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Highs and Lows of the
Interdepartmental MathBio
         Program
         Jason Miller, Ph.D.
     Department of Mathematics



                                 SMB 2012
Outline




          SMB 2012
Outline
• Truman’s Program (Development and Current
  State)




                                              SMB 2012
Outline
• Truman’s Program (Development and Current
  State)
• Successes




                                              SMB 2012
Outline
• Truman’s Program (Development and Current
  State)
• Successes
• Failures ... Challenges



                                              SMB 2012
Outline
• Truman’s Program (Development and Current
  State)
• Successes
• Failures ... Challenges
• Lessons Learned & Conversation


                                              SMB 2012
Truman is...
• ... public liberal arts & sciences
• ... medium sized (≈6000 students, 320
   faculty)
• ... geographically isolated, rural
• ... highly selective (ave. ACT of first-year
   student≥27)
• ... lean, affordability Mission
                                                SMB 2012
Other Truman Factoids
• T&P Scholarly expectation varies between
  departments
  • Biology: medium
  • Math & CS: (very) low
• No formalized definition for faculty
  workload beyond ‘credit load’ or ‘contact
  hours’
• Deep commitment to undergraduate
  research
                                              SMB 2012
Photo by w4nd3rl0st (InspiredinDesMoines) - http://flic.kr/p/aPw9Xe
                                                                     SMB 2012
Mathematical Biology
     Program


                       SMB 2012
pre-2003




                                                     Biology
 Math




        (Silos not to scale)
        Photo by keeva999 - http://flic.kr/p/bXchED             SMB 2012
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2003

       SMB 2012
2003   2005

              SMB 2012
2003   2005
              2010
                     SMB 2012
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SMB 2012
UBM Program




              SMB 2012
UBM Program
• a small group of faculty from math, CS, and
  biology leveraged Truman strengths and
  Hopper’s Law of Retroaction:




                                                SMB 2012
UBM Program
• a small group of faculty from math, CS, and
  biology leveraged Truman strengths and
  Hopper’s Law of Retroaction:
      “It is easier to seek forgiveness than
      permission.”




                                                SMB 2012
UBM Program
• a small group of faculty from math, CS, and
  biology leveraged Truman strengths and
  Hopper’s Law of Retroaction:
      “It is easier to seek forgiveness than
      permission.”
• NSF UBM grants in 2003, 2004, and 2009

                                                SMB 2012
UBM Program
• a small group of faculty from math, CS, and
  biology leveraged Truman strengths and
  Hopper’s Law of Retroaction:
      “It is easier to seek forgiveness than
      permission.”
• NSF UBM grants in 2003, 2004, and 2009
• Established research-focused
  interdisciplinary training program in mathbio.

                                                SMB 2012
Research-focus




                 SMB 2012
Research-focus
• Multidisciplinary teams
 • two students, two faculty
 • students (resp. faculty) from each discipline




                                              SMB 2012
Research-focus
• Multidisciplinary teams
 • two students, two faculty
 • students (resp. faculty) from each discipline
• focus on a question arising from biologist’s
  lab, research programme




                                              SMB 2012
Research-focus
• Multidisciplinary teams
 • two students, two faculty
 • students (resp. faculty) from each discipline
• focus on a question arising from biologist’s
  lab, research programme
• start 1 Jan to prepare & plan; execute during
  residential & coordinated Summer; complete
  arc in Fall, end by 31 Dec.

                                              SMB 2012
UBM Accomplishments
• about 60 student participants
• 20+ faculty participants
• 80%+ students to graduate school
• 10%+ students to industry
• 20 papers in peer-reviewed scientific
  journals
• scores of presentations at regional, national,
  and international meetings

                                               SMB 2012
UBM Accomplishments
From more than one ‘mathphobic’ biology
faculty member, research mentor:

  “This program has changed the way
  I think about doing research.”




                                          SMB 2012
UBM Accomplishments
From more than one ‘mathphobic’ biology
faculty member, research mentor:

   “This program has changed the way
   I think about doing research.”

