grant proposal development system · design of a streamlined university grant proposal development...
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Design of a Streamlined University Grant Proposal Development
System
PROPOSAL PROCESS ENHANCEMENT AND AUTOMATION G I S E L LE S O M B I TO, P R A N AV S I K K A , J E F F R E Y P R I N D L E , C H R I S T I A N Y I
FA C U LT Y A D V I S O R
D R . L A N C E S H E R RY
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 1
Agenda • Context Analysis
• Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 2
Enterprise Stakeholders Motivations 1. Government Research
• Goal: Improve the quality of life
• Improving productivity through innovations and technological advancements
• Leveraging and involving universities and private companies allows for a broader pool of innovators
• “new and unsuspected phenomena are repeatedly uncovered by scientific research, and radical new theories have again and again been invented by scientists” [Kuhn, 1962]
• Progress through research
2. University Research
• Interests and goals are pursued alongside the government
• Research processes are followed
3. PI/Tenure Track
• Advancements in career
• Interests and goals are aligned with the University and the Government goals
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 3 Context: Research Enterprise Analysis
U.S. Government R&D Funding Competition is Increasing
2010 2011 2012 2013 2014 2015
Grant Awards $623.06 $571.63 $543.90 $523.37 $603.51 $570.13
$500
$520
$540
$560
$580
$600
$620
$640
U.S. Government R&D Funding Trend (in billions of dollars)
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 4
Involves All Government Agencies Source: USASpending.gov
Context: Research Enterprise Analysis
Volgenau School of Engineering (VSE) Grant Submissions Focus
579
398
80 61 57 53 53
37 36 34 34 16 15 15 10 6
0
100
200
300
400
500
600
700
Proposal Submissions by VSE (2010 – 2014)
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 5
Source: GMU Office of Sponsored Programs
Context: Research Enterprise Analysis
Most proposal submissions
are to smaller agencies,
next is NSF.
GMU Grant Award Amounts
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 6
Source: GMU Office of Sponsored Programs
NSF ARMY IARPA OTHERS NAVY DARPA DOD NISTHOMELAN
DDOT NIH AIRFORCE NASA FAA DOE
Funding $19.1787 $10.1916 $9.4263 $7.6731 $6.8230 $6.7851 $4.8355 $3.0565 $2.5057 $2.1729 $1.8464 $0.9160 $0.8805 $0.7006 $0.0800
$0.00
$5.00
$10.00
$15.00
$20.00
$25.00
Funding Received from Agencies (2010 – 2014) (in Million $)
Context: Research Enterprise Analysis
Proposal Performance
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 7
Source: GMU Office of Sponsored Programs
29.8%
54.0%
16.2%
VSE Proposal Performance (2010 – 2015)
Funded
Rejected
Pending
Context: Research Enterprise Analysis
* Funded ≤ 25%
Agency Award Rates
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 8
2010 2011 2012 2013 2014
NSF 23% 22% 24% 22% 23%
NIH 20% 18% 18% 17% 18%
0%
5%
10%
15%
20%
25%
30%
Gra
nt
Aw
ard
Rate
s
Agency Grant Award Rates (NSF and NIH)
NSF NIH
2007 2008 2009
NASA 33% 30% 30%
29%
29%
30%
30%
31%
31%
32%
32%
33%
33%
34%
NASA Grant Award Rates
Source: National Science Foundation
Source: National Institute of Health
Source: NASA
Context: Research Enterprise Analysis
NSF – only 23%
NIH – only 18%
NASA – only 30%
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 9
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Proposal Development Process
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 10 Context: Proposal Development Process Analysis
Process Summary Overall: ◦ 13 sub-processes
◦ 9 decision points
◦ Labor Intensive Tasks
◦ Non-technical related tasks
◦ Quality Related Tasks
◦ Intellectual labor tasks
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 11 Context: Proposal Development Process Analysis
Enhancing Labor Intensive Tasks
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 12
(6.2 Days) Significant amount of time spent on non-technical related tasks
Collaboration It is not always known to everyone which sections are
missing or what needs to be changed
Reuse of previous materials
• Document Preparation
• Biosketches
• Other General Document Requirements
(examples):
• Current & Pending
• Conflict of Interest Disclosure Form
Unnecessary iterations and
coordination problems
• Budget Revisions
• Iterative Process (As many as 10 times)
• Budget Justification
Context: Proposal Development at GMU
Sample Budget Justification
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 13 Context: Proposal Development at GMU
System Stakeholders Proposal Writers • Tenure Track Faculty
• Advancement in career
• Choosing the right grant to write for
• Technical proposal writing
• Intellectual content
• Project plan
• Invest time: 20 hours / week on research
Office of Sponsored Programs
(OSP)
• Main focus is compliance of proposals
• General requirements
• Announcement specific requirements
School
• Receive funding from grant awards Department
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 14 Context: Proposal Development at GMU
Which stakeholder receives the funding?
