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| | | | |
| | ==Summary== | | ==Summary== |
| − | These data include 79 babies (infants) in a control group (NC) and 79 babies in the intervention (Interv) group. The '''control''' group babes were handled using conventional methods. The '''intervention''' group babies were held by their mothers prior to, and during the administering of the shot -- “Kangaroo Care”. NIPS scores were recorded immediately after the shot was administered, after 30 seconds, one minute, and two minutes.
| + | |
| | | | |
| | ==Background== | | ==Background== |
| − | Nurses at [http://www.northbay.org/ Northbay Healthcare] participate in an Evidence Based Practice (EBP) program. The purpose of EBP is to research and implement improvements in nursing care, and then to gauge the success these changes using statistical methods. In one study, they introduced changes in the way newborn babies are handled. The goal is to reduce pain experienced by the infants resulting from their [http://en.wikipedia.org/wiki/Vitamin_K vitamin K] shot. Supervising nurses assessed a newborn's pain using a scale known as a [http://www.anes.ucla.edu/pdf/assessment_tool-nips.pdf Neonatal Infant Pain Score (NIPS)]. NIPS scores range from 0 to 7, and are obtained by observing the infant's bodily reactions.
| + | |
| | | | |
| | ==Classroom use of this data set== | | ==Classroom use of this data set== |
| − | [[Image:SOCR_Data_NIPS_InfantVitK_ShotData_Fig1.png|250px|thumbnail|right| Interactions between Groups and NIPS scores]]
| |
| | | | |
| − | This data set can be used to illustrate (multivariate, logistic) [[SOCR_EduMaterials_AnalysesActivities| regression analyses]], [http://socr.ucla.edu/htmls/ana/ non-parametric tests], and diverse array of [[SOCR_EduMaterials_ChartsActivities|exploratory data analyses]].
| |
| | | | |
| | ==Data Description== | | ==Data Description== |
| − | The body density dataset includes the following 15 variables listed from left to right:
| + | |
| − | * '''Index''': Index of the observation (random ordering within each group, group 1 followed by group 2) | + | * |
| − | * '''Group_NC1_Interv2''': Index of the group: NC=1; Intervention=2
| |
| − | * '''Immediate''': NIPS assessment of pain at time of vitamin K shot (t=0)
| |
| − | * '''30_Sec_Later''': NIPS assessment of pain 30 seconds after the vitamin K shot (t=30)
| |
| − | * '''60_Sec_Later''': NIPS assessment of pain 60 seconds after the vitamin K shot (t=60)
| |
| − | * '''120_Sec_Later''': NIPS assessment of pain 120 seconds after the vitamin K shot (t=120)
| |
| − | * '''Total_Cry_Time''': The total try time (in seconds)
| |
| − | * '''Cluster''': This is an automatically derived clustering measure using all variables except Group_NC1_Interv2 and based on [http://factominer.free.fr/ Hierarchical Clustering/FactoMineR algorithm].
| |
| | | | |
| | ==Data Table== | | ==Data Table== |
| Line 27: |
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| | {| class="wikitable" style="text-align:center; width:75%" border="1" | | {| class="wikitable" style="text-align:center; width:75%" border="1" |
| | |- | | |- |
| − | !Index||Group_NC1_Interv2|| Immediate|| 30_Sec_Later||60_Sec_Later||120_Sec_Later||Total_Cry_Time||Cluster