If it’s changing the way they think in the lab,
then it’s changing the way they talk with
students about mathematics

                                                  SMB 2012
“We are not trying to turn mathematics
majors into biology majors, nor are we
trying to turn biology majors into
mathematics majors.
Rather, we are trying to bring both together
at the intersection of the life and
mathematical sciences to train them to work
across disciplinary boundaries.”



                                          SMB 2012
“We are not trying to turn mathematics
majors into biology majors, nor are we
trying to turn biology majors into
mathematics majors.
Rather, we are trying to bring both together
at the intersection of the life and
mathematical sciences to train them to work
across disciplinary boundaries.”
              We work to bridge an epistemological gap
              between the mathematical and life sciences.

                                                    SMB 2012
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‘Convergent’ teamwork is going to be a defining
characteristic of 21st century science and
mathematics.




                                                 SMB 2012
‘Convergent’ teamwork is going to be a defining
characteristic of 21st century science and
mathematics.
    It can’t be taught through a series of lectures.




                                                  SMB 2012
‘Convergent’ teamwork is going to be a defining
characteristic of 21st century science and
mathematics.
    It can’t be taught through a series of lectures.
    It can’t be taught from a textbook or by reading a
    journal paper.




                                                  SMB 2012
‘Convergent’ teamwork is going to be a defining
characteristic of 21st century science and
mathematics.
    It can’t be taught through a series of lectures.
    It can’t be taught from a textbook or by reading a
    journal paper.
    It can’t be taught in a course for a (single) major.




                                                   SMB 2012
‘Convergent’ teamwork is going to be a defining
characteristic of 21st century science and
mathematics.
    It can’t be taught through a series of lectures.
    It can’t be taught from a textbook or by reading a
    journal paper.
    It can’t be taught in a course for a (single) major.
The above activities can motivate students and
prepare them to learn to be ‘convergent’

                                                   SMB 2012
‘Convergence’ can be taught...




                          SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’




                                                  SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:




                                                  SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:
   • it’s a real research project to the mentors




                                                   SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:
   • it’s a real research project to the mentors
   • mentors from different disciplines



                                                   SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:
   • it’s a real research project to the mentors
   • mentors from different disciplines
   • undergraduates from different disciplines


                                                   SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:
   •   it’s a real research project to the mentors
   •   mentors from different disciplines
   •   undergraduates from different disciplines
   •   long-term immersion

                                                     SMB 2012
‘Convergence’ can be taught...
 • Our experience provides strong evidence that
   proper hands-on undergraduate research (or
   research-like) projects can train undergraduates to
   be ‘convergent’
 • Essential characteristics:
   •   it’s a real research project to the mentors
   •   mentors from different disciplines
   •   undergraduates from different disciplines
   •   long-term immersion
   •   students have sense of significant ownership
                                                     SMB 2012
We Wanted More...
• impact a bigger group of students
• institutionalize the changes in culture,
  activity
• courses
  •   Bioinformatics
  •   Introduction to Mathematical Biology
  •   Biostatistics/Biometry
  •   Introduction to Computational Science*
  •   (new, 2012) Calculus & Mathematical Methods for
      the Life Sciences

                                                        SMB 2012
Competency-based
    Minor




                   SMB 2012
Competency-based
    Minor




             SMB 2012
Data          Competency-based
                        Minor
   Modeling


Computational


   Statistics

Interdisciplinary
    Research
                                 SMB 2012
Data          Competency-based
                        Minor
   Modeling


Computational
                    • Demonstrate proficiencies in each
                      category (though research,
                      courses)

   Statistics

Interdisciplinary
    Research
                                                   SMB 2012
Data          Competency-based
                        Minor
   Modeling


Computational
                    • Demonstrate proficiencies in each
                      category (though research,
                      courses)

   Statistics       • Earn 15+ credits doing so (must
                      take Intro to MathBio course)

Interdisciplinary
    Research
                                                      SMB 2012
Data          Competency-based
                        Minor
   Modeling