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 15 Context: Proposal Development at GMU
• 40% of the grant funding goes to
the PI for the research
• 60% goes to the University
including OSP to cover overhead
Indirect
Stakeholder Tension Diagram
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 16 Context: Proposal Development Stakeholders
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 17
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
GMU Proposal Development Process
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 18 Context: Proposal Development at GMU
Proposal Process Statistics
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 19
Preparation Period
Distribution: Weibull
Expression: -0.001 + WEIB(20.8, 1.03)
Square Error: 0.002343
Review Period
Distribution: Weibull
Expression: -0.5 + WEIB(3.74, 0.914)
Square Error: 0.002309
Arrival Rate
Distribution: Uniform
Expression: UNIF(992, 1170)
Square Error: 0.16000
Context: Proposal Development at GMU
GMU Proposal Process Information
Overall Time
Formal Preparation Duration = 21 days*
• Includes 4-day Review Period
• 6.20 ± 3.71 days are spent on labor intensive tasks
Estimated
Overall Cost
Average Formal Preparation Investment
= $6,440 per proposal*
Overall Quality
54% are rejected
30%** are awarded
16% are pending
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 20
*may be larger depending on PI’s effort before the request for assistance
**based on data
Context: Proposal Development at GMU
System Gap
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 21 Context: System Gap and Causes
6.2 Days are spent on Labor Intensive Tasks
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 22
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Problem Statement
•Time investment = 20.745 ± 14.35 Days
• $6,440 ± $4,400
• Approx. at most $10,840
•Approximately 10%-30% of grant proposals that are submitted by George Mason University receive funding
•Grant proposals that do not get funding become losses to the proposal writer.
•Approximately $4.5M is lost per year
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 23 Problem: Problem Statement
Need Statement
There is an opportunity to improve the processing of non-technical portion of proposals in order to reduce costs, avoid
rework and duplicate effort, and reduce the investment losses.
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 24 Problem: Need Statement
There is a need to increase collaboration, improve coordination, reuse of previous materials, and reduce
unnecessary iterations
Proposal Process Problems and Solutions
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 25 Problem: System Problems and Vision
Improve in the process Solution Design Alternative
Labor
Intensive
Tasks
• Unnecessary Iterations
• Reuse of previous materials
• General and Administrative
Requirements
Identification/Templates
• Supplementary Documents
Templates
Database Management System
• Proper Communication between
parties involved Collaboration
Document Management and
Collaboration System
• Better distribution of time among
important tasks (i.e. more time on
technical proposal writing)
• Coordination
• Unnecessary Iterations
• Eliminate downtime
• Reduce Unnecessary Iterations
Proposal Tracking System
Document Management and
Collaboration System
Intellectual
Labor
PI’s review hundreds of available
solicitations
Matching PI’s skills and
experiences with Solicitation Opportunity Management
System PI’s spend time building team Team Building
Mission Requirements
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 26
No. Requirement
MR.1.0 The system shall automate the manual tasks of the proposal
writing process
MR.2.0 The system shall increase the utilization of time allotted for
the technical proposal.
MR.3.0 The system shall increase the proposals complying with the 4-
day OSP review period by 10%.
MR.4.0 The system shall eliminate or reduce the average time spent
on budget preparation by 25%.
MR.5.0 The system shall eliminate or reduce the time spent on Labor
Intensive Tasks by 20%
Problem: Mission Requirements
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 27
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Design Alternatives
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 28
Alternative Alternative Name & Description
A Additional OSP GAs
B New Support Group
C Database Management System
• Database of Templates/Requirements
• Database of Previous Proposals
• Database of Users
D Document Management and Collaboration System
• Document Templates for a specific proposal
• Same documents
• Efficient Communication
• Linked Budget and Budget Justification
E Proposal Tracking System
F Opportunity Management System
• Matches PIs to Solicitations
Design Alternatives
System Functional Diagram
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 29 Design Alternatives
System Wireframes: Dashboard
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 30 Design Alternatives
System Wireframes: Document Template
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 31 Design Alternatives
System Wireframes: Budget
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 32 Design Alternatives
Value Hierarchy
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 33 Design Alternatives: Value Hierarchy
Depends on the deployment method
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 34
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Simulation Requirements
35 Design of Experiment: Simulation Requirements
No. Requirement
SR. 1 The simulation shall take in input of a solicitation.
