Dataset of parent-child hyperscanning fNIRS recordings (doi:10.21979/N9/35DNCW)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Dataset of parent-child hyperscanning fNIRS recordings

doi:10.21979/N9/35DNCW

DR-NTU (Data)

2022-05-27

2

Gabrieli, Giulio; Bizzego, Andrea; Azhari, Atiqah; Lim, Mengyu; Esposito, Gianluca, 2022, "Dataset of parent-child hyperscanning fNIRS recordings", https://doi.org/10.21979/N9/35DNCW, DR-NTU (Data), V2, UNF:6:qL7fON9Bc4SVka7U9+orJw== [fileUNF]

Dataset of parent-child hyperscanning fNIRS recordings

doi:10.21979/N9/35DNCW

Gabrieli, Giulio (Nanyang Technological University)

Bizzego, Andrea (University of Trento)

Azhari, Atiqah (Nanyang Technological University)

Lim, Mengyu (Nanyang Technological University)

Esposito, Gianluca (University of Trento)

Python

NAP Start-up Grant M4081597

RG55/18 2018-T1-001-172

DR-NTU (Data)

Gabrieli, Giulio

Gabrieli, Giulio

Bizzego, Andrea

Esposito, Gianluca

Gabrieli, Giulio

2022-05-25

https://doi.org/10.21979/N9/35DNCW

Social Sciences, Social Sciences, hyperscanning, fNIRS

This collection includes hyperscanning fNIRS recordings from 33 Mother-Child and 29 Father-Child dyads, during two different tasks: a passive video viewing task, and an interactive play session. Demographic and behavioral data are present, as well as analysis of the video stimuli used in the first task.

Singapore

Individuals

Parent-child dyads (N = 62; mother-child N = 33, father-child N = 29) were recruited through online forums and social media groups, and voluntarily participated in the study. Inclusion criteria were (1) for the parent, being aged 21 or above with a biological child aged between 34 and 60 months, (2) residing in Singapore, (3) with no known cognitive, visual, or hearing impairments, and (4) dyads must be staying in the same household

fNIRS recordings

Azhari, Atiqah

Convenience Sampling

2 x NIRXSport devices (NIRx Medical Technologies LLC)

10.1038/s41598-019-47810-4

Azhari, A., Leck, W. Q., Gabrieli, G., Bizzego, A., Rigo, P., Setoh, P., ... & Esposito, G. (2019). Parenting stress undermines mother-child brain-to-brain synchrony: A hyperscanning study. Scientific reports, 9(1), 11407.

10356/100429

Azhari, A., Leck, W. Q., Gabrieli, G., Bizzego, A., Rigo, P., Setoh, P., ... & Esposito, G. (2019). Parenting stress undermines mother-child brain-to-brain synchrony: A hyperscanning study. Scientific reports, 9(1), 11407.

10.1080/14616734.2020.1840790

Azhari, A., Gabrieli, G., Bizzego, A., Bornstein, M. H., & Esposito, G. (2023). Probing the association between maternal anxious attachment style and mother-child brain-to-brain coupling during passive co-viewing of visual stimuli. Attachment & Human Development, 25(1), 19-34.

10356/146494

Azhari, A., Gabrieli, G., Bizzego, A., Bornstein, M. H., & Esposito, G. (2023). Probing the association between maternal anxious attachment style and mother-child brain-to-brain coupling during passive co-viewing of visual stimuli. Attachment & Human Development, 25(1), 19-34.

10.1080/17470919.2021.1970016

Azhari, A., Bizzego, A., & Esposito, G. (2021). Father-child dyads exhibit unique inter-subject synchronization during co-viewing of animation video stimuli. Social Neuroscience, 16(5), 522-533.

10.3390/sym14050998

Azhari, A., Bizzego, A., Balagtas, J. P. M., Leng, K. S. H., & Esposito, G. (2022). Asymmetric prefrontal cortex activation associated with mutual gaze of mothers and children during shared play. Symmetry, 14(5), 998.

