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. 2015 Dec 1;17(12):e271. doi: 10.2196/jmir.4705

Table 2.

Summary of participation styles including name, metrics, and inclusion criteria.

Name Metrics Inclusion criteria
Multidimensional

Content based


Influential user [23] 69 activity, network, and content features including influential responding replies Machine learning classifier (relying initially on expert judgement to identify exemplars)


Leader [22] 68 activity, network and content features Machine learning classifier (relying initially on expert judgement to identify exemplars)


Opinion leader [16] Word vectors, degree Latent semantic analysis and high degree


Information providers [29] Social support type High information support


Community builders [29] Social support type High companionship support


Emotional support providers [29] Social support type High emotional support


Information seekers [29] Social support type High information support seeking


Emotional support seekers [29] Social support type High emotional support seeking


Information enthusiasts [29] Social support type High information support seeking, high information support


All-around contributors [29] Social support type No particular metric stands out


Balanced source user [20] Source of information Cited information from a range of sources


Social media fan [20] Source of information High social media


Organization follower [20] Source of information High organizations


Homepage promoter [20] Source of information High static informational websites


Seeker of health care [20] Source of information High health practitioners


User of uncommon sources [20] Source of information High uncommon sources


Sophisticated contributor [20] Word count, source of information High word count, high academic references

Network based


Key player [15] Degree (nonredundant) Key Player 1.4 software


Hub [14,17,28] Out-degree, in-degree Hyperlink-induced topic search algorithm


Authority [14,17,28] Out-degree, in-degree Hyperlink-induced topic search algorithm


Facilitator [17,28] Out-degree, in-degree Hyperlink-induced topic search algorithm


Trusted user [14] Out-degree, in-degree PageRank algorithm


Help-seeker [14] Out-degree, in-degree Low in-degree, high out-degree (within the scope of the edge between 2 users)


Star [27] Out-degree, in-degree Top ranked individual (outlier)


Prime givers [14,27] Out-degree, in-degree Very high out-degree, high in-degree


Serious members [27] Out-degree, in-degree Moderate out-degree, moderate in-degree


Moderate users [27] Out-degree, in-degree Low out-degree, low in-degree


Takers [27] Out-degree, in-degree No out-degree, low in-degree

Activity based


Caretaker [19] Time logged in, episodes, reading, posting, thread initiation High time logged in, low episodes, high reading, low posting, low thread initiation


Here for you [19] Thread initiation, posting, forum Low thread initiation, high posting in support forum


Butterfly [19] Time logged in, episodes, posting, forum High time logged in, high episodes, high posting in support forum


Crisis-oriented individual [19] Posting, forum High posting in support forum


Discussant [19,20] Thread initiation, posting, forum High thread initiation, high posting in discussion forum


Average user [20] Thread initiation, posting, forum, topic, days active, word count, source of information No particular metric stands out


Highly active relational poster [20] Posts per day, thread participation, thread initiation High posts per day, high thread participation, low thread initiation


Topic-focused responder [20] Thread initiation, posting, topic, days active Low thread initiation, low posts per day, high fraction of topic-related posts, low days active


Topic-spammer [20] Posting, days active, word count, topic, source of information Low days active, high posting, low word count, high fraction of topic-related posts, low references


Long-term high-activity users [25] Days active, posting High days active, high posting


Short-term high-activity users [25] Days active, posting Low days active, high posting


Short-term low-activity users [25] Days active, posting Low days active, low posting


Long-term low-activity users [25] Days active, posting High days active, low posting
Unidimensional

Activity based


High-engaged user Posting >2 posts [12]; top 1% of users [2,3]; top 10 users [24]; >180 posts [18]; top 100 users [21]
Reading >5 posts [12]
Time logged in Top 33.3% of users [13]
Thread initiation Top 100 users [21]
Thread participation Top 100 users [21]
Network based
Friendship Mutual friend nomination between 2 users and >4 interactions between them [15]
In-degree Top 10 users [24]; high in-degree [26]
Out-degree Top 10 users [24]; high out-degree [26]


Moderate-engaged user Posting 2-10 percentile (9%) of users [2,3]
Time logged in Middle 33.3% of users [13]
Network based
Friendship Friend nomination of another user and >0 interactions with them [15]


Low-engaged user Posting 1-2 post [12,18]; bottom 90% of users [2,3]
Reading 1-5 posts [12]
Time logged in Bottom 33.3% of registered users [13]
Network based
Friendship Any interactions with another user [15]