Computational
                    • Demonstrate proficiencies in each
                      category (though research,
                      courses)

   Statistics       • Earn 15+ credits doing so (must
                      take Intro to MathBio course)

Interdisciplinary   • Attend MathBio Seminar
    Research
                                                      SMB 2012
Data          Competency-based
                        Minor
   Modeling
                    • competencies straddle disciplinary
                      boundaries
Computational
                    • create learning plan
                    • use experiences (incl. courses) to
   Statistics         show competencies
                    • faculty oversight committee
Interdisciplinary     approves plan, notifies Registrar
    Research          when completed

                                                     SMB 2012
Other Courses
• Any that makes a connection between the
  areas. Some example:
  • Math Modeling        • Developmental
  • Ecology                 Biology

  • ODEs                 • (Electron)
                            Microscopy
  • Genetics of          • Plant/Animal
    Animal and Plant
    Improvement             Breeding

                                            SMB 2012
Nota Bene
• The 15+ credit minor only adds 2-ish courses
  to a student’s major

• At conferences...
        “I wish we could do that...”

• Getting it through governance...
        [ovation]


                                             SMB 2012
Challenges




             SMB 2012
SMB 2012
SMB 2012
SMB 2012
SMB 2012
Our program is costly
• research program:
 • ≈$40k per team
 • time and effort to recruit
 • not easily sustainable
• minor: faculty time
 • oversight
 • recruiting, mentoring students
• courses
 • departmental zero-sum, silo mentality
 • team-teaching is seen as frivolous
                                           SMB 2012
Funding Reality




1998                                        2015
           From Tuition    From State

 How to sustain a program in this environment?
                                                 SMB 2012
Funding Reality
• Show program’s cost-benefit lean
  ‘benefit’ (e.g., credit generation, revenue)
• Show your program’s outcomes align with
  University’s strategic plan
• Track student successes (e.g., subsequence
  grades, post-graduation experiences) and
  share
• Cultivate faculty buy-in (individual, group,
  departmental, and school)
                                                 SMB 2012
Minor Production


• MathBio Minor: competency based
  (requires planning, paperwork, and approval)
• Cognitive Science Minor: course-based


                                             SMB 2012
Minor Production
           Cognitive Science          MathBio


5

4

3

2

1

0
    2009           2010        2011             2012



                                                       SMB 2012
Minor Production
     Cognitive Science          MathBio     Env Studies


12


 9


 6


 3


 0
        2009             2010        2011      2012



                                                          SMB 2012
Minor Production
     Cognitive Science          MathBio      Mathematics


20

16

12

 8

 4

 0
        2009             2010         2011       2012



                                                           SMB 2012
Minor Production
 Cognitive Science   MathBio   Mathematics          Biology


100

 80

 60

 40

 20

  0
          2009       2010      2011          2012



                                                          SMB 2012
Minor Production
           Cognitive Science          MathBio


5

4

3

2

1

0
    2009           2010        2011             2012



                                                       SMB 2012
Minor Production
            Cognitive Science          MathBio


5

4

3

2

1

0
     2009           2010        2011             2012

    ‘Cost’ of the minor exceed ‘benefit’.
                                                        SMB 2012
Program Dashboard
• Applications to the summer research
  program are low
• Enrollment in interdisciplinary courses is
  low-ish
• Our Intro to MathBio course was not team-
  taught last semester




                                               SMB 2012
Lessons Learned
• Starting a new interdepartmental program
  requires guts and a theme that you (or
  your team) can carry
• Sustaining a interdepartmental program
  requires strong leadership and
  administrative champion(s)
• Grant money opens a door, but membership
  requires faculty buy-in
• Bringing math & bio together prepares you
  to bring other disciplines into the game
                                              SMB 2012
Lessons Learned