10.1080/03004430.2020.1832997

Durnford, J. R., Balagtas, J. P. M., Azhari, A., Lim, M., Gabrieli, G., Bizzego, A., & Esposito, G. (2022). Presence of parent, gender and emotional valence influences preschoolers' PFC processing of video stimuli. Early Child Development and Care, 192(7), 1020-1031.

10356/155330

Durnford, J. R., Balagtas, J. P. M., Azhari, A., Lim, M., Gabrieli, G., Bizzego, A., & Esposito, G. (2022). Presence of parent, gender and emotional valence influences preschoolers' PFC processing of video stimuli. Early Child Development and Care, 192(7), 1020-1031.

10.1007/s12021-021-09558-z

Bizzego, A., Azhari, A., & Esposito, G. (2022). Assessing computational methods to quantify mother-child brain synchrony in naturalistic settings based on fNIRS signals. Neuroinformatics, 1-10.

• Number of cases: 136756

• No. of variables per record: 29

• Type of File: text/tab-separated-values

UNF:6:vXA10EheQW0kRZbJOzDD6g==

• Number of cases: 154901

• No. of variables per record: 29

• Type of File: text/tab-separated-values

UNF:6:ElxPJCz0hqTon3eTQbyi3w==

• Number of cases: 726

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:DAvQw/Wpqk2STr2OSRx33A==

• Number of cases: 62

• No. of variables per record: 5

• Type of File: text/tab-separated-values

UNF:6:+I+Q3mLzjltrmgX0O/JmnQ==

• Number of cases: 620

• No. of variables per record: 8

• Type of File: text/tab-separated-values

UNF:6:nXSogQmK34SGLsMzKdSItA==

• Number of cases: 721

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:XxcidKIBsE6Y0hD/9EFjlg==

• Number of cases: 62

• No. of variables per record: 14

• Type of File: text/tab-separated-values

UNF:6:Wtq5QB7mC1BPQ2ZBUEzO6g==

• Number of cases: 726

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:vsGSaf+G81bc1MTabsUn2Q==

• Number of cases: 3

• No. of variables per record: 5

• Type of File: text/tab-separated-values

UNF:6:PhlnkFxWXmcW8haPJ6fK3w==

• Time - Time
• ID - ID
• PPlayOther - PPlayOther
• PSmile - PSmile
• PTouch - PTouch
• PDirect - PDirect
• PStop - PStop
• PPoint - PPoint
• PGazeOther - PGazeOther
• PNoInfant - PNoInfant
• PVerbal - PVerbal
• CObject - CObject
• CToyParent - CToyParent
• CCry - CCry
• CVerbal - CVerbal
• CGazeParent - CGazeParent
• CGazeAway - CGazeAway
• CTouch - CTouch
• CSmile - CSmile
• CToyPurpose - CToyPurpose
• JointGaze - JointGaze
• JointSymbolic - JointSymbolic
• JointPretend - JointPretend
• JointLaughter - JointLaughter
• MutualGaze - MutualGaze
• PLaugh - PLaugh
• PNonVerbal - PNonVerbal
• CNonVerbal - CNonVerbal
• CLaugh - CLaugh
• Time - Time
• ID - ID
• PPlayOther - PPlayOther
• PSmile - PSmile
• PTouch - PTouch
• PDirect - PDirect
• PStop - PStop
• PPoint - PPoint
• PGazeOther - PGazeOther
• PNoInfant - PNoInfant
• PVerbal - PVerbal
• CObject - CObject
• CToyParent - CToyParent
• CCry - CCry
• CVerbal - CVerbal
• CGazeParent - CGazeParent
• CGazeAway - CGazeAway
• CTouch - CTouch
• CSmile - CSmile
• CToyPurpose - CToyPurpose
• JointGaze - JointGaze
• JointPretend - JointPretend
• JointLaughter - JointLaughter
• MutualGaze - MutualGaze
• PNonVerbal - PNonVerbal
• CNonVerbal - CNonVerbal
• CLaugh - CLaugh
• PLaugh - PLaugh
• JointSymbolic - JointSymbolic
• Visual Complexity - Visual Complexity
• Dyad - Dyad
• ParentSex - ParentSex
• ParentAge - ParentAge
• ChildSex - ChildSex
• ChildAge - ChildAge
• Dyad - Dyad
• Min - Min
• Sensitivity - Sensitivity
• Structuring - Structuring
• NonIntrusiveness - NonIntrusiveness
• NonHostility - NonHostility
• Responsiveness - Responsiveness
• Involvement - Involvement
• Visual Complexity - Visual Complexity
• Dyad - Dyad
• PD - PD
• P-CDI - P-CDI
• DC - DC
• PSI - PSI
• Care_M - Care_M
• OverP_M - OverP_M
• Care_F - Care_F
• OverP_F - OverP_F
• Con - Con
• RAS - RAS
• NFA - NFA
• Dis - Dis
• Preoc - Preoc
• Visual Complexity - Visual Complexity
• Stimulus - Stimulus
• VC - VC
• AF0 - AF0
• Positivity - Positivity
• AI - AI