SR. 2 The simulation shall assign parameters to the input that will
affect the results.
SR. 3 The simulation shall identify bottlenecks in the system
SR. 4 The simulation shall be run with 1000 replications
SR. 5 The simulation shall be run with a duration based on the
parameters of the input.
SR. 6 The simulation shall output time spent on the different sub
processes in the system.
Simulation Objective: To evaluate design alternatives
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
CPN Model
36 Design of Experiment: CPN Model DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
Baseline Simulation Inputs
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 37
Preparation Period
Distribution: Weibull
Expression: -0.001 + WEIB(20.8, 1.03)
Square Error: 0.002343
Review Period
Distribution: Weibull
Expression: -0.5 + WEIB(3.74, 0.914)
Square Error: 0.002309
Arrival Rate
Distribution: Uniform
Expression: UNIF(992, 1170)
Square Error: 0.16000
Design of Experiment: System Inputs
Baseline Information for Validation
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 38
Arrival Rate UNIFORM(992,1170)
Preparation Time (PT) -0.001+ WEIB(20.8,1.03)
Technical Proposal Writing 70%
Budget Preparation 15%
Document Gathering 10%
Formatting and General Req 5%
Review Time -0.5 + WEIB(3.74, 0.914)
Design of Experiment:mSystem Inputs
Simulation Validation
39 Design of Experiment: Baseline Validation
Sub-Processes Duration (𝜇) (days) Stdev (𝜎)
Total Preparation Time 20.715 14.35
Writing Time 14.557 13.306
Formatting/General Req. Time 1.033 0.990
Budget Preparation Time 3.091 2.982
Document Gathering Time 2.076 1.976
OSP Review Time 3.445 4.29
Internal OSP Deadline Reached 31%
95% CI for difference: (-2.11, 2.80)
T-Test of difference = 0 (vs ≠): T-Value = 0.28
P-Value = 0.783
Result: PASS
Total Preparation Time t-test
H0: No statistical significant difference in mean
HA: Statistical significant difference in mean
Difference = μ (t1) - μ (t2)
t1 = mean of the raw data obtained from the OSP
t2 = mean of total preparation time result of the simulation
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
Design of Experiment
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 40
Treatment Configuration Alternatives
A B C D E F
1 Baseline
2 A x
3 A, C x x
4 A, C, D x x x
5 A, C, D, E x x x x
6 A, C, D, E, F x x x x x
7 A, F x x
8 C, D x x
9 C, D, E x x x
10 C, D, E, F x x x x
11 C, E x x
12 F x
13 B x
14 B, C x x
15 B, C, D x x x
16 B, C, D, E x x x x
17 B, C, D, E, F x x x x x
18 B, F x x
Design of Experiment: Treatments
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
Design of Experiment Treatments
Alternative
Efficiency Gain
Labor Intensive
Tasks
Quality Related
Tasks
A -10%
B -10%
C -10% +5%
D -20% +5%
E -15% +5%
F +20%
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 41
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
Example:
Alternative E: Proposal Tracking System
Budget Time reduced by 10%
0.9*(0.15*(Weibull(20.8,1.05)))
Document Gathering reduced by 5%
0.95*(0.1(Weibull(20.8,1.05)))
Design of Experiment: Treatments
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 42
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Effects of Individual Design Alternatives
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 43
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
-0.637
-0.487
-0.567
0.623
0.053
-0.7
-0.6
-0.5
-0.4
-0.3
-0.2
-0.1
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
A B C D E F
Time Saved on Labor Intensive Tasks (in Days)
D
E
S
I
R
E
D
Simulation Results: Alternatives
Time Spent on Labor Intensive Tasks
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 44
Two-sample T for Baseline vs Alternative D
H0: μ (Baseline) = μ (Alternative D)
HA: μ (Baseline) > μ (Alternative D)
Difference = μ (Baseline) - μ (Alternative D)
Estimate for difference: 0.620
90% lower bound for difference: 0.056
T-Test of difference = 0 (vs >): T-Value = 1.42
P-Value = 0.080
Result: Pass
Simulation Results: Alternatives
3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Time Saved -0.27 0.583 0.893 0.883 -0.64 0.583 0.573 1.333 0.653 -0.33 -0.51 -0.36 0.693 1.323 1.323 -0.51
-6
-4
-2
0
2
4
6
Time Saved on Labor Intensive Tasks (Days)
Effects of DOE Treatments
45
Saves the most time:
Treatment 10
C, D, E, F
• 1.33 ± 2.848 days
• 21.49% to 66.95%
reduction in time
spent on labor
intensive tasks