| + | |
| − | |-
| |
| − | |1||1||6||7||6||2||63||3
| |
| − | |-
| |
| − | |2||1||5||1||2||0||0||3
| |
| − | |-
| |
| − | |3||1||7||6||6||7||54||3
| |
| − | |-
| |
| − | |4||1||3||7||3||0||27||3
| |
| − | |-
| |
| − | |5||1||7||5||6||0||19||3
| |
| − | |-
| |
| − | |6||1||6||6||6||2||2||3
| |
| − | |-
| |
| − | |7||1||7||7||6||0||46||3
| |
| − | |-
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| − | |8||1||6||7||0||0||33||3
| |
| − | |-
| |
| − | |9||1||5||0||4||0||56||3
| |
| − | |-
| |
| − | |10||1||7||7||7||6||63||3
| |
| − | |-
| |
| − | |11||1||7||6||2||2||33||3
| |
| − | |-
| |
| − | |12||1||4||4||0||1||19||3
| |
| − | |-
| |
| − | |13||1||7||6||3||0||37||3
| |
| − | |-
| |
| − | |14||1||7||0||4||0||68||3
| |
| − | |-
| |
| − | |15||1||7||6||7||0||73||3
| |
| − | |-
| |
| − | |16||1||7||7||3||4||29||3
| |
| − | |-
| |
| − | |17||1||7||6||6||0||59||3
| |
| − | |-
| |
| − | |18||1||7||3||0||0||20||3
| |
| − | |-
| |
| − | |19||1||7||2||0||0||35||3
| |
| − | |-
| |
| − | |20||1||6||5||7||4||80||3
| |
| − | |-
| |
| − | |21||1||7||0||0||2||20||3
| |
| − | |-
| |
| − | |22||1||7||7||7||7||81||3
| |
| − | |-
| |
| − | |23||1||0||7||0||0||65||1
| |
| − | |-
| |
| − | |24||1||7||0||7||4||46||3
| |
| − | |-
| |
| − | |25||1||7||7||6||0||84||3
| |
| − | |-
| |
| − | |26||1||7||6||0||0||44||3
| |
| − | |-
| |
| − | |27||1||7||7||3||4||23||3
| |
| − | |-
| |
| − | |28||1||7||1||0||0||17||3
| |
| − | |-
| |
| − | |29||1||7||0||1||1||12||3
| |
| − | |-
| |
| − | |30||1||6||5||5||5||33||3
| |
| − | |-
| |
| − | |31||1||7||2||5||6||45||3
| |
| − | |-
| |
| − | |32||1||7||0||0||1||11||3
| |
| − | |-
| |
| − | |33||1||7||4||0||4||12||3
| |
| − | |-
| |
| − | |34||1||4||0||0||0||3||3
| |
| − | |-
| |
| − | |35||1||6||2||7||6||48||3
| |
| − | |-
| |
| − | |36||1||7||3||0||0||15||3
| |
| − | |-
| |
| − | |37||1||7||6||5||5||50||3
| |
| − | |-
| |
| − | |38||1||7||3||0||6||22||3
| |
| − | |-
| |
| − | |39||1||7||7||7||7||86||3
| |
| − | |-
| |
| − | |40||1||7||3||3||3||30||3
| |
| − | |-
| |
| − | |41||1||7||7||5||7||73||3
| |
| − | |-
| |
| − | |42||1||6||5||0||0||20||3
| |
| − | |-
| |
| − | |43||1||7||3||4||0||25||3
| |
| − | |-
| |
| − | |44||1||7||0||6||6||26||3
| |
| − | |-
| |
| − | |45||1||6||6||5||0||66||3
| |
| − | |-
| |
| − | |46||1||7||0||0||0||14||3
| |
| − | |-
| |
| − | |47||1||7||2||0||0||4||3
| |
| − | |-
| |
| − | |48||1||7||6||6||6||33||3
| |
| − | |-
| |
| − | |49||1||7||7||7||6||48||3
| |
| − | |-
| |
| − | |50||1||7||0||1||0||22||3
| |
| − | |-
| |
| − | |51||1||7||7||7||3||47||3
| |
| − | |-
| |
| − | |52||1||7||3||0||0||14||3
| |
| − | |-
| |
| − | |53||1||5||7||6||0||51||3
| |
| − | |-
| |
| − | |54||1||7||0||0||0||15||3
| |
| − | |-
| |
| − | |55||1||7||3||3||3||37||3
| |
| − | |-
| |
| − | |56||1||5||6||7||4||24||3
| |
| − | |-
| |
| − | |57||1||7||4||7||3||39||3
| |
| − | |-
| |
| − | |58||1||6||7||7||6||70||3
| |
| − | |-
| |
| − | |59||1||7||2||0||0||48||3
| |
| − | |-
| |
| − | |60||1||7||7||0||5||42||3
| |
| − | |-
| |
| − | |61||1||7||3||7||1||63||3
| |
| − | |-
| |
| − | |62||1||7||0||3||0||23||3
| |
| − | |-
| |
| − | |63||1||7||7||6||3||58||3
| |
| − | |-
| |
| − | |64||1||7||3||0||0||10||3
| |
| − | |-
| |