f91948 Location:

Summary Statistics: Valid 136756.0; Max. 692.86; StDev 178.71258413771903; Min. 0.0; Mean 304.8121082073187;

Variable Format: numeric

Notes: UNF:6:HvEFnkWIMUMQz9R53bjFKQ==

f91948 Location:

Variable Format: character

Notes: UNF:6:G8DaMnKNadpLsLbjgWDkng==

f91948 Location:

Summary Statistics: Mean 0.0928807511187983; Max. 1.0; Valid 136756.0; StDev 0.2902663144155973; Min. 0.0

Variable Format: numeric

Notes: UNF:6:hmM/VjwCLSi9+ZPZ5xAxfg==

f91948 Location:

Summary Statistics: Valid 136756.0; Max. 1.0; Min. 0.0; StDev 0.20499397978291964; Mean 0.04395419579397779

Variable Format: numeric

Notes: UNF:6:3Q6eZ9f1pUbqC1BSuPLCTg==

f91948 Location:

Summary Statistics: Mean 0.03194740998567807; Max. 1.0; Min. 0.0; Valid 136756.0; StDev 0.1758607378813553;

Variable Format: numeric

Notes: UNF:6:kmdvnFtUgkJujM0yPddP/Q==

f91948 Location:

Summary Statistics: Mean 0.06553277369922594; Max. 1.0; Valid 136756.0; Min. 0.0; StDev 0.24746449657574437

Variable Format: numeric

Notes: UNF:6:gVP7vK0xS1gZ5VJHkcIPBA==

f91948 Location:

Summary Statistics: Min. 0.0; StDev 0.11150474225262891; Mean 0.012591769282518542; Max. 1.0; Valid 136756.0;

Variable Format: numeric

Notes: UNF:6:7E0CiJegHMN/SA/+XgPpgg==

f91948 Location:

Variable Format: character

Notes: UNF:6:K91pvxj0TA+Z9Afm1AVhDA==

f91948 Location:

Summary Statistics: Min. 0.0; StDev 0.4348850386065947; Mean 0.7467314048378061; Valid 136756.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:CbAq2eiVcfWGTHbR+KGFuQ==

f91948 Location:

Summary Statistics: Max. 1.0; StDev 0.21499516166559113; Mean 0.04858287753369546; Valid 136756.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:qm80MFiDtsH6N7W+W5xj8Q==

f91948 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.4465105735763154; Valid 136756.0; StDev 0.49713246567378927

Variable Format: numeric

Notes: UNF:6:xD2C+odPHqxPu+JLgWRkzA==

f91948 Location:

Summary Statistics: Valid 136756.0; Min. 0.0; Mean 0.709628827985736; Max. 1.0; StDev 0.4539353051136669;