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
Simulation Results: Treatments DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
D
E
S
I
R
E
D
Time Spent on Labor Intensive Tasks Baseline & Treatment 10
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 46
Two-sample T for Baseline vs Treatment 10
H0: μ (Baseline) = μ (Treatment 10)
HA: μ (Baseline) > μ (Treatment 10)
Difference = μ (Baseline) - μ (Treatment 10)
Estimate for difference: 1.264
95% lower bound for difference: 0.577
T-Test of difference = 0 (vs >): T-Value = 3.08 P-Value = 0.002
Result: Pass
Simulation Results: Treatments
OSP 4-Day Review Period
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 47
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
31
40 40 41
35
38
31
0
5
10
15
20
25
30
35
40
45
Baseline A B C D E F
%
% of Proposal that Meet 4-Day Period D
E
S
I
R
E
D
Simulation Results: Alternatives
OSP 4-Day Review Period
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 48
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
35
30
35 35
40
32 30 30
44
31
40
37 38
35 35
40
0
5
10
15
20
25
30
35
40
45
3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
%
Treatment
% of Proposal that Meet 4-Day Period
Treatment 11 – C, E D
E
S
I
R
E
D
Simulation Results: Treatments
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 49
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Utility Analysis of All Treatments PERFORMANCE ATTRIBUTE OVERALL UTILITY
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 50
Treatment 10
• Database Mgmt System
• Document Mgmt &
Collaboration System
• Proposal Tracking System
• Opportunity Mgmt System
• Mean Time Saved:1.33
days
Utility Analysis: All Treatments
Utility Analysis of Tech Alternatives PERFORMANCE ATTRIBUTE OVERALL UTILITY
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 51
Treatment 10
• Database Mgmt System
• Document Mgmt & Collaboration System
• Proposal Tracking System
• Opportunity Mgmt System
• Mean Time Saved: 1.33 Days
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
Utility Analysis: Tech Treatments
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 52
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Sensitivity Analysis of Tech Alternatives COMPLIANCE PERFORMANCE
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 53
• As weight for compliance increases (≥ 0.27)
decision becomes Treatment 11:
• Database Management System
• Proposal Tracking System
• As weight for performance decreases (≤ 0.27)
decision Treatment 11:
• Database Management System
• Proposal Tracking System
Sensitivity Analysis
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 54
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Cost vs Utility
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 55
Vendor Annual
Cost
Alternatives
C D E F
Commercial
Off the Shelf
Product 1 $118,800.00 x x
Commercial
Off the Shelf
Product 1
2
$70,800.00 x x
Swiftgrant $192,000.00 x x x x
Alt Alternative Name
A Additional OSP GAs
B New Support Group
C Database Management System
D Document Management and Collaboration System
E Proposal Tracking System
F Opportunity Management System
0.686
0.648
0.727
0.64
0.65
0.66
0.67
0.68
0.69
0.7
0.71
0.72
0.73
0.74
$0 $50,000 $100,000 $150,000 $200,000 $250,000
Off the Shelf Product 1 Off the Shelf Product 2 Swiftgrant
Cost vs Utility Analysis
Agenda
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 56
• Context Analysis • Research Enterprise Analysis
• Proposal Development at George Mason and Stakeholders
• Proposal Development Process
• Problem Analysis
• Design Alternatives
• Design of Experiment and Simulation
• Results • Simulation Results
• Utility Analysis
• Sensitivity Analysis
• Cost Analysis
• Recommendations
Proposed System: Swiftgrant
SWIFTGRANT: Streamlined, Collaborative University Grant System
• Cloud-based grant proposal development system
• Includes maintenance/updates and training
• All functionality alternatives are applicable
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 57 Business Plan
Business Model
Basic Subscription Premium
Subscription
Premium Plus
Subscription
Database of Proposal Requirements* ✓ ✓ ✓
Database of Templates* ✓ ✓ ✓
Document Management and Repository ✓ ✓ ✓
Biosketch or CV Creator ✓ ✓ ✓
Collaboration Feature ✓ ✓ ✓
Solicitation Matching ✓ ✓
Capabilities Matching ✓
$120/mo/user $140/mo/user $160/mo/user
* - Five agencies will be provided
• Subscription Based
