D printing
buybacks. See stock buybacks
Capital One, 112
Caradigm, 165
causality. See business experiments change
customer reactions to, 103
leadership development and, 97–100
checklists, in decision making, 57, 59
chief executive officer (CEO). See also corporate executives
board of directors and, 43
compensation of, 42
role of, 37
cloud computing, 154, 161, 167
collaboration
in professional services firms, 121–137
research on, 124
revenue and, 122–123, 125–126, 133
communication
collaboration and, 132
elements of successful, 142–143
physical distance and, 147
connected devices, 155, 157. See also digital ubiquity
contract service agreements (CSAs), 157
control groups, 114–115. See also business experiments
coordination, 77–78, 80, 85–86
corporate executives. See also chief executive officer (CEO)
compensation of, 30, 33, 39–45
corporate profits, 29–30, 45. See also stock buybacks
corporate values, 84
Cracker Barrel Old Country Store, 117–118
customer engagement, 164
Daimler, 167
data
decision making
blinding and, 57
decision point and, 58
overconfidence and, 56
misweighting and, 57
System 1 thinking and, 47, 49, 54
System 2 thinking and, 47–48, 54, 58
dependent variables. See business experimentation
deregulation, 35
digital blueprints, in 3-D printing, 62
digital communication, 146–148
digital monitoring, 21
digital workspaces, 146
disinvestment, 82
Dodd-Frank Act, 42
downsize-and-distribute approach, 31
Downtown Project (Las Vegas), 150–151
earnings per share (EPS) targets, 30, 33
economic prosperity, 29, 30, 45
employee evaluations, 2–3, 5–6, 22–23. See also performance management
employees
digital tracking of, 21
engagement by, 95
employee stock options, 36–37, 39–40
employment relations, 32
engagement
customer, 164
employee, 95
estimates, in decision making, 50–52
evaluation, joint, in decision making, 55
evaluations, performance, boundaries in, 22–23
executive compensation, 30, 33, 39–45
experimentation, 96–97, 103–119. See also business experiments
Exxon Mobil, 34
Facebook, 139
face-to-face interactions, 139, 140, 143–146
federal subsidies, 44
feedback
boundaries between evaluation and, 22–23
internal, 2
flexograms, 27
Ford Motor, 167
Foundry, 149
General Electric (GE), 67, 153–155, 157–167
Giant Bicycles, 26
goals, 2, 76, 98. See also objectives
Harrah’s, 21
hedging, 49
high self-monitors, 92
IBM, 67
idiosyncratic rater effect, 3, 5
impressions, managing, 22
income inequality, 31
independent variables. See business experimentation
industrial internet, 153–155, 159–167
ING Direct, 149
innovation, 23–25, 27, 67, 72, 103, 139, 166
inside view, in decision making, 52
internal feedback, 2
internet of things, 154, 156, 157
inventory management, 68
joint evaluation, of options, 55
just-in-time inventory, 68
labor force, 32
leaders
processing of negative feedback by, 94, 96
trust in, 95
learning
machine, 114
loss aversion, 58
management by objectives, 76
manufacturing jobs. See labor force
maximizing shareholder value (MSV), 37–38
misweighting, in decision making, 57
multicultural environments, and authenticity, 99
nanotechnology, 44
networking, 94
objectives
cycling through your, 54
management by, 76
observation, 15, 17–18, 20, 21
open-market repurchases, 33–43
operations strategy, for 3-D printing, 66–69
options
vanishing options test, 56
outcomes-based business models, 169–170
outside view, in decision making, 51–52
overconfidence, in decision making, 56
patents, and 3-D printing, 67
performance
goals, 98
performance management
personal information, and transparency, 21
personal narratives, and authenticity, 99–100
planning fallacy, in decision making, 52
platforms, and 3-D printing, 69–72
playful attitude, and authenticity, 96–97
possible outcomes, in decision making, 49–52
postmortems, 51
premortems, 51
present bias, 58
product development, and digital ubiquity, 163
productivity, 18, 27, 32, 45, 145–146
product strategy, for 3-D printing, 62, 66
professional identities, 90, 91, 100. See also authenticity
professional services firms, 121–137
prosperity, 29, 30, 31, 33, 45
Public Service Enterprise Group (PSEG), 161
Publix Super Markets, 109, 113, 116
Quirky, 166
randomized field trials, 111–112
ratings, performance
debate over, 14
reconsideration, in decision making, 50–51
regulatory agencies, and digital ubiquity, 170
reinvestment, of dividends, 39
resource allocation decisions, 30–33, 45, 80–81
retain-and-reinvest approach, 30–31
retained earnings, 38
role models, and authenticity, 97–98
Rypple, 22
Samsung, 139
SAP, 154
Securities and Exchange Commission(SEC), 35, 41, 42, 45
Securities Exchange Act, 34, 35
senior management
lack of collaboration by, 121–137
See also corporate executives
shareholders, 29–31, 33, 37–38, 43, 45
SmartWool, 163
social media, and authenticity, 91
social spaces, and workspaces, 144
software companies, and digital ubiquity, 154
stakeholders, and experimentation, 108–109
St. Luke’s Medical Center, 161
stock-price manipulation, 34, 38
Stratasys, 67
coordination and, 77–78, 80, 85–86
importance of, 75
performance culture and, 84–86
research on, 78
sustainable prosperity, 31
System 1 thinking, 47, 49, 54. See also decision making
System 2 thinking, 47–48, 54, 58. See also decision making
targeted rollouts, and experiments, 116
Tax Reform Act, 43
teams
Tesco, 21
Therics, 67
patents, 67
printer farms, 70
reconfiguring ecosystems for, 62–63, 69
3D Systems, 67
acting and, 17
Uber, 168
underperformance, and strategy, 84–85
unions. See labor force
value creation, 30–33, 38, 155–157, 169
vanishing options test, in decision making, 56
Wawa, 108
weekly check-ins, with teams, 7–10
white-collar workers. See labor force
work environment, transparency in, 15–27
Yahoo, 139
yes-no framing, in decision making, 54–55
Zappos, 150
Zipcar, 167