                  SMB 2012
Lessons Learned




                  SMB 2012
Lessons Learned




                  SMB 2012
http://www.vonnegutgroup.net




                               SMB 2012
Funding Opportunities
• The UBM program has been archived
• Alternative pathways:
   • STEM Talent Expansion Program (STEP)
      in DUE
   • rumor: Experiences in Education (NSF-
      wide)
   • rumor: ‘why-der’ (phonetic) in DUE
• NIH mechanisms (???)
                                        JMM New Orleans
                                          9 January 2011
SMB 2012
millerj@truman.edu




This material is based upon work supported by the National Science Foundation under NSF
UBM #0337769, #0436348, and #0926737.             Any opinions, findings, and conclusions or
recommendations expressed in this material are those of the author(s) and do not necessarily
reflect the views of the National Science Foundation.


                                                                                    SMB 2012

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Highs and Lows of An Interdepartmental MathBio Program

  • 1. Highs and Lows of the Interdepartmental MathBio Program Jason Miller, Ph.D. Department of Mathematics SMB 2012
  • 2. Outline SMB 2012
  • 3. Outline • Truman’s Program (Development and Current State) SMB 2012
  • 4. Outline • Truman’s Program (Development and Current State) • Successes SMB 2012
  • 5. Outline • Truman’s Program (Development and Current State) • Successes • Failures ... Challenges SMB 2012
  • 6. Outline • Truman’s Program (Development and Current State) • Successes • Failures ... Challenges • Lessons Learned & Conversation SMB 2012
  • 7. Truman is... • ... public liberal arts & sciences • ... medium sized (≈6000 students, 320 faculty) • ... geographically isolated, rural • ... highly selective (ave. ACT of first-year student≥27) • ... lean, affordability Mission SMB 2012
  • 8. Other Truman Factoids • T&P Scholarly expectation varies between departments • Biology: medium • Math & CS: (very) low • No formalized definition for faculty workload beyond ‘credit load’ or ‘contact hours’ • Deep commitment to undergraduate research SMB 2012
  • 9. Photo by w4nd3rl0st (InspiredinDesMoines) - http://flic.kr/p/aPw9Xe SMB 2012
  • 10. Mathematical Biology Program SMB 2012
  • 11. pre-2003 Biology Math (Silos not to scale) Photo by keeva999 - http://flic.kr/p/bXchED SMB 2012
  • 13. 2003 SMB 2012
  • 14. 2003 2005 SMB 2012
  • 15. 2003 2005 2010 SMB 2012
  • 18. UBM Program SMB 2012
  • 19. UBM Program • a small group of faculty from math, CS, and biology leveraged Truman strengths and Hopper’s Law of Retroaction: SMB 2012
  • 20. UBM Program • a small group of faculty from math, CS, and biology leveraged Truman strengths and Hopper’s Law of Retroaction: “It is easier to seek forgiveness than permission.” SMB 2012
  • 21. UBM Program • a small group of faculty from math, CS, and biology leveraged Truman strengths and Hopper’s Law of Retroaction: “It is easier to seek forgiveness than permission.” • NSF UBM grants in 2003, 2004, and 2009 SMB 2012
  • 22. UBM Program • a small group of faculty from math, CS, and biology leveraged Truman strengths and Hopper’s Law of Retroaction: “It is easier to seek forgiveness than permission.” • NSF UBM grants in 2003, 2004, and 2009 • Established research-focused interdisciplinary training program in mathbio. SMB 2012
  • 23. Research-focus SMB 2012
  • 24. Research-focus • Multidisciplinary teams • two students, two faculty • students (resp. faculty) from each discipline SMB 2012
  • 25. Research-focus • Multidisciplinary teams • two students, two faculty • students (resp. faculty) from each discipline • focus on a question arising from biologist’s lab, research programme SMB 2012
  • 26. Research-focus • Multidisciplinary teams • two students, two faculty • students (resp. faculty) from each discipline • focus on a question arising from biologist’s lab, research programme • start 1 Jan to prepare & plan; execute during residential & coordinated Summer; complete arc in Fall, end by 31 Dec. SMB 2012
  • 27. UBM Accomplishments • about 60 student participants • 20+ faculty participants • 80%+ students to graduate school • 10%+ students to industry • 20 papers in peer-reviewed scientific journals • scores of presentations at regional, national, and international meetings SMB 2012