• Cost-Based Pricing
Business Plan DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
Market Analysis and Opportunity
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 59
Market Value
Tier 1 Universities 200
Users/University x 100
Price per user per month x $160
Total Per Month $3,200,000
Annual Total Mkt Value $38,400,000
5th Year Market Share
5% $1,920,000
8.5% $3,264,000
10% $3,840,000
Market Penetration Est. Addt'l Annual Revenue
1% $384,000
2% $768,000
2.50% $960,000
Business Plan
-$750,000.00
$250,000.00
$1,250,000.00
$2,250,000.00
$3,250,000.00
$4,250,000.00
$5,250,000.00
0 1 2 3 4 5
Cumulative Cost Cumulative Revenue Cumulative Net Profit (Loss)
Break-even and ROI for 1% Penetration Rate
All are Premium Plus Subscriptions:
Break-even point is during Year 4
Yr Mkt Share ROI
1 0.50%
2 1.5%
3 2.5%
4 3.5%
5 5.0% 357%
• 1 University = 100 Users
Initial Investment
$272,000
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM
-$1,000,000.00
-$500,000.00
$0.00
$500,000.00
$1,000,000.00
$1,500,000.00
$2,000,000.00
$2,500,000.00
$3,000,000.00
$3,500,000.00
$4,000,000.00
$4,500,000.00
$5,000,000.00
$5,500,000.00
0 1 2 3 4 5
Cumulative Cost Cumulative Revenue Cumulative Net Profit (Loss)
All are Premium Plus Subscriptions:
Break-even point is during Year 5
Venture Capital Pitch Implement Swiftgrant, will reduce the time inefficiencies in the
process: • Treatment 10
• Saves approximately 1.33 ± 2.85 days on labor intensive tasks
• With the collaboration system won’t need the 4-day Review period
• 3.09 Days Average OSP 4-day Review Period
• Swiftgrant
• $192,000.00 Annual User Cost
• Initial Investment of $272,000
• 357% ROI on 5th Year with 1% Market Penetration Rate
• $969,945 Profit on Year 5
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 61 Business Plan
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 62
Business Case
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 63
Proposed System: SwiftGrant
SWIFTGRANT: Streamlined, Collaborative University Grant System
• Cloud-based grant proposal development system
• Includes maintenance/updates and training
• All functionality alternatives are applicable
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 64
Product Distribution Methods Basic
Subscription
Premium
Subscription
Premium Plus
Subscription
Database of Proposal Requirements* ✓ ✓ ✓
Database of Templates* ✓ ✓ ✓
Document Management and Repository ✓ ✓ ✓
Biosketch or CV Creator ✓ ✓ ✓
Collaboration Feature ✓ ✓ ✓
Solicitation Matching ✓ ✓
Capabilities Matching ✓
$120/mo/user $140/mo/user $160/mo/user
* - Five agencies will be provided
Market Analysis and Opportunity
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 66
Market Value
Tier 1 Universities 200
Users/University x 100
Price per User x $160
Total Per Month $3,200,000.00
Annual Total Mkt Value $38,400,000.00
5th Year Market Share
5% $1,920,000.00
8.5% $3,264,000.00
10% $3,840,000.00
Market Penetration Est. Addt'l Annual Revenue
1% $384,000.00
2% $768,000.00
2.50% $960,000.00
Initial Investment Cost
Initial Investment $272,000.00
Cost
Rent $60,000.00
Licenses & Fees $3,000.00
Testing $10,000.00
Legal and Consulting Fees $6,000.00
Equipment & Supplies $10,000.00
Research and Design $90,000.00
Development $108,000.00
Consultants $15,000.00
Advertising $30,000.00
Total Initial Investment $272,000.00
Recurring Costs Year 1 2 3 4 5
Rent $5,000.00 $5,250.00 $5,500.00 $5,750.00 $6,000.00
Utilities $1,500.00 $1,500.00 $2,000.00 $2,000.00 $2,500.00
Salaries and Wages $33,000.00 $33,000.00 $34,650.00 $40,792.50 $40,792.50
Advertising $5,000.00 $5,000.00 $6,000.00 $6,000.00 $7,000.00
Insurance $1,000.00 $1,250.00 $1,500.00 $1,750.00 $2,000.00
Taxes $1,000.00 $1,250.00 $1,500.00 $1,750.00 $2,000.00
Cloud Fees $7,311.59 $7,311.59 $9,140.07 $9,140.07 $10,966.23
Consulting Fees $500.00 $550.00 $600.00 $650.00 $700.00
Accounting/Payroll Fees $400.00 $400.00 $500.00 $500.00 $600.00
Total (monthly) $54,711.59 $55,511.59 $61,390.07 $68,332.57 $72,558.73
Annual $656,539.08 $666,139.08 $736,680.84 $819,990.84 $870,704.76
Revenue Projections for ~ 1% Penetration
0 1 2 3 4 5
Basic $- $144,000.00 $576,000.00 $1,296,000.00 $2,304,000.00 $3,744,000.00
Premium $- $168,000.00 $672,000.00 $1,512,000.00 $2,688,000.00 $4,368,000.00
Premium Plus $- $192,000.00 $768,000.00 $1,728,000.00 $3,072,000.00 $4,992,000.00
-$500,000.00
$500,000.00
$1,500,000.00
$2,500,000.00
$3,500,000.00