Variable Format: numeric

Notes: UNF:6:nIH+QKznP9f4DQrvrX3+HQ==

f91948 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.011070812249552055; Valid 136756.0; StDev 0.10463426505270895

Variable Format: numeric

Notes: UNF:6:jjOkQiQC74gCPnrIXb6WxA==

f91948 Location:

Variable Format: character

Notes: UNF:6:DuqDEHb5Lun0eqpST18SCg==

f91948 Location:

Summary Statistics: Mean 0.16910409780918761; Min. 0.0; Valid 136756.0; StDev 0.3748452071933405; Max. 1.0

Variable Format: numeric

Notes: UNF:6:sibuE5KzuEXtGAJGXvk9Tw==

f91948 Location:

Summary Statistics: Min. 0.0; Valid 136756.0; Max. 1.0; StDev 0.16607450564877288; Mean 0.028386323086385935;

Variable Format: numeric

Notes: UNF:6:pRofTV0OWBEJcJO4s2Zukw==

f91948 Location:

Summary Statistics: StDev 0.2904508355267861; Min. 0.0; Mean 0.09301237240052244; Max. 1.0; Valid 136756.0

Variable Format: numeric

Notes: UNF:6:xDT4AJIlwXo/yPxFWclvjw==

f91948 Location:

Summary Statistics: StDev 0.10277183350944634; Max. 1.0; Valid 136756.0; Min. 0.0; Mean 0.01067594840445504

Variable Format: numeric

Notes: UNF:6:3i3kZ4lW0iwV+Fc3NT+Ugw==

f91948 Location:

Summary Statistics: Max. 1.0; Mean 0.05839597531368311; Valid 136756.0; Min. 0.0; StDev 0.23449155092832558;

Variable Format: numeric

Notes: UNF:6:A3vIEKFhtTK00DylxuRvpg==

f91948 Location:

Summary Statistics: StDev 0.4925234597327794; Valid 136756.0; Mean 0.5861534411653099; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:QxfGGKapC2WA5Xw0kmtiKg==

f91948 Location:

Summary Statistics: Min. 0.0; StDev 0.4986287572959235; Max. 1.0; Valid 136756.0; Mean 0.5370294539179129;

Variable Format: numeric

Notes: UNF:6:2MarG0GNvbMQ08onAU4n9g==

f91948 Location:

Summary Statistics: Valid 136756.0; StDev 0.15822556252201658; Min. 0.0; Mean 0.025695399104987648; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:2ygsHMCHUNta6nJfxzTpiQ==

f91948 Location:

Summary Statistics: Mean 0.3931381438473774; StDev 0.4884488594353375; Valid 136756.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:FxX6eGbkGiYRzn8adG0M/g==

f91948 Location:

Summary Statistics: Max. 1.0; Mean 0.0016525783146631905; Valid 136756.0; Min. 0.0; StDev 0.04061846087474277

Variable Format: numeric

Notes: UNF:6:wu7K/tHrG1opZoWuTW75Tg==

f91948 Location:

Summary Statistics: Min. 0.0; Mean 0.00963029044429197; Max. 1.0; StDev 0.09766072748083264; Valid 136756.0;

Variable Format: numeric

Notes: UNF:6:eBVWUqTxBRV65OH7hx2Qyw==

f91948 Location:

Summary Statistics: Mean 0.008460323495859413; StDev 0.09159043489151836; Valid 136756.0; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:fwEIelefOGODf74lZKi3Jg==

f91948 Location:

Summary Statistics: StDev 0.19677768547503227; Valid 136756.0; Min. 0.0; Mean 0.04034923513410888; Max. 1.0

Variable Format: numeric

Notes: UNF:6:4/sVNKRfIzrTFROGvNCjmw==

f91948 Location:

Summary Statistics: StDev 0.1712977578729035; Mean 0.030258270203869217; Min. 0.0; Max. 1.0; Valid 136756.0

Variable Format: numeric

Notes: UNF:6:BGaeifQWNHo1+X01FAwKaQ==

f91948 Location:

Summary Statistics: StDev 0.07673277854356747; Min. 0.0; Valid 136756.0; Max. 1.0; Mean 0.005922957676450604

Variable Format: numeric

Notes: UNF:6:O1ZyKHJpYRGOUGrbCvNCcQ==

f91953 Location:

Summary Statistics: Max. 893.06; StDev 191.20899531989446; Valid 154901.0; Min. 0.0; Mean 317.6576427524673

Variable Format: numeric

Notes: UNF:6:m4mYzSdQBfEM5d9GIktxwA==

f91953 Location:

Variable Format: character

Notes: UNF:6:k4km68C9L0YERLWSgg8SOg==

f91953 Location:

Summary Statistics: Mean 0.05619072827155482; StDev 0.2302904094818639; Max. 1.0; Min. 0.0; Valid 154901.0

Variable Format: numeric

Notes: UNF:6:lT16VrZvGRz20VrpUquhRw==

f91953 Location:

Summary Statistics: Valid 154901.0; Min. 0.0; Mean 0.060206196215659306; Max. 1.0; StDev 0.23786924019250966

Variable Format: numeric

Notes: UNF:6:O6Xk9xo58FvpSwU1YlfWbg==

f91953 Location:

Summary Statistics: Mean 0.022227099889597517; Max. 1.0; StDev 0.14742183089299649; Min. 0.0; Valid 154901.0

Variable Format: numeric

Notes: UNF:6:I5cLxsu6A346KfcCQCPIvw==

f91953 Location:

Summary Statistics: Valid 154901.0; StDev 0.1896098893113824; Max. 1.0; Min. 0.0; Mean 0.03734643417408777;

Variable Format: numeric

Notes: UNF:6:7fqPzamqVqQqtlhW4U4ELw==

f91953 Location:

Summary Statistics: Valid 154901.0; Mean 0.004351166228751295; Max. 1.0; Min. 0.0; StDev 0.06581991757165467;

Variable Format: numeric

Notes: UNF:6:PBJI9/p9q+QEqEd4LtUmZg==

f91953 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.10989876644997955; Mean 0.012227164446967805; Valid 154901.0;

Variable Format: numeric

Notes: UNF:6:DYNNZtwsAVbSM2RUxhp6fw==

f91953 Location:

Summary Statistics: Mean 0.36333529157340505; StDev 0.4809617976921287; Min. 0.0; Valid 154901.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:tD55QsyBl0QLv7OLTZmHqg==

f91953 Location:

Summary Statistics: Valid 154901.0; StDev 0.1359068366870983; Mean 0.018824926888790533; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:QONq8iwwRu7Pa/uQYcb8vQ==

f91953 Location:

Variable Format: character

Notes: UNF:6:gTTP7aU5HbulqR1LsogRLA==

f91953 Location:

Summary Statistics: Mean 0.6772067320418225; StDev 0.4675459178920198; Valid 154901.0; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:c2w+iNs6/nJ4y0v9IBhjCw==

f91953 Location:

Summary Statistics: Min. 0.0; Mean 0.020503418312343813; Max. 1.0; Valid 154901.0; StDev 0.14171505848518073

Variable Format: numeric

Notes: UNF:6:y5AZinlunA5IUoS+B3x+pA==

f91953 Location:

Summary Statistics: Max. 1.0; Mean 0.0013815275563107258; Min. 0.0; StDev 0.03714334185882003; Valid 154901.0

Variable Format: numeric

Notes: UNF:6:STZHS450MHQASbNYtZsaxA==

f91953 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.18794584928434707; StDev 0.3906701835518759; Valid 154901.0

Variable Format: numeric

Notes: UNF:6:1GGIi7RByfk0UxVBePO+aA==

f91953 Location:

Summary Statistics: StDev 0.11856409212442379; Valid 154901.0; Max. 1.0; Min. 0.0; Mean 0.014260721363958931;

Variable Format: numeric

Notes: UNF:6:kuBKwhj2pTsKOTv2ZdwSTA==

f91953 Location:

