Working adults’ intentions to participate in microlearning: Assessing for measurement invariance and structural invariance (doi:10.21979/N9/NZ8N7M)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description

Citation

Title:

Working adults’ intentions to participate in microlearning: Assessing for measurement invariance and structural invariance

Identification Number:

doi:10.21979/N9/NZ8N7M

Distributor:

DR-NTU (Data)

Date of Distribution:

2021-08-04

Version:

2

Bibliographic Citation:

Puah, Shermain; Bin Mohmad Khalid, Muhammad Iskandar Shah; Looi, Chee Kit; Khor, Ean Teng, 2021, "Working adults’ intentions to participate in microlearning: Assessing for measurement invariance and structural invariance", https://doi.org/10.21979/N9/NZ8N7M, DR-NTU (Data), V2, UNF:6:qUPyfXjS0D9VcYSbOtGU+Q== [fileUNF]

Study Description

Citation

Title:

Working adults’ intentions to participate in microlearning: Assessing for measurement invariance and structural invariance

Identification Number:

doi:10.21979/N9/NZ8N7M

Authoring Entity:

Puah, Shermain (Nanyang Technological University)

Bin Mohmad Khalid, Muhammad Iskandar Shah (Nanyang Technological University)

Looi, Chee Kit (Nanyang Technological University)

Khor, Ean Teng (National Institute of Education)

Software used in Production:

R

Distributor:

DR-NTU (Data)

Access Authority:

Puah, Shermain

Depositor:

Puah, Shermain

Date of Deposit:

2021-07-08

Holdings Information:

https://doi.org/10.21979/N9/NZ8N7M

Study Scope

Keywords:

Social Sciences, Social Sciences, decomposed theory of planned behaviour, microlearning, measurement invariance

Abstract:

Data set and R code script for the manuscript titled "Working adults’ intentions to participate in microlearning: Assessing for measurement invariance and structural invariance"

Kind of Data:

Survey data

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f71669

File: dtpb_microlearning.tab

  • Number of cases: 628

  • No. of variables per record: 57

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

Notes:

UNF:6:qUPyfXjS0D9VcYSbOtGU+Q==

Variable Description

List of Variables:

Variables

TIME.S

f71669 Location:

Summary Statistics: Max. 349346.0; Min. 136.0; Mean 2506.1130573248433; StDev 18244.834058432363; Valid 628.0;

Variable Format: numeric

Notes: UNF:6:mjisbbRDu+FO1CL+XiOoTg==

x1

f71669 Location:

Summary Statistics: Min. 1.0; Valid 628.0; Mean 4.098726114649681; Max. 5.0; StDev 0.7844979102070164

Variable Format: numeric

Notes: UNF:6:ImtMUT33YZ9/nVACbE16XQ==

x2

f71669 Location:

Summary Statistics: Max. 5.0; StDev 0.8500766190953443; Valid 628.0; Mean 3.792993630573248; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:pfPnfoVhJW8j40zRpsfa/Q==

x3

f71669 Location:

Summary Statistics: StDev 0.7956823188962753; Mean 4.00796178343949; Min. 1.0; Max. 5.0; Valid 628.0;

Variable Format: numeric

Notes: UNF:6:ogZODtm73hcyov++36mH+Q==

x4

f71669 Location:

Summary Statistics: Mean 4.176751592356688; Min. 1.0; StDev 0.6863682632091022; Valid 628.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:SgWOAvYrWkq9q0GJgMI3Ng==

x5

f71669 Location:

Summary Statistics: Mean 3.896496815286624; Valid 628.0; Min. 1.0; StDev 0.7929838799128546; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:IgzoBIglQj+3ZiMN9hQnYw==

x6

f71669 Location:

Summary Statistics: StDev 0.6342611475115079; Max. 5.0; Valid 628.0; Min. 1.0; Mean 4.221337579617835

Variable Format: numeric

Notes: UNF:6:pcU3Cu928mfVjep3njyHgQ==

x7

f71669 Location:

Summary Statistics: Mean 4.1608280254777075; Valid 628.0; Max. 5.0; Min. 1.0; StDev 0.6925859010589936

Variable Format: numeric

Notes: UNF:6:9vN5vHKgoysIrw7g3lzNfg==

x8

f71669 Location:

Summary Statistics: Max. 5.0; Mean 4.076433121019108; Min. 1.0; StDev 0.7345768891316823; Valid 628.0;

Variable Format: numeric

Notes: UNF:6:zp6pnA1Tbct4RAKFLsVNpg==

x9

f71669 Location:

Summary Statistics: StDev 0.6862516995816759; Min. 1.0; Valid 628.0; Mean 4.117834394904458; Max. 5.0

Variable Format: numeric

Notes: UNF:6:+8TC0v9mo+T8uXHOyC/cNw==

x10

f71669 Location:

Summary Statistics: Max. 5.0; StDev 0.6568523523205257; Min. 1.0; Valid 628.0; Mean 4.146496815286624

Variable Format: numeric

Notes: UNF:6:2xWzDqzcZaP9LOe4dzbVUw==

x11

f71669 Location:

Summary Statistics: Valid 628.0; Mean 3.909235668789809; StDev 0.7925353831384077; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:0K/QWm6O8ushuKLA5H9Grg==

x12

f71669 Location:

Summary Statistics: Max. 5.0; Valid 628.0; StDev 0.7507771516460027; Mean 3.8901273885350323; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:T1sMI4DOADHY43Ok7FRm1g==

x13

f71669 Location:

Summary Statistics: Valid 628.0; Min. 1.0; Max. 5.0; Mean 4.027070063694268; StDev 0.7498429489125081;

Variable Format: numeric

Notes: UNF:6:RrHDheLKv/eAdXpXS+athQ==

x14

f71669 Location:

Summary Statistics: Valid 628.0; StDev 0.7153570396565955; Min. 1.0; Mean 4.0812101910828025; Max. 5.0

Variable Format: numeric

Notes: UNF:6:3Y38XDh3l4NLN4Zq4wxO1A==

x15

f71669 Location:

Summary Statistics: Mean 4.012738853503185; Max. 5.0; StDev 0.712049504098587; Min. 1.0; Valid 628.0

Variable Format: numeric

Notes: UNF:6:ngsgGdczxy/0prPwI9PavA==

x16

f71669 Location:

Summary Statistics: StDev 0.9144636489081349; Min. 1.0; Max. 5.0; Valid 628.0; Mean 3.652866242038217

Variable Format: numeric

Notes: UNF:6:v2gGd0QecAqJDmAO9dsFSA==

x17

f71669 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 0.791433887452404; Valid 628.0; Mean 3.8248407643312103;

Variable Format: numeric

Notes: UNF:6:6CBN0XAw5Co3tmtas8b2Gg==

x18

f71669 Location:

Summary Statistics: Valid 628.0; Max. 5.0; Mean 4.044585987261146; StDev 0.6399157544690447; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:8sffb1XtcmFsudYhGJeNnw==

x19

f71669 Location:

Summary Statistics: StDev 0.784426686689199; Min. 1.0; Mean 3.872611464968153; Valid 628.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:bjasDBN0MHp5wc0oryhIRg==

x20

f71669 Location:

Summary Statistics: Min. 1.0; Valid 628.0; Max. 5.0; StDev 0.74614890138444; Mean 3.9028662420382165

Variable Format: numeric

Notes: UNF:6:8jl87ZhigR9tfobZqH9i1w==

x21

f71669 Location:

Summary Statistics: StDev 0.7573781983182787; Min. 1.0; Max. 5.0; Mean 3.5461783439490446; Valid 628.0

Variable Format: numeric

Notes: UNF:6:ahL6q1w3trypXOI+2OB2ZQ==

x22

f71669 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.741395855522324; Mean 3.5238853503184715; Valid 628.0

Variable Format: numeric

Notes: UNF:6:KvAQYTlvFq25BqUEflXbYQ==

x23

f71669 Location:

Summary Statistics: Min. 1.0; StDev 0.7584655325987023; Valid 628.0; Max. 5.0; Mean 3.582802547770701

Variable Format: numeric

Notes: UNF:6:T1g7Jdc9jSU/oP6yLjhsyA==

x24

f71669 Location:

Summary Statistics: Min. 1.0; Valid 628.0; Mean 3.401273885350318; StDev 0.9061890519717287; Max. 5.0