$4,500,000.00
$5,500,000.00C
um
ula
tive R
evenue
-$1,000,000.00
$0.00
$1,000,000.00
$2,000,000.00
$3,000,000.00
$4,000,000.00
$5,000,000.00
0 1 2 3 4 5
Cumulative Cost Cumulative Revenue Cumulative Net Profit (Loss)
Break-even and ROI for ~1% Penetration Rate
All are Premium Subscriptions:
Break-even point is during Year 5
Yr Mkt Share ROI
1 0.50%
2 1.5%
3 2.5%
4 3.5%
5 5.0% 121%
• 1 University = 100 Users
Initial Investment
$272,000
Agency Evaluation
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 71
Agency Evaluation
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 72
NSF NIH DARPA DOD NASA
All agencies evaluate the compliance to general and administrative guidelines (i.e. formatting, page limitations, documents)
Review Team is assembled after
proposals are submitted
Scientific Review Group is created
after the proposals are submitted
Review Team is
established before the
BAA is publicized
Merit Criteria:
Broader Impacts
Intellectual Merit
Qualification of Individual
Extent of activities suggest and
explore creative, original or
potentially transformative
concepts
Well reasoned, well organized
plans, and based on a sound
rationale
Adequacy of resources available
to the PI to conduct activities
Evaluation Criteria:
Overall Impact
Approach
Investigators
Significance
Environment Effects
Innovation
Evaluation criteria is
different for each
solicitation
(how advantageous the
research is to the
government)
Technical Rating Evaluation:
Technical and Risk
Rating
Technical Rating
Risk Rating
Evaluation Criteria:
70% of the overall score goes to
the Technical Evaluation
30% of the overall score goes to
the experiment safety evaluation
o includes the outreach plan
Budget is reviewed after the content is
reviewed
Two levels
Scored review criteria is
created on the first level
Percentile rankings are
created on the second level
Budget is reviewed after
the content is reviewed
Cost or Price Evaluation
Past Performance Confidence
Assessment
Context Materials
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 73
PI Trainers Companies that provide direction on proposal process such as
◦ Principle Investigators Association
◦ American Grant Writers Association
Their objective is to assist proposal writers on aspects of the proposal process that they are not familiar with.
They are a third party to the actual proposal process and therefore have no stake in the acceptance of a proposal other then potential marketing value if the proposal writers feel that their information led to their proposal being accepted.
Through their websites they offer information pack and online webinars that detail different aspects of the proposal process.
74
Professional Associations Association of Proposal Management Professionals (APMP)
Grant Professionals Association (GPA)
Mission and Goals:
Promote professional growth of its members
◦ Dedicated to winning business through proposals, bids, tenders and presentations
◦ Share best practices and trends in the field
Networking with different professionals
75
•COEUS •Grant management system designed by MIT
•Captures proposal information into database
•Budget estimation
•Proposal submission
• Input: Financial Information
•Output: Budget
76
Other Inefficiencies Inconsistent Approval Results
◦ PI does not have an idea of what the rubric is
◦ Who needs to approve?
OSP Approvals and Deadlines
◦ Approvals are done last minute
Proposal status is unknown
Unsolicited Proposals
◦ Proposal receipt is not checked or verified
No one is in charge of the whole system
◦ No governing body
77
Requirements
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 78
Functional Requirements FR 1.0 Dashboard Requirements
- The system shall provide a dashboard interface.
FR 2.0 Template Requirements
-The system shall provide for proposal templates
FR 3.0 Checklist of Requirements
-The system shall be able to provide a list of the components of the selected proposal.
FR 4.0 Progress Requirements
-The system shall track the progress of the fulfillment of proposal requirements.
FR 5.0 Collaboration Requirements
-The system shall allow multiple users to access, edit and monitor the proposal.
FR 6.0 Automatic Formatting Requirements
-The system shall format the document automatically based on the type of proposal selected
79
Functional Requirements FR 7.0 Document Management Requirements
- The system shall provide space for the proposal package.