  • 28. UBM Accomplishments From more than one ‘mathphobic’ biology faculty member, research mentor: “This program has changed the way I think about doing research.” SMB 2012
  • 29. UBM Accomplishments From more than one ‘mathphobic’ biology faculty member, research mentor: “This program has changed the way I think about doing research.” If it’s changing the way they think in the lab, then it’s changing the way they talk with students about mathematics SMB 2012
  • 30. “We are not trying to turn mathematics majors into biology majors, nor are we trying to turn biology majors into mathematics majors. Rather, we are trying to bring both together at the intersection of the life and mathematical sciences to train them to work across disciplinary boundaries.” SMB 2012
  • 31. “We are not trying to turn mathematics majors into biology majors, nor are we trying to turn biology majors into mathematics majors. Rather, we are trying to bring both together at the intersection of the life and mathematical sciences to train them to work across disciplinary boundaries.” We work to bridge an epistemological gap between the mathematical and life sciences. SMB 2012
  • 40. ‘Convergent’ teamwork is going to be a defining characteristic of 21st century science and mathematics. SMB 2012
  • 41. ‘Convergent’ teamwork is going to be a defining characteristic of 21st century science and mathematics. It can’t be taught through a series of lectures. SMB 2012
  • 42. ‘Convergent’ teamwork is going to be a defining characteristic of 21st century science and mathematics. It can’t be taught through a series of lectures. It can’t be taught from a textbook or by reading a journal paper. SMB 2012
  • 43. ‘Convergent’ teamwork is going to be a defining characteristic of 21st century science and mathematics. It can’t be taught through a series of lectures. It can’t be taught from a textbook or by reading a journal paper. It can’t be taught in a course for a (single) major. SMB 2012
  • 44. ‘Convergent’ teamwork is going to be a defining characteristic of 21st century science and mathematics. It can’t be taught through a series of lectures. It can’t be taught from a textbook or by reading a journal paper. It can’t be taught in a course for a (single) major. The above activities can motivate students and prepare them to learn to be ‘convergent’ SMB 2012
  • 45. ‘Convergence’ can be taught... SMB 2012
  • 46. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ SMB 2012
  • 47. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: SMB 2012
  • 48. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: • it’s a real research project to the mentors SMB 2012
  • 49. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: • it’s a real research project to the mentors • mentors from different disciplines SMB 2012
  • 50. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: • it’s a real research project to the mentors • mentors from different disciplines • undergraduates from different disciplines SMB 2012
  • 51. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: • it’s a real research project to the mentors • mentors from different disciplines • undergraduates from different disciplines • long-term immersion SMB 2012
  • 52. ‘Convergence’ can be taught... • Our experience provides strong evidence that proper hands-on undergraduate research (or research-like) projects can train undergraduates to be ‘convergent’ • Essential characteristics: • it’s a real research project to the mentors • mentors from different disciplines • undergraduates from different disciplines • long-term immersion • students have sense of significant ownership SMB 2012
  • 53. We Wanted More... • impact a bigger group of students • institutionalize the changes in culture, activity • courses • Bioinformatics • Introduction to Mathematical Biology • Biostatistics/Biometry • Introduction to Computational Science* • (new, 2012) Calculus & Mathematical Methods for the Life Sciences SMB 2012
  • 54. Competency-based Minor SMB 2012
  • 55. Competency-based Minor SMB 2012
  • 56. Data Competency-based Minor Modeling Computational Statistics Interdisciplinary Research SMB 2012
