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Networked Information Behavior
       During a Life Transition
                     Fred Stutzman
General Outline
    Motivation and Background
    Theoretical Frameworks
         Challenges of Transitions
         Processes of Adaptation
    The Social Network During
     Transition
         Supportive Networks
         Everyday Information Behavior
    The Proposed Study
         Dynamics, Outcomes, Uses
         Evaluation, Comparison, Contributions
Motivation and Background
    Early Research on SNS
         High levels of adoption
         High levels of disclosure
         Strong sense of close community
    Transition as Inflection Point
         My transitions: AIM, ICQ, E-mail
         Their transition: SNS, M/Y/AIM, E-
          mail, TXT, and so on.
              SNS as supportive resource during
               transition
              SNS as informational hub during
               change


 Stutzman 2006, 2008; Lampe et al., 2006, 2008
Theoretical Framework
    Conceptions of Transition
         Events causing change (e.g. Schlossberg), development (e.g.
          Arnett), role change (e.g. Fuchs, Ashforth), relocation (e.g.
          Fisher)
    Processes of Transition, Common Components
         Information search/learning, identity construction, creation and
          enactment of roles, development of support network
    Adaptation to Transition, Common Components
         Mediating factors: Perception of transition, individual
          characteristics, characteristics of transitional
          environment.
Adaptation to Transition
    Characteristics of the transitional
     environment
         Institutional support systems
         Structure of the transitional
          environment
         Physical settings
         Support networks
              Social support
              Social networks
              Personal relationships
Central Challenges of Transition
    Challenge 1: Adaptation to new environment
         Adaptation: Integration into environment, accept and manage
          losses associated with transition, adjust to new challenges and
          responsibilities (e.g. Nicholson, Schlossberg)
    Challenge 2: Manage transitional stress
         Transitions are associated with stress
              Definition: Social, environmental or personal demands requiring
               adjustment to behavioral patterns
              Often associated with “life events”
              Related to a range of outcomes, including decreased health, poor
               adaptation.
Socio-Technical Support Networks
    Social Network Site as Supportive Resource
    Components of Social Support (e.g. Cohen, Cutrona,
     Sarason & Sarason)
         Tangible Support: “Concrete assistance”
         Informational Support: Advice, guidance, solutions
         Emotional Support: Caring, empathy
         Network Support: Being part of a group
    Stress and social support : Two processes
         Direct effect relationship
         Buffering relationship
Goal of the Proposed Study
    Examine the role social
     network sites play in
     adaptation to college
         Explore the supportive role
          the social network site during
          transition
         Explore how the social
          network site is integrated
          into everyday information
          seeking frameworks
Methods: Exploring Supportive Role
    Dual-process support/stress relationship
         Direct effect: Presence of supportive social network
              Measured by exploring size of network
              Measured by exploring factors associated with growth of network
         Buffer effect: Perception of supportive social network
              Measured by testing relationship between contextual support (at
               perceived and received level) and the following outcomes:
                 Stress (PSS-10)
                 Adaptation (Adaptation to college scale)

    SNS setting affords opportunity to explore the support
     hypothesis at both levels, direct and buffer.
Methods: Exploring Supportive Role
    Exploring the Direct Effect Hypothesis
         Dataset: Longitudinal Facebook Dataset, Fall 2005
    Research Questions
         RQ1: What factors are associated with creation of socio-
          technical support networks?
         RQ2: What factors are associated with the growth of socio-
          technical support networks?
    Methods
         RQ1: Exploratory network analysis using block modeling,
          Erdos-Renyi random graphs with MCMC Estimation
         RQ2: Longitudinal exploration of network size expansion using
          latent growth analysis.
Methods: Exploring Supportive Role
    Exploring the Buffering
     Effect Hypothesis
         Dataset: Proposed Freshman
          web survey
    Research Questions
         RQ1: Does SNS use for
          adaptation purposes increase
          adaptation to college?
         RQ2: Does social support
          perceived and received
          through SNS decrease stress?
Methods: Exploring Supportive Role
    Exploring the
     Buffering Effect
     Hypothesis
         Research Methods
         Explore RQ1 and
          RQ2 individually
         Fit RQ1 and RQ2
          using a structural
          equation model to
          test ultimate SNS-
          >Stress->Adaptation
          hypothesis
Methods: Exploring Everyday Uses
    The ELIS paradigm (e.g. Savolainen, McKenzie)
         Goals of Analysis:
              Elaborate uses of SNS in relation to transitional information seeking
               in context
              Identify limitations of other methods employed in the study


         Proposed Procedure
              15-20 Semi-structured interviews with freshman at UNC
              Compensation: 15.00
              Exploring the following subject areas:
                 Elaborating the use of SNS during information search during transition
                 Understanding how search strategies are moved to the SNS

                 Understanding the strengths and weaknesses of information search in SNS
Methodological Comparisons
    Goals
         Identify analytic weaknesses
         Explore interesting or unusual findings
         Develop and refine
          model
Questions?