FR 8.0 Opportunity Management Requirements
- The system shall allow users to match their qualifications to available opportunities.
FR 9.0 Security Requirements
- The system shall provide for a safe workspace for the PI and the GA.
FR 10.0 Database Requirements
- The system shall provide for a database of different content.
FR 11.0 Compatibility
- The system shall be compatible with different document and browser formats.
80
Design Requirements DR.1 The system shall have a homepage that will provide access to system functions.
DR.2 The system shall output documents in pdf and word.
DR.3.1 The system shall incorporate appropriate encryption.
DR.3.2 The system shall provide security for the user.
DR.4 The system shall be compatible with widely used web browsers.
DR.5 The system shall provide for error correction via an undo button.
81
Costs
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 82
Proposal Investment
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 83
$92,000.00
Weeks 30 $3,066.67
Days 5 $613.33
Effort 0.5 $306.67
Weeks 21 $6,440
Proposal Investment
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 84
Investment per proposal $3,864
Proposals per year 1,000 per year
Total Investment per year $3,864,000
Rejection Rate ~70%
Total Investment Lost $2,704,800
IDEF0s
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 85
External Systems
86
System Diagram
87
88
System Diagram
89
System Diagram
System Diagram
90
System Diagram
91
System Diagram
92
System Diagram
93
Budget Document Budget Justification
Simulation
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 94
Time Statistics
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 95
Arrival Rate UNIFORM(992,1170)
Preparation Time (PT) -0.001+ WEIB(20.8,1.03)
Technical Proposal Writing 70%
Budget Preparation 15%
Document Gathering 10%
Formatting and General Req 5%
Review Time -0.5 + WEIB(3.74, 0.914)
Design of Experiment: Simulation Statistics
Design Alternative Simulation Results
Alternative Total
Time
(days) 𝜎
Quality Labor Intensive Tasks Compliance
%
deadline Writing
Time
(days)
𝜎
Formatting
Time
(days)
𝜎
Doc
Gathering
(days)
𝜎
Budget
Preparation
(days)
𝜎
Total Labor
Intensive
Tasks
(days)
OSP
Review
Time
(days)
𝜎
Baseline 21.72 14.36 14.55 13.31 1.033 0.99 2.08 1.98 3.09 2.98 6.203 3.45 4.29 31
A 23.34 11.98 12.24 10.11 0.99 0.86 2.14 2.02 3.71 3.09 6.84 4.36 4.83 40
B 21.39 9.7 11.04 9.07 1.11 1.07 2.1 1.88 3.48 3.17 6.69 4.08 3.99 40
C 22.72 11.82 11.79 10.11 0.9 0.77 2.21 2.03 3.66 3.24 6.77 4.25 4.65 41
D 23.12 13.47 14.27 13.89 1.06 0.99 1.95 1.63 2.57 2.18 5.58 3.6 3.96 35
E 21.82 14.24 12.3 13.00 0.84 0.77 2.09 1.55 3.22 3.07 6.15 3.7 3.65 38
F 21.72 14.36 14.55 13.31 1.033 0.99 2.08 1.98 3.09 2.98 6.203 3.45 4.29 31
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 96
Good
Treatment Simulation Results
Treatment
Total
Time
(days)
𝜎
Quality Labor Intensive Tasks Compliance
%
deadline Writing
Time
(days)
𝜎
Formatting
Time
(days)
𝜎
Doc
Gathering
(days)
𝜎
Budget
Preparation
(days)
𝜎
Total Labor
