232
Precision agriculture (cont.)
fertilizer application, 214
media and marketing attention, 215
satellite imagery and UAVs, 214
technologies and practices, 213
Private businesses, 199
Private sector research investments, 48
Production agriculture, 219
Productivity growth, 36, 38, 48, 50, 51
Programma Uitzending Managers (PUM), 163
Pro-innovation bias, 98
Prototypes, 7
Public agency, 198
Public agricultural research and development
(R&D), 47
Public agriculture research, 189
Public and private insurance programs, 49
Public sector, 12
agricultural innovations, 76
companies, 77
databases, 77
DNA, 77
hybrid crops, 78
hybrid seed programs, 76
innovation, 77
land-grant universities, 76
large-scale collaborations, 77
NSF, 78
private sector, 77, 78
Public sector-based regulation, 224
Public sector R&D, 47, 48
Public-private partnerships (PPPs), 147,
195, 198
R
Ranchers, 56
Recombinant techniques, 79
Regional TFP growth rates
agricultural R&D, 47
Asian regions, 45
China, 45
food demand, 45, 46
Latin America (LAC), 46
NARS, 48
North America, 47, 48
productivity growth, 45
public agricultural R&D, 48, 49
public sector R&D, 47, 48
R&D, 47
South Asia, 46
trade, 45
Regulatory system, 64–66
Replication, 157
Research and development (R&D), 47,
48, 66, 80
academic collaborations, 10
budgets, 10
economic sector, 10
efforts, 9
expenditures, 8
expenses, 10
and innovation, 8
innovative companies, 9
intensity, 9
and market success, 8
nonprofit organizations, 11
spenders and innovative companies, 9
Responsible scaling, 110
Rice, 72, 82
Rogers seminal synthesis, 97
S
Saharan Africa (SSA), 45
Satisfaction gaps, 7
Scaling, 108
ambition, 108
development, 110
diagnosing, 108
diagnostic analyses, 109
interdependencies, 108
plurality, 108
responsible, 110
Science-based innovations, 64
Secondary data, 129
Seed industry, 86
Self-driving equipment, 191
Selling, general, and administrative (SGA), 81
Small to medium enterprise (SME), 152
Smallholder farmer, 190, 192, 200
Small-scale farms, 40
Smart regulatory systems, 65
Smithfield foods, 58
Social and institutional dimensions, 98
Social protection programs, 50, 51
Social-organisational behaviours, 107
Social-psychological follow-up
behaviour, 99
cognitive and/or mental variables, 98
decision-making, 97
personality traits and demographic
variables, 98
Social-psychological models, 102, 109
Soy-based product, 175
Startup companies, 78, 79
State agricultural experiment stations
(SAES), 188
Index
Precision agriculture (cont.)
fertilizer application, 214
media and marketing attention, 215
satellite imagery and UAVs, 214
technologies and practices, 213
Private businesses, 199
Private sector research investments, 48
Production agriculture, 219
Productivity growth, 36, 38, 48, 50, 51
Programma Uitzending Managers (PUM), 163
Pro-innovation bias, 98
Prototypes, 7
Public agency, 198
Public agricultural research and development
(R&D), 47
Public agriculture research, 189
Public and private insurance programs, 49
Public sector, 12
agricultural innovations, 76
companies, 77
databases, 77
DNA, 77
hybrid crops, 78
hybrid seed programs, 76
innovation, 77
land-grant universities, 76
large-scale collaborations, 77
NSF, 78
private sector, 77, 78
Public sector-based regulation, 224
Public sector R&D, 47, 48
Public-private partnerships (PPPs), 147,
195, 198
R
Ranchers, 56
Recombinant techniques, 79
Regional TFP growth rates
agricultural R&D, 47
Asian regions, 45
China, 45
food demand, 45, 46
Latin America (LAC), 46
NARS, 48
North America, 47, 48
productivity growth, 45
public agricultural R&D, 48, 49
public sector R&D, 47, 48
R&D, 47
South Asia, 46
trade, 45
Regulatory system, 64–66
Replication, 157
Research and development (R&D), 47,
48, 66, 80
academic collaborations, 10
budgets, 10
economic sector, 10
efforts, 9
expenditures, 8
expenses, 10
and innovation, 8
innovative companies, 9
intensity, 9
and market success, 8
nonprofit organizations, 11
spenders and innovative companies, 9
Responsible scaling, 110
Rice, 72, 82
Rogers seminal synthesis, 97
S
Saharan Africa (SSA), 45
Satisfaction gaps, 7
Scaling, 108
ambition, 108
development, 110
diagnosing, 108
diagnostic analyses, 109
interdependencies, 108
plurality, 108
responsible, 110
Science-based innovations, 64
Secondary data, 129
Seed industry, 86
Self-driving equipment, 191
Selling, general, and administrative (SGA), 81
Small to medium enterprise (SME), 152
Smallholder farmer, 190, 192, 200
Small-scale farms, 40
Smart regulatory systems, 65
Smithfield foods, 58
Social and institutional dimensions, 98
Social protection programs, 50, 51
Social-organisational behaviours, 107
Social-psychological follow-up
behaviour, 99
cognitive and/or mental variables, 98
decision-making, 97
personality traits and demographic
variables, 98
Social-psychological models, 102, 109
Soy-based product, 175
Startup companies, 78, 79
State agricultural experiment stations
(SAES), 188
Index