Document (#43903)

Author

You, S.
Robert, L.P.

Title

Subgroup formation in human-robot teams : a multi-study mixed-method approach with implications for theory and practice

Source

Journal of the Association for Information Science and Technology. 74(2023) no.3, S.323-338

Year

2023

Series

Special issue: artificial intelligence and work

Abstract

Human-robot teams represent a challenging work application of artificial intelligence (AI). Building strong emotional bonds with robots is one solution to promoting teamwork in such teams, but does this come at a cost in the form of subgroups? Subgroups-smaller divisions within teams-in all human teams can undermine teamwork. Despite the importance of this question, it has received little attention. We employed a mixed-methods approach by conducting a lab experiment and a qualitative online survey. We (a) examined the formation and impact of subgroups in human-robot teams and (b) obtained insights from workers currently adapting to robots in the workplace on mitigating impacts of subgroups. The experimental study (Study 1) with 44 human-robot teams found that robot identification (RID) and team identification (TID) are associated with increases and decreases in the likelihood of a subgroup formation, respectively. RID and TID moderated the impacts of subgroups on teamwork quality and subsequent performance in human-robot teams. Study 2 was a qualitative study with 112 managers and employees who worked collaboratively with robots. We derived practical insights from this study that help situate and translate what was learned in Study 1 into actual work practices.

Content

Vgl.: https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24626. https://doi.org/10.1002/asi.24626.

Similar documents (author)

1. Robert, J.-M.: Nervenkitzel : den grauen Zellen auf der Spur (1995) 4.88

   4.8754888 = sum of:
     4.8754888 = weight(author_txt:robert in 5591) [ClassicSimilarity], result of:
       4.8754888 = fieldWeight in 5591, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.5 = fieldNorm(doc=5591)
   

2. Charbonneau, N.; Robert, M.: ¬La description des photographes (1998/99) 4.88

   4.8754888 = sum of:
     4.8754888 = weight(author_txt:robert in 6322) [ClassicSimilarity], result of:
       4.8754888 = fieldWeight in 6322, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.5 = fieldNorm(doc=6322)
   

3. Robert, C.A.; Davis, A.: Annotation and its application to information research in economic intelligence (2006) 4.88

   4.8754888 = sum of:
     4.8754888 = weight(author_txt:robert in 2288) [ClassicSimilarity], result of:
       4.8754888 = fieldWeight in 2288, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.5 = fieldNorm(doc=2288)
   

4. Robert Jr., L.P.; Romero, D.M.: ¬The influence of diversity and experience on the effects of crowd size (2017) 4.27

   4.2660527 = sum of:
     4.2660527 = weight(author_txt:robert in 3344) [ClassicSimilarity], result of:
       4.2660527 = fieldWeight in 3344, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.4375 = fieldNorm(doc=3344)
   

5. Robert Jr, L.P.; You, S.: Are you satisfied yet? : shared leadership, individual trust, autonomy, and satisfaction in virtual teams (2018) 4.27

   4.2660527 = sum of:
     4.2660527 = weight(author_txt:robert in 4177) [ClassicSimilarity], result of:
       4.2660527 = fieldWeight in 4177, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.4375 = fieldNorm(doc=4177)
   

Similar documents (content)