Variable Format: numeric

Notes: UNF:6:46b/bjzOMJI0YWTPqnHa9w==

x25

f71669 Location:

Summary Statistics: Max. 5.0; Valid 628.0; Mean 3.3105095541401273; Min. 1.0; StDev 0.8381366864490125

Variable Format: numeric

Notes: UNF:6:IbmlMMvJgmfVfmPYWaZ5dg==

x26

f71669 Location:

Summary Statistics: Max. 5.0; Mean 3.388535031847134; StDev 0.8019090581398826; Min. 1.0; Valid 628.0

Variable Format: numeric

Notes: UNF:6:JIy5t+IJoRiorcXlVM0wVA==

x27

f71669 Location:

Summary Statistics: Mean 2.9681528662420393; StDev 1.0470304764904916; Max. 5.0; Min. 1.0; Valid 628.0;

Variable Format: numeric

Notes: UNF:6:FVGZwByi/e1Cfcs2GKUWPg==

x28

f71669 Location:

Summary Statistics: Mean 2.4777070063694264; StDev 1.020279145348225; Valid 628.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:NpmBJfYV0iEAFanj7e2E5w==

x29

f71669 Location:

Summary Statistics: Mean 3.7324840764331215; Min. 1.0; Valid 628.0; Max. 5.0; StDev 0.809687482626938

Variable Format: numeric

Notes: UNF:6:lF43jt5cTCsR6/kmGtpD4Q==

x30

f71669 Location:

Summary Statistics: Mean 3.6512738853503186; Min. 1.0; Max. 5.0; Valid 628.0; StDev 0.8325792258346477

Variable Format: numeric

Notes: UNF:6:DhdB6ZFFvOxDuX0oqEwz0Q==

x31

f71669 Location:

Summary Statistics: StDev 0.8073300527779137; Mean 3.679936305732484; Min. 1.0; Valid 628.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Z7OvMEvmBm0u2dvNbLs3jQ==

x32

f71669 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 0.8539872854847684; Mean 3.595541401273885; Valid 628.0

Variable Format: numeric

Notes: UNF:6:NszKxUFvKe0OyNTOHVTx+Q==

x33

f71669 Location:

Summary Statistics: Min. 1.0; Valid 628.0; StDev 0.8133724121008578; Max. 5.0; Mean 3.982484076433121

Variable Format: numeric

Notes: UNF:6:hQ7gNy6dSWVIRGhIqScJnA==

x34

f71669 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 628.0; Mean 4.210191082802548; StDev 0.6317676993555961

Variable Format: numeric

Notes: UNF:6:jprHKBpa1+a3Kkc0QlEQGQ==

x35

f71669 Location:

Summary Statistics: Mean 4.085987261146497; StDev 0.790046420110847; Valid 628.0; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:OGScZlVl2m4mP9DnKBG9xg==

x36

f71669 Location:

Summary Statistics: Max. 5.0; Valid 628.0; Mean 4.0652866242038215; StDev 0.8399164996164716; Min. 1.0

Variable Format: numeric

Notes: UNF:6:vIQohBkf71FS68joQiSCfg==

x37

f71669 Location:

Summary Statistics: StDev 0.6657848270231981; Max. 5.0; Min. 2.0; Valid 628.0; Mean 4.149681528662421

Variable Format: numeric

Notes: UNF:6:8QeotftS/XqtJkpbrGeWWg==

x38

f71669 Location:

Summary Statistics: Valid 628.0; Mean 3.7643312101910826; Min. 1.0; Max. 5.0; StDev 0.9168987838131438;

Variable Format: numeric

Notes: UNF:6:XO5I3gzPIjUT3TfD50+sOw==

x39

f71669 Location:

Summary Statistics: Mean 3.982484076433121; Valid 628.0; Min. 1.0; Max. 5.0; StDev 0.7017946064216319

Variable Format: numeric

Notes: UNF:6:71WfvFyrWv+SBczHyV05Qg==

x40

f71669 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 628.0; StDev 0.768061605479249; Mean 3.901273885350318

Variable Format: numeric

Notes: UNF:6:WLYf9EcMnFYV8YKZs2CRkA==

x41

f71669 Location:

Summary Statistics: Mean 4.146496815286624; StDev 0.6712628164362078; Max. 5.0; Min. 1.0; Valid 628.0

Variable Format: numeric

Notes: UNF:6:OsI/aqU9GLmgbNCB1yzQcA==

x42

f71669 Location:

Summary Statistics: StDev 0.7577938815801104; Mean 3.9315286624203822; Valid 628.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:UsIVNPytjmuH/IrSYee14Q==

x43

f71669 Location:

Summary Statistics: Mean 3.894904458598726; Min. 1.0; Max. 5.0; StDev 0.7937793375934517; Valid 628.0

Variable Format: numeric

Notes: UNF:6:Ti0b9bclIuQmu8uu22PwDw==

x44

f71669 Location:

Summary Statistics: Valid 628.0; Min. 1.0; StDev 0.5832823568260161; Max. 5.0; Mean 4.297770700636943

Variable Format: numeric

Notes: UNF:6:GemvU2HN7+k0Kjd2sD3ilQ==

x45

f71669 Location:

Summary Statistics: Valid 628.0; StDev 0.7140653843411792; Mean 4.060509554140127; Min. 2.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:5obCtGp1jXEIPGZM7bBNAw==

x46

f71669 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Valid 628.0; Mean 3.944267515923567; StDev 0.7651180841589499

Variable Format: numeric

Notes: UNF:6:pLV4dUwCM6vLGyG2Exxwcw==

x47

f71669 Location:

Summary Statistics: Mean 3.7038216560509554; StDev 0.8404741845559961; Max. 5.0; Valid 628.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:lAR/lj4mBtcXbc5PkbTd0g==

x48

f71669 Location:

Summary Statistics: Max. 5.0; Valid 628.0; StDev 0.6773397961161554; Mean 4.046178343949045; Min. 1.0

Variable Format: numeric

Notes: UNF:6:X3ZwjanhAtYqVLmb2rmuTg==

x49

f71669 Location:

Summary Statistics: Mean 3.949044585987261; Valid 628.0; Min. 1.0; StDev 0.7170396196799305; Max. 5.0

Variable Format: numeric

Notes: UNF:6:UJUChgVEaXBbqOrikxP2tQ==

x50

f71669 Location:

Summary Statistics: Valid 628.0; Min. 1.0; Mean 3.952229299363057; StDev 0.6784056726972693; Max. 5.0

Variable Format: numeric

Notes: UNF:6:RZ6ID8GBpk19inXhT7Vzkw==

x51

f71669 Location:

Summary Statistics: Valid 628.0; StDev 0.6353173499837058; Mean 4.0971337579617835; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:CA4hICRGvMCLpvr/Pd/euQ==

AGE.GROUP

f71669 Location:

Summary Statistics: Valid 628.0; Max. 6.0; Mean 2.2738853503184737; StDev 1.2507680063282127; Min. 1.0

Variable Format: numeric

Notes: UNF:6:WLqCjwt/fI8b4/gDiFiTzg==

GENDER

f71669 Location:

Summary Statistics: Mean 0.5127388535031847; StDev 0.5002361311192481; Max. 1.0; Valid 628.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ZjhVgyAXGGOBMdTeOqRlmw==

CURR.JOB.SECT

f71669 Location:

Summary Statistics: Max. 6.0; Mean 4.347133757961783; Min. 1.0; StDev 1.5785265780210551; Valid 628.0

Variable Format: numeric

Notes: UNF:6:L1Jg9mWcYW/tYuLd+D0z5Q==

YEARS.EXP

f71669 Location:

Summary Statistics: Mean 2.3773885350318493; Max. 5.0; Valid 628.0; StDev 1.2370921538531894; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:+ub8oVtgZutSuaN/cqicLw==

TECH.PROF

f71669 Location:

Summary Statistics: StDev 0.8358746892960519; Min. 1.0; Mean 3.8407643312101922; Max. 5.0; Valid 628.0

Variable Format: numeric

Notes: UNF:6:jergJy5PMrveqh7+AWNbzQ==

Other Study-Related Materials

Label:

Appendix A.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

Online Supplementary Material.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

SEM_Measurement invariance_v2.R

Text:

Measurement invariance analyses

Notes:

type/x-r-syntax