  • 57. Data Competency-based Minor Modeling Computational • Demonstrate proficiencies in each category (though research, courses) Statistics Interdisciplinary Research SMB 2012
  • 58. Data Competency-based Minor Modeling Computational • Demonstrate proficiencies in each category (though research, courses) Statistics • Earn 15+ credits doing so (must take Intro to MathBio course) Interdisciplinary Research SMB 2012
  • 59. Data Competency-based Minor Modeling Computational • Demonstrate proficiencies in each category (though research, courses) Statistics • Earn 15+ credits doing so (must take Intro to MathBio course) Interdisciplinary • Attend MathBio Seminar Research SMB 2012
  • 60. Data Competency-based Minor Modeling • competencies straddle disciplinary boundaries Computational • create learning plan • use experiences (incl. courses) to Statistics show competencies • faculty oversight committee Interdisciplinary approves plan, notifies Registrar Research when completed SMB 2012
  • 61. Other Courses • Any that makes a connection between the areas. Some example: • Math Modeling • Developmental • Ecology Biology • ODEs • (Electron) Microscopy • Genetics of • Plant/Animal Animal and Plant Improvement Breeding SMB 2012
  • 62. Nota Bene • The 15+ credit minor only adds 2-ish courses to a student’s major • At conferences... “I wish we could do that...” • Getting it through governance... [ovation] SMB 2012
  • 63. Challenges SMB 2012
  • 68. Our program is costly • research program: • ≈$40k per team • time and effort to recruit • not easily sustainable • minor: faculty time • oversight • recruiting, mentoring students • courses • departmental zero-sum, silo mentality • team-teaching is seen as frivolous SMB 2012
  • 69. Funding Reality 1998 2015 From Tuition From State How to sustain a program in this environment? SMB 2012
  • 70. Funding Reality • Show program’s cost-benefit lean ‘benefit’ (e.g., credit generation, revenue) • Show your program’s outcomes align with University’s strategic plan • Track student successes (e.g., subsequence grades, post-graduation experiences) and share • Cultivate faculty buy-in (individual, group, departmental, and school) SMB 2012
  • 71. Minor Production • MathBio Minor: competency based (requires planning, paperwork, and approval) • Cognitive Science Minor: course-based SMB 2012
  • 72. Minor Production Cognitive Science MathBio 5 4 3 2 1 0 2009 2010 2011 2012 SMB 2012
  • 73. Minor Production Cognitive Science MathBio Env Studies 12 9 6 3 0 2009 2010 2011 2012 SMB 2012
  • 74. Minor Production Cognitive Science MathBio Mathematics 20 16 12 8 4 0 2009 2010 2011 2012 SMB 2012
  • 75. Minor Production Cognitive Science MathBio Mathematics Biology 100 80 60 40 20 0 2009 2010 2011 2012 SMB 2012
  • 76. Minor Production Cognitive Science MathBio 5 4 3 2 1 0 2009 2010 2011 2012 SMB 2012
  • 77. Minor Production Cognitive Science MathBio 5 4 3 2 1 0 2009 2010 2011 2012 ‘Cost’ of the minor exceed ‘benefit’. SMB 2012
  • 78. Program Dashboard • Applications to the summer research program are low • Enrollment in interdisciplinary courses is low-ish • Our Intro to MathBio course was not team- taught last semester SMB 2012
  • 79. Lessons Learned • Starting a new interdepartmental program requires guts and a theme that you (or your team) can carry • Sustaining a interdepartmental program requires strong leadership and administrative champion(s) • Grant money opens a door, but membership requires faculty buy-in • Bringing math & bio together prepares you to bring other disciplines into the game SMB 2012
  • 80. Lessons Learned SMB 2012
  • 81. Lessons Learned SMB 2012
  • 82. Lessons Learned SMB 2012
  • 84. Funding Opportunities • The UBM program has been archived • Alternative pathways: • STEM Talent Expansion Program (STEP) in DUE • rumor: Experiences in Education (NSF- wide) • rumor: ‘why-der’ (phonetic) in DUE • NIH mechanisms (???) JMM New Orleans 9 January 2011
  • 86. millerj@truman.edu This material is based upon work supported by the National Science Foundation under NSF UBM #0337769, #0436348, and #0926737. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. SMB 2012

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