1. Workman, M.: ¬The proximal-virtual team continuum : a study of performance (2007) 0.12

   0.116546325 = sum of:
     0.116546325 = product of:
       0.5827316 = sum of:
         0.01119456 = weight(abstract_txt:work in 278) [ClassicSimilarity], result of:
           0.01119456 = score(doc=278,freq=1.0), product of:
             0.031469703 = queryWeight, product of:
               3.7943997 = idf(docFreq=2703, maxDocs=44218)
               0.008293724 = queryNorm
             0.355725 = fieldWeight in 278, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.7943997 = idf(docFreq=2703, maxDocs=44218)
               0.09375 = fieldNorm(doc=278)
         0.009602407 = weight(abstract_txt:with in 278) [ClassicSimilarity], result of:
           0.009602407 = score(doc=278,freq=1.0), product of:
             0.04097464 = queryWeight, product of:
               1.9763864 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.008293724 = queryNorm
             0.23435001 = fieldWeight in 278, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.09375 = fieldNorm(doc=278)
         0.028785463 = weight(abstract_txt:study in 278) [ClassicSimilarity], result of:
           0.028785463 = score(doc=278,freq=1.0), product of:
             0.08967943 = queryWeight, product of:
               3.15816 = boost
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.008293724 = queryNorm
             0.3209818 = fieldWeight in 278, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.09375 = fieldNorm(doc=278)
         0.22324388 = weight(abstract_txt:teamwork in 278) [ClassicSimilarity], result of:
           0.22324388 = score(doc=278,freq=1.0), product of:
             0.26491392 = queryWeight, product of:
               3.553462 = boost
               8.988837 = idf(docFreq=14, maxDocs=44218)
               0.008293724 = queryNorm
             0.84270346 = fieldWeight in 278, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.988837 = idf(docFreq=14, maxDocs=44218)
               0.09375 = fieldNorm(doc=278)
         0.30990532 = weight(abstract_txt:teams in 278) [ClassicSimilarity], result of:
           0.30990532 = score(doc=278,freq=1.0), product of:
             0.45715204 = queryWeight, product of:
               7.622791 = boost
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.008293724 = queryNorm
             0.67790425 = fieldWeight in 278, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.09375 = fieldNorm(doc=278)
       0.2 = coord(5/25)
   

2. Stvilia, B.; Hinnant, C.C.; Schindler, K.; Worrall, A.; Burnett, G.; Burnett, K.; Kazmer, M.M.; Marty, P.F.: Composition of scientific teams and publication productivity at a national science lab (2011) 0.11

   0.11376401 = sum of:
     0.11376401 = product of:
       0.71102506 = sum of:
         0.043661382 = weight(abstract_txt:mixed in 4191) [ClassicSimilarity], result of:
           0.043661382 = score(doc=4191,freq=1.0), product of:
             0.102175586 = queryWeight, product of:
               1.8018857 = boost
               6.8370748 = idf(docFreq=128, maxDocs=44218)
               0.008293724 = queryNorm
             0.42731717 = fieldWeight in 4191, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8370748 = idf(docFreq=128, maxDocs=44218)
               0.0625 = fieldNorm(doc=4191)
         0.014314423 = weight(abstract_txt:with in 4191) [ClassicSimilarity], result of:
           0.014314423 = score(doc=4191,freq=5.0), product of:
             0.04097464 = queryWeight, product of:
               1.9763864 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.008293724 = queryNorm
             0.34934837 = fieldWeight in 4191, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.0625 = fieldNorm(doc=4191)
         0.03323859 = weight(abstract_txt:study in 4191) [ClassicSimilarity], result of:
           0.03323859 = score(doc=4191,freq=3.0), product of:
             0.08967943 = queryWeight, product of:
               3.15816 = boost
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.008293724 = queryNorm
             0.37063786 = fieldWeight in 4191, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.0625 = fieldNorm(doc=4191)
         0.61981064 = weight(abstract_txt:teams in 4191) [ClassicSimilarity], result of:
           0.61981064 = score(doc=4191,freq=9.0), product of:
             0.45715204 = queryWeight, product of:
               7.622791 = boost
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.008293724 = queryNorm
             1.3558085 = fieldWeight in 4191, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.0625 = fieldNorm(doc=4191)
       0.16 = coord(4/25)
   

3. Robert Jr, L.P.; You, S.: Are you satisfied yet? : shared leadership, individual trust, autonomy, and satisfaction in virtual teams (2018) 0.10