Summary Statistics: Min. 0.0; Valid 154901.0; Mean 0.06260773009859942; Max. 1.0; StDev 0.2422568494535202

Variable Format: numeric

Notes: UNF:6:5SpmF9xb8X1YXDikqiO3eg==

f91953 Location:

Summary Statistics: StDev 0.05800837904580746; Min. 0.0; Mean 0.003376350055840508; Max. 1.0; Valid 154901.0;

Variable Format: numeric

Notes: UNF:6:mvwYP8fNXq9ZltTjOoxiuA==

f91953 Location:

Summary Statistics: Max. 1.0; Valid 154901.0; StDev 0.3110463212319915; Mean 0.10852738200521292; Min. 0.0

Variable Format: numeric

Notes: UNF:6:bz/0JVHmQsWU40zOpwSavQ==

f91953 Location:

Summary Statistics: Valid 154901.0; Mean 0.49252748529705126; StDev 0.4999457721671987; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:KYk05FI3qcub4jDNwDSMow==

f91953 Location:

Summary Statistics: Max. 1.0; StDev 0.4868687159966053; Valid 154901.0; Mean 0.6138436808025529; Min. 0.0

Variable Format: numeric

Notes: UNF:6:20AjtPka1gJabaZfDramvg==

f91953 Location:

Summary Statistics: Min. 0.0; Valid 154901.0; StDev 0.4992327492198922; Max. 1.0; Mean 0.5277177035653626;

Variable Format: numeric

Notes: UNF:6:EQo1lLOTsfdop8OgCRpO0w==

f91953 Location:

Summary Statistics: Mean 7.87599821821563E-4; StDev 0.028053245603847567; Min. 0.0; Max. 1.0; Valid 154901.0;

Variable Format: numeric

Notes: UNF:6:uZixdPUpPuvN8/AVicaxQw==

f91953 Location:

Summary Statistics: Valid 154901.0; StDev 0.10166780209538948; Mean 0.010445381243496258; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:v1b1L2PlAr/59z40uLwLog==

f91953 Location:

Summary Statistics: Mean 0.04159430862290885; Min. 0.0; StDev 0.19966091121647034; Max. 1.0; Valid 154901.0;

Variable Format: numeric

Notes: UNF:6:3uZBvpnr1c5l9g2nKTLh2Q==

f91953 Location:

Summary Statistics: StDev 0.14573752493410305; Valid 154901.0; Min. 0.0; Mean 0.021710640990052456; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:HCNWS3ZE8XAyjPlINUchfA==

f91953 Location:

Summary Statistics: Mean 0.004254330185084092; StDev 0.06508654398500421; Valid 154901.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:RrdZIwf4jKSU4GY8Q/9b+w==

f91953 Location:

Summary Statistics: StDev 0.10225665876478082; Min. 0.0; Mean 0.010568040232146527; Max. 1.0; Valid 154901.0

Variable Format: numeric

Notes: UNF:6:15P2DsFPV4Pf9JaOIaMHkg==

f91953 Location:

Summary Statistics: Max. 1.0; Valid 154901.0; Min. 0.0; StDev 0.12003551821377638; Mean 0.01462224259366423

Variable Format: numeric

Notes: UNF:6:3mgG9CrAim5SLcFKzW5QIQ==

f91960 Location:

Summary Statistics: Mean 658119.3112947668; Max. 1393302.0; Min. 112271.0; Valid 726.0; StDev 209790.19662386074

Variable Format: numeric

Notes: UNF:6:DAvQw/Wpqk2STr2OSRx33A==

f91962 Location:

Variable Format: character

Notes: UNF:6:aYviq6hlajfB4/9WShEUMg==

f91962 Location:

Variable Format: character

Notes: UNF:6:8ZrUoPAhtOQgI47dQqKr0g==

f91962 Location:

Summary Statistics: Valid 62.0; StDev 4.265544565342298; Max. 46.0; Min. 27.0; Mean 36.33870967741935;