Thank you!

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Dissertation Proposal Defense

  • 1. Networked Information Behavior During a Life Transition Fred Stutzman
  • 2. General Outline   Motivation and Background   Theoretical Frameworks   Challenges of Transitions   Processes of Adaptation   The Social Network During Transition   Supportive Networks   Everyday Information Behavior   The Proposed Study   Dynamics, Outcomes, Uses   Evaluation, Comparison, Contributions
  • 3. Motivation and Background   Early Research on SNS   High levels of adoption   High levels of disclosure   Strong sense of close community   Transition as Inflection Point   My transitions: AIM, ICQ, E-mail   Their transition: SNS, M/Y/AIM, E- mail, TXT, and so on.   SNS as supportive resource during transition   SNS as informational hub during change Stutzman 2006, 2008; Lampe et al., 2006, 2008
  • 4. Theoretical Framework   Conceptions of Transition   Events causing change (e.g. Schlossberg), development (e.g. Arnett), role change (e.g. Fuchs, Ashforth), relocation (e.g. Fisher)   Processes of Transition, Common Components   Information search/learning, identity construction, creation and enactment of roles, development of support network   Adaptation to Transition, Common Components   Mediating factors: Perception of transition, individual characteristics, characteristics of transitional environment.
  • 5. Adaptation to Transition   Characteristics of the transitional environment   Institutional support systems   Structure of the transitional environment   Physical settings   Support networks   Social support   Social networks   Personal relationships
  • 6. Central Challenges of Transition   Challenge 1: Adaptation to new environment   Adaptation: Integration into environment, accept and manage losses associated with transition, adjust to new challenges and responsibilities (e.g. Nicholson, Schlossberg)   Challenge 2: Manage transitional stress   Transitions are associated with stress   Definition: Social, environmental or personal demands requiring adjustment to behavioral patterns   Often associated with “life events”   Related to a range of outcomes, including decreased health, poor adaptation.
  • 7. Socio-Technical Support Networks   Social Network Site as Supportive Resource   Components of Social Support (e.g. Cohen, Cutrona, Sarason & Sarason)   Tangible Support: “Concrete assistance”   Informational Support: Advice, guidance, solutions   Emotional Support: Caring, empathy   Network Support: Being part of a group   Stress and social support : Two processes   Direct effect relationship   Buffering relationship
  • 8. Goal of the Proposed Study   Examine the role social network sites play in adaptation to college   Explore the supportive role the social network site during transition   Explore how the social network site is integrated into everyday information seeking frameworks
  • 9. Methods: Exploring Supportive Role   Dual-process support/stress relationship   Direct effect: Presence of supportive social network   Measured by exploring size of network   Measured by exploring factors associated with growth of network   Buffer effect: Perception of supportive social network   Measured by testing relationship between contextual support (at perceived and received level) and the following outcomes:   Stress (PSS-10)   Adaptation (Adaptation to college scale)   SNS setting affords opportunity to explore the support hypothesis at both levels, direct and buffer.
  • 10. Methods: Exploring Supportive Role   Exploring the Direct Effect Hypothesis   Dataset: Longitudinal Facebook Dataset, Fall 2005   Research Questions   RQ1: What factors are associated with creation of socio- technical support networks?   RQ2: What factors are associated with the growth of socio- technical support networks?   Methods   RQ1: Exploratory network analysis using block modeling, Erdos-Renyi random graphs with MCMC Estimation   RQ2: Longitudinal exploration of network size expansion using latent growth analysis.
  • 11. Methods: Exploring Supportive Role   Exploring the Buffering Effect Hypothesis   Dataset: Proposed Freshman web survey   Research Questions   RQ1: Does SNS use for adaptation purposes increase adaptation to college?   RQ2: Does social support perceived and received through SNS decrease stress?
  • 12. Methods: Exploring Supportive Role   Exploring the Buffering Effect Hypothesis   Research Methods   Explore RQ1 and RQ2 individually   Fit RQ1 and RQ2 using a structural equation model to test ultimate SNS- >Stress->Adaptation hypothesis
  • 13. Methods: Exploring Everyday Uses   The ELIS paradigm (e.g. Savolainen, McKenzie)   Goals of Analysis:   Elaborate uses of SNS in relation to transitional information seeking in context   Identify limitations of other methods employed in the study   Proposed Procedure   15-20 Semi-structured interviews with freshman at UNC   Compensation: 15.00   Exploring the following subject areas:   Elaborating the use of SNS during information search during transition   Understanding how search strategies are moved to the SNS   Understanding the strengths and weaknesses of information search in SNS
  • 14. Methodological Comparisons   Goals   Identify analytic weaknesses   Explore interesting or unusual findings   Develop and refine model