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MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

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Page 1: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

MHEDIC Structure and AccomplishmentsNaorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

Page 2: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

SOCIAL NETWORK ANALYSIS OF MHEDIC

Page 3: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

INTRODUCTION AND BACKGROUND

Interdisciplinary collaborative groups increasing in both research and practice

Often use network language (members/actors and relational ties) to describe these collaborations

Social network analysis (SNA) – measures interdependent relationships among group members – important for understanding the structure and accomplishments of social networks like MHEDIC

Page 4: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

CURRENT STUDY Document the structure of MHEDIC and knowledge

transfer across traditional disciplinary/professional boundaries.

Examination of the way in which members are tied with other members from their home discipline/profession and members from other disciplines or professions.

Future analyses will also examine ties among members across different status positions (e.g., faculty members and graduate students, male and female, level of position) and how collaboration varies across these positions.

Page 5: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

METHODS Sociometric (complete) network design Eligible if attended at least 2 MHEDIC meetings

between Fall 2010 and Fall 2013 (36 members eligible)

Developed survey based on Haines et al., (2011) that asked each member about his/her connections to other members within 6 different types of relationships (cite, co-author, grants, met professionally, mentoring, co-present)

UCINET 6.0 to analyze networks Open-ended questions or additional context

Page 6: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

SOCIAL NETWORK ANALYSIS TERMS

Network: The elements of a collaboration linked by relationships between actors that forms a structure.

Actors: members of MHEDIC Relationships: ways actors affiliate within the

network• cited, co-authored, co-presented, submitted a grant

with, mentored, met with professionally• Isolates: actors with no ties within the relationship

Terms and key structural concepts are adapted from Haines, Godley & Hawe, 2010.

Page 7: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

KEY STRUCTURAL CONCEPTS Density (expressed as a percentage): the number of ties between

network members out of all possible ties. Higher density indicates more interaction.

Degree centralization: the extent that the relationship is clustered around influential network members

Reciprocity (expressed as a percentage): the ratio of the number of pairs with a reciprocated tie relative to the number of pairs with any tie

Betweenness centrality: the degree to which certain members are more central than others to the network. This should decline as the network matures and influence distributes across the network.

Subgroup: strongly interrelated groups within the network where all the members of the group are directly connected to one another (and in which no additional person in the network is connected to all the members). Subgroups help drive collaboration.

Page 8: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

NETWORK DENSITY &DEGREE CENTRALIZATIONRelationship Density No. of

tiesDegreeCentralization

Cited 25% 311 50%

Co-authored 11% 139 31%

Grants 4% 52 33%

Met withprofessionally

20% 247 60%

Mentoring 20% 248 57%

Co-presented 17% 215 38%

Network density: the ratio of actual ties compared to possible ties within a relationship

Degree centralization: the extent the relationship is clustered around influential network members

Over time, density percentages should increase and degree centralization should decrease resulting in a more cohesive network

We are citing 25% of MHEDIC members, but of those citations, 50% are clustered around just few key members of the group.

Page 9: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

ISOLATES

Relationship Isolates

Cited 1

Co-authored 6

Grants 14

Met withprofessionally

0

Mentoring 0

Co-presented 0

• Network members who are not tied to a relationship

• Should decrease as the network matures

• Reducing isolates indicates increased interaction between members and more knowledge sharing

Overall, MHEDIC is inclusive. MHEDIC members are included in the network in multiple ways. When people are not included, it may make sense based on their professional role (i.e., practitioner, policymaker). Grants is an area to consider for improvement.

Page 10: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

RECIPROCITY

Relationship Reciprocity

Cited 45%

Met withprofessionally

51%

The extent to which ties are returned between actors within a relationship (in this case, relationships that are not inherently reciprocal).

Percentages should increase over time Important for interdisciplinary

collaboration to diversify knowledge exchange

Page 11: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

BETWEENNESS CENTRALITY

Relationship BetweennessCentrality

Cited 19%

Co-authored 15%

Grants 12%

Met withprofessionally

33%

Mentoring 21%

Co-presented 18%

Extent to which certain members are more central than others in the network.

The higher the percentage, the more distributed the relationship is across members of MHEDIC.

As the network matures, these percentages should increase, demonstrating an increase in ties directly between two actors rather than through highly centralized (or influential) actors.Grants are clustered across a narrow group of whereas mentoring relationships are more widely distributed.

Page 12: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

NUMBER OF SUBGROUPS(3 people or more)

Relationship Subgroups

Cited 66

Co-authored 19

Grants 7

Met withprofessionally

68

Mentoring 47

Co-presented 46

• An indication of network cohesiveness• Opportunities for shared perspectives• Mini “think tanks” within the network• Over time, both the amount of

subgroups for each relationship and individual membership to subgroups should increase

Page 13: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

CITED

Larger nodes signify more influential members.

Same network, just different view sorted by discipline

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 14: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

CO-AUTHORED

MHEDIC members not included in this relational network

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 15: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

GRANTS

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 16: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

MET WITHPROFESSIONALLY

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 17: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

MENTORING

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 18: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

CO-PRESENTED

M01 = Liz M10 = MarkM15 = AnnaM29 = DawnM37 = AidynPink = CounselingOrange = EducationBlue = PsychologyGreen = Social Work

Page 19: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

PROFESSIONAL/INSTITUTIONAL CONSTRAINTS TO MHEDIC INVOLVEMENT Limited travel funding and/or funding for

travel that prioritizes traditional conference presentations

Critical climates both within and outside of MHEDIC (related to status position in MHEDIC or value of interdisciplinary work by home profession/institution)

Tenure and review criteria that prioritize contributions to home profession/discipline

Page 20: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

VALUE OF INTERDISCIPLINARITY IN MHEDIC

COLLABORATIVE SUCCESSES– Expanding network – Professional

advancement– New ways of thinking,

new knowledge– Diversifying ideas in

home profession/discipline

MISSED OPPORTUNITIES– Lack of representation

from education in membership

– Funded research – Disciplinary/profession

centrism within the group

Page 21: MHEDIC Structure and Accomplishments Naorah Lockhart, Liz Mellin, Paul Flaspohler, & Seth Bernstein

REFLECTIONS AND DISCUSSION

What stood out to you as you looked at the maps and understood the data?

What relationships were not measured that you think would be useful to consider in the future?

How is this helpful to ongoing MHEDIC development?

Pros/cons/comments to repeating this every X years?