Variable Format: numeric

Notes: UNF:6:bCFLy7IbpFd+lTFcjDg6Tg==

f91962 Location:

Variable Format: character

Notes: UNF:6:Wgxr0qkS2dKaON6NcWbrug==

f91962 Location:

Summary Statistics: Mean 42.096774193548384; Valid 62.0; StDev 5.670486368301542; Min. 34.0; Max. 55.0;

Variable Format: numeric

Notes: UNF:6:ShDx6Ev+Y4Nhue/15bu0NQ==

f91949 Location:

Variable Format: character

Notes: UNF:6:jICq3+qJXidc8RMWj5BWFg==

f91949 Location:

Summary Statistics: StDev 2.8746004849898212; Min. 1.0; Mean 5.5; Max. 10.0; Valid 620.0;

Variable Format: numeric

Notes: UNF:6:JyBt3tyaRx0dnwNF0zhn/A==

f91949 Location:

Summary Statistics: StDev 0.6652082011847409; Mean 5.555921052631579; Min. 3.0; Valid 608.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:ZjCbNpl7srBBt2o/pfGYIA==

f91949 Location:

Summary Statistics: Mean 5.65625; StDev 0.8606884432683047; Valid 608.0; Max. 7.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:oniO9yvyStkQ7pL8sq027g==

f91949 Location:

Summary Statistics: StDev 0.8763869982152718; Min. 2.5; Max. 7.0; Valid 608.0; Mean 5.616776315789474;

Variable Format: numeric

Notes: UNF:6:mbWUQCaToU8fEoFxg1Jkww==

f91949 Location:

Summary Statistics: Min. 3.5; Mean 6.089638157894736; StDev 0.6747563113656208; Valid 608.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:C7IjsCzv82oIw9jA0GzlTg==

f91949 Location:

Summary Statistics: Min. 0.5; Max. 7.0; Valid 608.0; Mean 5.550986842105264; StDev 0.9444360676209347

Variable Format: numeric

Notes: UNF:6:MgfEHoKId8BD4UapH8QEBw==

f91949 Location:

Summary Statistics: Min. 1.0; Mean 5.363486842105264; Max. 7.0; StDev 1.0201183895298125; Valid 608.0

Variable Format: numeric

Notes: UNF:6:+Xn0w9kxCY6SDoyFvIz/2w==

f91959 Location:

Summary Statistics: Valid 721.0; Max. 668546.0; Mean 423005.6574202497; StDev 77498.27416338581; Min. 261561.0

Variable Format: numeric

Notes: UNF:6:XxcidKIBsE6Y0hD/9EFjlg==

f91961 Location:

Variable Format: character

Notes: UNF:6:x3kdKz9zZQ2cSxcF2/cJQA==

f91961 Location:

Summary Statistics: Max. 57.0; StDev 9.209199754968775; Mean 31.758064516129032; Min. 15.0; Valid 62.0

Variable Format: numeric

Notes: UNF:6:PbrOf5G0Tg6UPxBYhbuMEA==

f91961 Location:

Summary Statistics: Max. 41.0; Min. 14.0; Valid 62.0; StDev 6.412326178754424; Mean 23.35483870967742

Variable Format: numeric

Notes: UNF:6:P8/t24ywEULeDSdDNVQ5eA==

f91961 Location:

Summary Statistics: Mean 32.064516129032256; StDev 8.113681963691475; Max. 49.0; Valid 62.0; Min. 18.0

Variable Format: numeric

Notes: UNF:6:NWp+y5FtVNhhZQ/Q4s7CKw==

f91961 Location:

Summary Statistics: Mean 88.01612903225806; Max. 150.0; Valid 62.0; Min. 53.0; StDev 20.47588900808955;

Variable Format: numeric

Notes: UNF:6:jftxaqKyB6CPCvTOJ0l0DQ==

f91961 Location:

Summary Statistics: Valid 62.0; Min. 1.0; Max. 38.0; Mean 23.145161290322584; StDev 7.600359728746124;