| − | |65||1||0||0||0||0||0||1
| |
| − | |-
| |
| − | |66||1||3||0||0||0||0||3
| |
| − | |-
| |
| − | |67||1||7||7||7||5||73||3
| |
| − | |-
| |
| − | |68||1||7||7||7||6||39||3
| |
| − | |-
| |
| − | |69||1||7||7||7||7||54||3
| |
| − | |-
| |
| − | |70||1||7||2||6||5||52||3
| |
| − | |-
| |
| − | |71||1||6||4||6||0||39||3
| |
| − | |-
| |
| − | |72||1||7||7||3||0||61||3
| |
| − | |-
| |
| − | |73||1||7||3||0||0||34||3
| |
| − | |-
| |
| − | |74||1||7||7||6||6||30||3
| |
| − | |-
| |
| − | |75||1||7||7||7||3||100||3
| |
| − | |-
| |
| − | |76||1||7||6||5||2||55||3
| |
| − | |-
| |
| − | |77||1||7||5||4||0||58||3
| |
| − | |-
| |
| − | |78||1||7||5||5||0||49||3
| |
| − | |-
| |
| − | |79||1||7||5||2||0||18||3
| |
| − | |-
| |
| − | |80||2||1||0||0||0||0||1
| |
| − | |-
| |
| − | |81||2||0||0||0||0||13||1
| |
| − | |-
| |
| − | |82||2||1||0||1||0||0||1
| |
| − | |-
| |
| − | |83||2||5||3||4||1||32||2
| |
| − | |-
| |
| − | |84||2||3||0||0||0||0||1
| |
| − | |-
| |
| − | |85||2||7||4||1||0||36||2
| |
| − | |-
| |
| − | |86||2||5||5||1||0||20||2
| |
| − | |-
| |
| − | |87||2||5||3||4||2||23||2
| |
| − | |-
| |
| − | |88||2||7||6||3||1||39||2
| |
| − | |-
| |
| − | |89||2||1||0||1||1||14||1
| |
| − | |-
| |
| − | |90||2||7||0||4||4||54||2
| |
| − | |-
| |
| − | |91||2||4||0||0||0||36||2
| |
| − | |-
| |
| − | |92||2||2||0||0||0||0||1
| |
| − | |-
| |
| − | |93||2||7||6||0||6||29||2
| |
| − | |-
| |
| − | |94||2||7||1||0||1||11||2
| |
| − | |-
| |
| − | |95||2||4||0||0||0||5||2
| |
| − | |-
| |
| − | |96||2||7||7||5||2||64||2
| |
| − | |-
| |
| − | |97||2||7||7||1||2||52||2
| |
| − | |-
| |
| − | |98||2||7||7||1||0||19||2
| |
| − | |-
| |
| − | |99||2||5||2||2||1||28||2
| |
| − | |-
| |
| − | |100||2||7||4||0||0||22||2
| |
| − | |-
| |
| − | |101||2||7||7||6||0||68||2
| |
| − | |-
| |
| − | |102||2||7||6||0||0||39||2
| |
| − | |-
| |
| − | |103||2||7||7||7||0||60||2
| |
| − | |-
| |
| − | |104||2||7||7||7||3||78||2
| |
| − | |-
| |
| − | |105||2||6||0||0||0||11||2
| |
| − | |-
| |
| − | |106||2||7||6||0||0||59||2
| |
| − | |-
| |
| − | |107||2||7||4||4||0||28||2
| |
| − | |-
| |
| − | |108||2||7||7||7||1||64||2
| |
| − | |-
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| − | |109||2||7||0||0||0||8||2
| |
| − | |-
| |
| − | |110||2||5||0||1||3||64||2
| |
| − | |-
| |
| − | |111||2||7||5||7||7||72||2
| |
| − | |-
| |
| − | |112||2||4||2||0||2||50||2
| |
| − | |-
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| − | |113||2||7||6||7||0||44||2
| |
| − | |-
| |
| − | |114||2||7||1||0||0||11||2
| |
| − | |-
| |
| − | |115||2||7||3||0||0||16||2
| |
| − | |-
| |
| − | |116||2||7||0||0||0||30||2
| |
| − | |-
| |
| − | |117||2||5||4||5||0||14||2
| |
| − | |-
| |
| − | |118||2||2||7||0||0||10||1
| |
| − | |-
| |
| − | |119||2||2||0||0||1||20||1
| |
| − | |-
| |
| − | |120||2||3||0||0||0||7||1
| |
| − | |-
| |
| − | |121||2||7||2||2||2||10||2
| |
| − | |-
| |
| − | |122||2||7||6||5||2||58||2
| |
| − | |-
| |
| − | |123||2||7||1||0||0||19||2
| |
| − | |-
| |
| − | |124||2||2||6||0||1||41||1
| |
| − | |-
| |
| − | |125||2||7||3||0||0||17||2
| |
| − | |-
| |
| − | |126||2||5||2||2||0||5||2
| |
| − | |-
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| − | |127||2||7||5||0||2||49||2
| |