Intensive
Tasks
(days)
OSP
Review
Time
(days)
𝜎
Baseline 21.72 14.36 14.55 13.31 1.033 0.99 2.08 1.98 3.09 2.98 6.203 3.45 4.29 31
3 23.09 12.93 13.82 12.73 0.89 0.81 1.99 1.83 3.59 3.1 6.47 3.7 4.16 35
4 22.45 12.21 14.86 12.74 0.83 0.76 1.86 1.73 2.93 2.51 5.62 3.27 3.75 30
5 20.77 12.09 13.61 12.07 1.12 0.89 1.9 1.78 2.29 2.38 5.31 3.15 3.64 35
6 20.77 12.03 13.61 12.07 1.13 0.89 1.9 1.78 2.29 2.38 5.05 4.37 3.64 35
7 23.34 11.98 12.24 10.11 0.99 0.86 2.14 2.02 3.71 3.09 5.97 3.31 4.83 40
8 22.49 12.21 14.86 12.74 0.83 0.76 1.86 1.72 2.93 2.51 5.62 3.09 3.76 32
9 21.09 11.78 12.86 11.21 1.04 0.99 1.98 1.92 2.61 2.46 5.63 3.09 3.17 30
10 22.75 15.81 18.29 15.56 0.94 1.08 1.86 1.65 2.07 2.04 4.87 4.45 3.62 29
11 23.89 12.85 13.69 12.36 0.9 0.92 1.88 1.83 2.77 2.32 5.55 3.99 4.56 44
12 24.16 15.81 14.79 15.56 1.01 1.08 2.13 1.65 3.39 2.04 6.53 4.08 3.62 31
13 21.39 9.7 11.04 9.07 1.12 1.06 2.1 1.87 3.49 3.17 6.71 3.59 4 40
14 21.11 10.1 11.57 10.68 0.95 0.89 1.87 1.82 3.74 2.66 6.56 4.04 4.25 37
15 21.73 12.96 12.51 10.29 0.95 0.85 1.55 1.21 3.01 2.68 5.51 3.99 4.49 38
16 20.94 11.14 12.74 11.52 0.89 0.9 1.49 1.45 2.5 1.95 4.88 3.89 4.55 35
17 20.94 11.14 12.74 11.52 0.89 0.9 1.49 1.45 2.5 1.95 4.88 3.89 4.55 35
18 21.39 9.7 11.04 9.07 1.12 1.06 2.1 1.87 3.49 3.17 6.71 3.59 4 40
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 97
Good
Treatment Simulation Results
Treatment
Total
Time
(days)
𝜎
Quality Labor Intensive Tasks Compliance
%
deadline Writing
Time
(days)
𝜎
Format
Time
(days)
𝜎
Doc
Gathering
(days)
𝜎 Budget Prep
(days) 𝜎
%
Dec/Inc
Total
Labor
Intensive
Tasks
(days)
OSP
Review
Time
𝜎
Baseline 21.72 14.36 14.55 13.31 1.033 0.99 2.08 1.98 3.09 2.98 6.203 3.45 4.29 31
3 23.09 12.93 13.82 12.73 0.89 0.81 1.99 1.83 3.59 3.1 -16.18% 6.47 3.7 4.16 35
4 22.45 12.21 14.86 12.74 0.83 0.76 1.86 1.73 2.93 2.51 5.18% 5.62 3.27 3.75 30
5 20.77 12.09 13.61 12.07 1.12 0.89 1.9 1.78 2.29 2.38 25.89% 5.31 3.15 3.64 35
6 20.77 12.03 13.61 12.07 1.13 0.89 1.9 1.78 2.29 2.38 25.89% 5.05 4.37 3.64 35
7 23.34 11.98 12.24 10.11 0.99 0.86 2.14 2.02 3.71 3.09 -20.06% 5.97 3.31 4.83 40
8 22.49 12.21 14.86 12.74 0.83 0.76 1.86 1.72 2.93 2.51 5.18% 5.62 3.09 3.76 32
9 21.09 11.78 12.86 11.21 1.04 0.99 1.98 1.92 2.61 2.46 15.53% 5.63 3.09 3.17 30
10 22.75 15.81 18.29 15.56 0.94 1.08 1.86 1.65 2.07 2.04 33.01% 4.87 4.45 3.62 29
11 23.89 12.85 13.69 12.36 0.9 0.92 1.88 1.83 2.77 2.32 10.36% 5.55 3.99 4.56 44
12 24.16 15.81 14.79 15.56 1.01 1.08 2.13 1.65 3.39 2.04 -9.71% 6.53 4.08 3.62 31
13 21.39 9.7 11.04 9.07 1.12 1.06 2.1 1.87 3.49 3.17 -12.94% 6.71 3.59 4 40
14 21.11 10.1 11.57 10.68 0.95 0.89 1.87 1.82 3.74 2.66 -21.04% 6.56 4.04 4.25 37
15 21.73 12.96 12.51 10.29 0.95 0.85 1.55 1.21 3.01 2.68 2.59% 5.51 3.99 4.49 38
16 20.94 11.14 12.74 11.52 0.89 0.9 1.49 1.45 2.5 1.95 19.09% 4.88 3.89 4.55 35
17 20.94 11.14 12.74 11.52 0.89 0.9 1.49 1.45 2.5 1.95 19.09% 4.88 3.89 4.55 35
18 21.39 9.7 11.04 9.07 1.12 1.06 2.1 1.87 3.49 3.17 -12.94% 6.71 3.59 4 40
DESIGN OF A GRANT PROPOSAL DEVELOPMENT SYSTEM 98
Good