Variable Format: numeric

Notes: UNF:6:DM6QVAPLYdf1OsyfKhi+sA==

f91961 Location:

Summary Statistics: Mean 13.306451612903226; Max. 31.0; StDev 6.289696778318816; Valid 62.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Z/F3BwGTCcXo2oFigBar7w==

f91961 Location:

Summary Statistics: Valid 62.0; Max. 35.0; Min. 0.0; StDev 9.027778975534053; Mean 16.677419354838708

Variable Format: numeric

Notes: UNF:6:IZk8vMumUziMDtlVFpZ41A==

f91961 Location:

Summary Statistics: StDev 6.773825882092745; Min. 0.0; Mean 10.870967741935484; Max. 34.0; Valid 62.0;

Variable Format: numeric

Notes: UNF:6:Ey+0lzNBcJcMLSHSAcJpQg==

f91961 Location:

Summary Statistics: Valid 62.0; StDev 4.593007353803045; Min. 22.0; Mean 34.225806451612904; Max. 45.0;

Variable Format: numeric

Notes: UNF:6:42tOJImeRYWSyJt8+d45gw==

f91961 Location:

Summary Statistics: Max. 30.0; Min. 9.0; Mean 18.903225806451612; StDev 5.059351599159054; Valid 62.0

Variable Format: numeric

Notes: UNF:6:52u3rdErEoEnZJ1s1wOMQg==

f91961 Location:

Summary Statistics: Mean 21.741935483870968; Valid 62.0; Max. 30.0; Min. 8.0; StDev 5.294400022885201;

Variable Format: numeric

Notes: UNF:6:LkBPqKG16Qv3esT5WmEOUw==

f91961 Location:

Summary Statistics: Mean 35.193548387096776; Valid 62.0; Max. 54.0; StDev 7.155964403684568; Min. 16.0

Variable Format: numeric

Notes: UNF:6:MOeO1FII393PWnVrlyYgmA==

f91961 Location:

Summary Statistics: Max. 36.0; StDev 5.416082559456733; Min. 12.0; Valid 62.0; Mean 23.758064516129032

Variable Format: numeric

Notes: UNF:6:Ktpuk8nXXEzlm+KkfH5FOw==

f91958 Location:

Summary Statistics: Valid 726.0; Mean 468369.80716253433; Max. 808781.0; Min. 33423.0; StDev 173679.34054096203;

Variable Format: numeric

Notes: UNF:6:vsGSaf+G81bc1MTabsUn2Q==

f91955 Location:

Variable Format: character

Notes: UNF:6:IH3yVkrch+6hsuGuivjyrg==

f91955 Location:

Summary Statistics: Mean 516498.2586333333; StDev 124727.17603064812; Valid 3.0; Max. 658119.3113; Min. 423005.6574

Variable Format: numeric

Notes: UNF:6:cLOhoGb/yBLzKzpq2XsP7g==

f91955 Location:

Summary Statistics: Valid 3.0; Mean 245.08886726666665; StDev 26.634536364009215; Max. 271.6383333; Min. 218.370068

Variable Format: numeric

Notes: UNF:6:MylM4M+Lz8t9iTFTNos6uw==

f91955 Location:

Summary Statistics: StDev 31.182259913824932; Valid 3.0; Min. 0.0; Mean 35.333333333333336; Max. 59.0

Variable Format: numeric

Notes: UNF:6:nNlWRVcv/vLH+cgeccYpVQ==

f91955 Location:

Summary Statistics: StDev 3.063747141137316; Valid 3.0; Min. 56.39395579; Mean 59.59420073; Max. 62.50022166

Variable Format: numeric

Notes: UNF:6:lIH2qli+jnMHZmnNSMZL9A==

Label:

EmotionParameters.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Label:

fathers.zip

application/zip

Label:

fathers.zip

application/zip

Label:

mothers.zip

application/zip

Label:

mothers.zip

application/zip

Label:

MotorParameters.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document