| − | |-
| |
| − | |128||2||7||2||0||0||36||2
| |
| − | |-
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| − | |129||2||4||0||4||4||73||2
| |
| − | |-
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| − | |130||2||4||1||0||0||19||2
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| − | |-
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| − | |131||2||4||7||3||0||40||2
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| − | |-
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| − | |132||2||7||4||6||1||43||2
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| − | |-
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| − | |133||2||5||0||4||0||22||2
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| − | |-
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| − | |134||2||7||3||1||0||32||2
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| − | |-
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| − | |135||2||7||7||3||0||70||2
| |
| − | |-
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| − | |136||2||7||5||0||3||35||2
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| − | |-
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| − | |137||2||7||7||5||0||35||2
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| − | |-
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| − | |138||2||7||6||6||0||35||2
| |
| − | |-
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| − | |139||2||7||0||0||0||8||2
| |
| − | |-
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| − | |140||2||5||0||0||0||5||2
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| − | |-
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| − | |141||2||7||1||0||0||33||2
| |
| − | |-
| |
| − | |142||2||7||7||4||0||46||2
| |
| − | |-
| |
| − | |143||2||7||4||0||0||15||2
| |
| − | |-
| |
| − | |144||2||5||7||0||0||11||2
| |
| − | |-
| |
| − | |145||2||6||0||0||0||9||2
| |
| − | |-
| |
| − | |146||2||6||0||0||0||12||2
| |
| − | |-
| |
| − | |147||2||7||0||0||0||2||2
| |
| − | |-
| |
| − | |148||2||7||7||3||0||43||2
| |
| − | |-
| |
| − | |149||2||7||7||2||2||73||2
| |
| − | |-
| |
| − | |150||2||7||6||4||0||38||2
| |
| − | |-
| |
| − | |151||2||7||4||0||0||11||2
| |
| − | |-
| |
| − | |152||2||7||7||7||3||60||2
| |
| − | |-
| |
| − | |153||2||7||1||0||0||27||2
| |
| − | |-
| |
| − | |154||2||7||0||0||0||25||2
| |
| − | |-
| |
| − | |155||2||6||6||2||0||2||2
| |
| − | |-
| |
| − | |156||2||7||0||0||0||12||2
| |
| − | |-
| |
| − | |157||2||1||0||0||0||0||1
| |
| − | |-
| |
| − | |158||2||2||0||0||0||18||1
| |
| | |} | | |} |
| | </center> | | </center> |
| | | | |
| | ==References== | | ==References== |
| − | * Lawrence J, Alcock D, McGrath P, Kay J, MacMurray SB, Dulberg C. (1993) [http://www.ncbi.nlm.nih.gov/pubmed/8413140 The development of a tool to assess neonatal pain], Neonatal Network, 12:59-66. | + | * |
| | | | |
| | <hr> | | <hr> |
| | * SOCR Home page: http://www.SOCR.ucla.edu | | * SOCR Home page: http://www.SOCR.ucla.edu |
| | | | |
| − | {{translate|pageName=http://wiki.ssocr.umich.edu/index.php?title=SOCR_Data_NIPS_InfantVitK_ShotData}} | + | {{translate|pageName=http://wiki.socr.umich.edu/index.php?title=SOCR_Data_NIPS_InfantVitK_ShotData}} |