   0.10100935 = sum of:
     0.10100935 = product of:
       0.63130844 = sum of:
         0.05724732 = weight(abstract_txt:moderated in 4177) [ClassicSimilarity], result of:
           0.05724732 = score(doc=4177,freq=1.0), product of:
             0.08372122 = queryWeight, product of:
               1.1533376 = boost
               8.752448 = idf(docFreq=18, maxDocs=44218)
               0.008293724 = queryNorm
             0.683785 = fieldWeight in 4177, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.752448 = idf(docFreq=18, maxDocs=44218)
               0.078125 = fieldNorm(doc=4177)
         0.016004011 = weight(abstract_txt:with in 4177) [ClassicSimilarity], result of:
           0.016004011 = score(doc=4177,freq=4.0), product of:
             0.04097464 = queryWeight, product of:
               1.9763864 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.008293724 = queryNorm
             0.39058334 = fieldWeight in 4177, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.078125 = fieldNorm(doc=4177)
         0.04154824 = weight(abstract_txt:study in 4177) [ClassicSimilarity], result of:
           0.04154824 = score(doc=4177,freq=3.0), product of:
             0.08967943 = queryWeight, product of:
               3.15816 = boost
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.008293724 = queryNorm
             0.46329734 = fieldWeight in 4177, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.078125 = fieldNorm(doc=4177)
         0.5165089 = weight(abstract_txt:teams in 4177) [ClassicSimilarity], result of:
           0.5165089 = score(doc=4177,freq=4.0), product of:
             0.45715204 = queryWeight, product of:
               7.622791 = boost
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.008293724 = queryNorm
             1.1298405 = fieldWeight in 4177, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               7.230979 = idf(docFreq=86, maxDocs=44218)
               0.078125 = fieldNorm(doc=4177)
       0.16 = coord(4/25)
   

4. Byers, D.: Full-text indexing of non-textual resources (1998) 0.09

   0.09178918 = sum of:
     0.09178918 = product of:
       0.76490986 = sum of:
         0.01280321 = weight(abstract_txt:with in 3606) [ClassicSimilarity], result of:
           0.01280321 = score(doc=3606,freq=1.0), product of:
             0.04097464 = queryWeight, product of:
               1.9763864 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.008293724 = queryNorm
             0.31246668 = fieldWeight in 3606, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.125 = fieldNorm(doc=3606)
         0.22117056 = weight(abstract_txt:robots in 3606) [ClassicSimilarity], result of:
           0.22117056 = score(doc=3606,freq=1.0), product of:
             0.21732554 = queryWeight, product of:
               3.2185087 = boost
               8.14154 = idf(docFreq=34, maxDocs=44218)
               0.008293724 = queryNorm
             1.0176924 = fieldWeight in 3606, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.14154 = idf(docFreq=34, maxDocs=44218)
               0.125 = fieldNorm(doc=3606)
         0.53093606 = weight(abstract_txt:robot in 3606) [ClassicSimilarity], result of:
           0.53093606 = score(doc=3606,freq=1.0), product of:
             0.49090493 = queryWeight, product of:
               6.840896 = boost
               8.652365 = idf(docFreq=20, maxDocs=44218)
               0.008293724 = queryNorm
             1.0815456 = fieldWeight in 3606, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.652365 = idf(docFreq=20, maxDocs=44218)
               0.125 = fieldNorm(doc=3606)
       0.12 = coord(3/25)
   

5. Lin, W.; Yueh, H.-P.; Wu, H.-Y.; Fu, L.-C.: Developing a service robot for a children's library : a design-based research approach (2014) 0.09

   0.08506928 = sum of:
     0.08506928 = product of:
       0.70891064 = sum of:
         0.011316545 = weight(abstract_txt:with in 1198) [ClassicSimilarity], result of:
           0.011316545 = score(doc=1198,freq=2.0), product of:
             0.04097464 = queryWeight, product of:
               1.9763864 = boost
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.008293724 = queryNorm
             0.27618414 = fieldWeight in 1198, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4997334 = idf(docFreq=9868, maxDocs=44218)
               0.078125 = fieldNorm(doc=1198)
         0.033923995 = weight(abstract_txt:study in 1198) [ClassicSimilarity], result of:
           0.033923995 = score(doc=1198,freq=2.0), product of:
             0.08967943 = queryWeight, product of:
               3.15816 = boost
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.008293724 = queryNorm
             0.3782807 = fieldWeight in 1198, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.423806 = idf(docFreq=3916, maxDocs=44218)
               0.078125 = fieldNorm(doc=1198)
         0.6636701 = weight(abstract_txt:robot in 1198) [ClassicSimilarity], result of:
           0.6636701 = score(doc=1198,freq=4.0), product of:
             0.49090493 = queryWeight, product of:
               6.840896 = boost
               8.652365 = idf(docFreq=20, maxDocs=44218)
               0.008293724 = queryNorm
             1.351932 = fieldWeight in 1198, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               8.652365 = idf(docFreq=20, maxDocs=44218)
               0.078125 = fieldNorm(doc=1198)
       0.12 = coord(3/25)