Investigating working adults’ intentions to participate in microlearning using the decomposed theory of planned behaviour (DTPB) (doi:10.21979/N9/YIMF4G)

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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

Investigating working adults’ intentions to participate in microlearning using the decomposed theory of planned behaviour (DTPB)

doi:10.21979/N9/YIMF4G

DR-NTU (Data)

2021-04-20

1

Puah, Shermain; Bin Mohmad Khalid, Muhammad Iskandar Shah; Chee Kit, Looi; Ean Teng, Khor, 2021, "Investigating working adults’ intentions to participate in microlearning using the decomposed theory of planned behaviour (DTPB)", https://doi.org/10.21979/N9/YIMF4G, DR-NTU (Data), V1, UNF:6:qUPyfXjS0D9VcYSbOtGU+Q== [fileUNF]

Investigating working adults’ intentions to participate in microlearning using the decomposed theory of planned behaviour (DTPB)

doi:10.21979/N9/YIMF4G

Puah, Shermain (Nanyang Technological University)

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

Chee Kit, Looi (Nanyang Technological University)

Ean Teng, Khor (Nanyang Technological University)

R

SkillsFuture Singapore and administered by the Institute for Adult Learning (GA18-05)

DR-NTU (Data)

Puah, Shermain

Puah, Shermain

2021-04-12

https://doi.org/10.21979/N9/YIMF4G

Social Sciences, Social Sciences, DTPB, decomposed theory of planned behaviour, microlearning, technology acceptance, adult learning

Data set and R code script for the manuscript titled "Investigating working adults’ intentions to participate in microlearning using the decomposed theory of planned behaviour (DTPB)"

Survey data

10.1111/bjet.13170

Puah, S., Bin Mohmad Khalid, M. I. S., Looi, C. K., & Khor, E. T. (2021). Investigating working adults' intentions to participate in microlearning using the decomposed theory of planned behaviour. British Journal of Educational Technology.

• Number of cases: 628

• No. of variables per record: 57

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

UNF:6:qUPyfXjS0D9VcYSbOtGU+Q==

• TIME.S - TIME.S
• x1 - x1
• x2 - x2
• x3 - x3
• x4 - x4
• x5 - x5
• x6 - x6
• x7 - x7
• x8 - x8
• x9 - x9
• x10 - x10
• x11 - x11
• x12 - x12
• x13 - x13
• x14 - x14
• x15 - x15
• x16 - x16
• x17 - x17
• x18 - x18
• x19 - x19
• x20 - x20
• x21 - x21
• x22 - x22
• x23 - x23
• x24 - x24
• x25 - x25
• x26 - x26
• x27 - x27
• x28 - x28
• x29 - x29
• x30 - x30
• x31 - x31
• x32 - x32
• x33 - x33
• x34 - x34
• x35 - x35
• x36 - x36
• x37 - x37
• x38 - x38
• x39 - x39
• x40 - x40
• x41 - x41
• x42 - x42
• x43 - x43
• x44 - x44
• x45 - x45
• x46 - x46
• x47 - x47
• x48 - x48
• x49 - x49
• x50 - x50
• x51 - x51
• AGE.GROUP - AGE.GROUP
• GENDER - GENDER
• CURR.JOB.SECT - CURR.JOB.SECT
• YEARS.EXP - YEARS.EXP
• TECH.PROF - TECH.PROF

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:ImtMUT33YZ9/nVACbE16XQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:pfPnfoVhJW8j40zRpsfa/Q==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:SgWOAvYrWkq9q0GJgMI3Ng==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:pcU3Cu928mfVjep3njyHgQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:9vN5vHKgoysIrw7g3lzNfg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:zp6pnA1Tbct4RAKFLsVNpg==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:2xWzDqzcZaP9LOe4dzbVUw==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:T1sMI4DOADHY43Ok7FRm1g==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:3Y38XDh3l4NLN4Zq4wxO1A==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:v2gGd0QecAqJDmAO9dsFSA==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:6CBN0XAw5Co3tmtas8b2Gg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:8sffb1XtcmFsudYhGJeNnw==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:bjasDBN0MHp5wc0oryhIRg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:8jl87ZhigR9tfobZqH9i1w==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:KvAQYTlvFq25BqUEflXbYQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:T1g7Jdc9jSU/oP6yLjhsyA==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:IbmlMMvJgmfVfmPYWaZ5dg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:JIy5t+IJoRiorcXlVM0wVA==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:FVGZwByi/e1Cfcs2GKUWPg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:NpmBJfYV0iEAFanj7e2E5w==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:lF43jt5cTCsR6/kmGtpD4Q==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:DhdB6ZFFvOxDuX0oqEwz0Q==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:Z7OvMEvmBm0u2dvNbLs3jQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:NszKxUFvKe0OyNTOHVTx+Q==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:hQ7gNy6dSWVIRGhIqScJnA==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:jprHKBpa1+a3Kkc0QlEQGQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:OGScZlVl2m4mP9DnKBG9xg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:vIQohBkf71FS68joQiSCfg==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:XO5I3gzPIjUT3TfD50+sOw==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:WLYf9EcMnFYV8YKZs2CRkA==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:OsI/aqU9GLmgbNCB1yzQcA==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:UsIVNPytjmuH/IrSYee14Q==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:Ti0b9bclIuQmu8uu22PwDw==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:GemvU2HN7+k0Kjd2sD3ilQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:5obCtGp1jXEIPGZM7bBNAw==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:pLV4dUwCM6vLGyG2Exxwcw==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:lAR/lj4mBtcXbc5PkbTd0g==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:X3ZwjanhAtYqVLmb2rmuTg==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:UJUChgVEaXBbqOrikxP2tQ==

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:RZ6ID8GBpk19inXhT7Vzkw==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:ZjhVgyAXGGOBMdTeOqRlmw==

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

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

f62619 Location:

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

Variable Format: numeric

Notes: UNF:6:jergJy5PMrveqh7+AWNbzQ==

Label:

SEM_DTPB_Microlearning.R

Text:

CFA and SEM analysis to validate the DTPB model.

type/x-r-syntax