Replication Data for: Can Technology Startups Hire Talented Early Employees? Ability, Preferences and Employee First Job Choice (doi:10.7910/DVN/IGFCET)

View:

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:

Replication Data for: Can Technology Startups Hire Talented Early Employees? Ability, Preferences and Employee First Job Choice

Identification Number:

doi:10.7910/DVN/IGFCET

Distributor:

Harvard Dataverse

Date of Distribution:

2023-01-03

Version:

Bibliographic Citation:

Roach, Michael, 2023, "Replication Data for: Can Technology Startups Hire Talented Early Employees? Ability, Preferences and Employee First Job Choice", https://doi.org/10.7910/DVN/IGFCET, Harvard Dataverse, V1, UNF:6:Xvi4GXehVXjXAXlxgeAyaQ== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Can Technology Startups Hire Talented Early Employees? Ability, Preferences and Employee First Job Choice

Identification Number:

doi:10.7910/DVN/IGFCET

Authoring Entity:

Roach, Michael (University of Illinois at Urbana-Champaign)

Distributor:

Harvard Dataverse

Access Authority:

Roach, Michael

Depositor:

Roach, Michael

Date of Deposit:

2022-12-31

Holdings Information:

https://doi.org/10.7910/DVN/IGFCET

Study Scope

Keywords:

Business and Management

Abstract:

Replication data and code in Stata for Roach & Sauermann, forthcoming Management Science. Data are available for replication purposes only. No other use of the data for other research is permitted.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

Management Science

File Description--f6866099

File: RoachSauermann_MS23.tab

Number of cases: 2415
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:Xvi4GXehVXjXAXlxgeAyaQ==

Variable Description

List of Variables:

startup_empl - Startup Employee
startup_job_applied - Applied to startup job
startup_job_offer - Received startup job offer
ln_starting_salary - Starting Salary
ability_nrc - Ability
pre_career_pref - Career Preferences
pre_risk - Risk tolerance
pre_autonomy - Autonomy
pre_pay - Financial pay
pre_mgmt - Managerial activities
pre_commercialization - Commercialization activities
visa - FOREIGN PHD
male
married
pre_children
pre_postdoc
ln_vc_funding
gdp_rate
equity_stock
field
university
table3

Variables

Startup Employee

f6866099 Location:

Summary Statistics: Valid 2415.0; StDev 0.32022169715517734; Min. 0.0; Mean 0.11594202898550718; Max. 1.0

Variable Format: numeric

Notes: UNF:6:vaF7wnI2ot+B/wM2ZkzxVw==

Applied to startup job

f6866099 Location:

Summary Statistics: Mean 0.474256707759246; StDev 0.4995179919973522; Valid 1379.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:RF9UNX5CMVN3sevujUi71A==

Received startup job offer

f6866099 Location:

Summary Statistics: StDev 0.48556054745419414; Max. 1.0; Min. 0.0; Valid 654.0; Mean 0.6207951070336388;

Variable Format: numeric

Notes: UNF:6:bIRISRNNDoDlrVHrbw9Ldw==

Starting Salary

f6866099 Location:

Summary Statistics: Max. 6.133398056030273; Mean 4.612033887913353; Min. 3.4339871406555176; StDev 0.3222860836956895; Valid 1520.0

Variable Format: numeric

Notes: UNF:6:ufTskPWmqR/HNAvPXWPEFg==

Ability

f6866099 Location:

Summary Statistics: Min. -4.356709003448486; Max. -0.6931471824645996; Mean -2.458131987461141; StDev 0.9305509066502275; Valid 2415.0

Variable Format: numeric

Notes: UNF:6:4lQf/ldzso0l5QojVf7Wwg==

Career Preferences

f6866099 Location:

Value	Label	Frequency
5.	05 other	242
2.	02 joiner	182
1.	01 founder	99
4.	04 est	884
3.	03 indiff	1008

Summary Statistics: Min. 1.0; Valid 2415.0; Mean 3.4091097308488614; Max. 5.0; StDev 0.9160719939294607

Variable Format: numeric

Notes: UNF:6:QkCLgfZhEmIaDEIGvOuweA==

Risk tolerance

f6866099 Location:

Summary Statistics: Min. 0.0; StDev 2.645601981484623; Mean 2.291925465196803; Valid 2415.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:w/QAEUl1FaSuPcVzVDmW+Q==

Autonomy

f6866099 Location:

Summary Statistics: Valid 2412.0; Mean 3.8735489220563846; Max. 5.0; Min. 1.0; StDev 0.8044959782523042;

Variable Format: numeric

Notes: UNF:6:KdD6joUNZFto0E0bk/QyLQ==

Financial pay

f6866099 Location:

Summary Statistics: StDev 0.6547850721605595; Mean 4.099461251554082; Min. 1.0; Max. 5.0; Valid 2413.0;

Variable Format: numeric

Notes: UNF:6:CXYTHCiPGXFRm4eClKGzLw==

Managerial activities

f6866099 Location:

Summary Statistics: Valid 2409.0; StDev 1.1335444523113396; Mean 3.0572851805728516; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:VxqpdgSaZx2eLpa/ixPhYQ==

Commercialization activities

f6866099 Location:

Summary Statistics: Max. 5.0; Valid 2410.0; Min. 1.0; Mean 3.7016597510373446; StDev 0.9936480206573951;

Variable Format: numeric

Notes: UNF:6:xxsHQHIrsk2N5AboKcB5YA==

FOREIGN PHD

f6866099 Location:

Summary Statistics: StDev 0.46213661786966087; Max. 1.0; Min. 0.0; Valid 2415.0; Mean 0.30890269151138733

Variable Format: numeric

Notes: UNF:6:SA1JPAMgWtyQWWTUxb8iOA==

male

f6866099 Location:

Summary Statistics: StDev 0.4604018444423065; Min. 0.0; Mean 0.6952380952380949; Max. 1.0; Valid 2415.0

Variable Format: numeric

Notes: UNF:6:1KR0CW6HcDmHdyaADVRHwg==

married

f6866099 Location:

Summary Statistics: Max. 1.0; StDev 0.49251900717251595; Mean 0.4132505175983437; Min. 0.0; Valid 2415.0;

Variable Format: numeric

Notes: UNF:6:TBPdCuPMsiTel2TpC/7JGg==

pre_children

f6866099 Location:

Summary Statistics: Valid 2415.0; Min. 0.0; Max. 1.0; StDev 0.33037603664408577; Mean 0.12463768115942028

Variable Format: numeric

Notes: UNF:6:5P51Ly0V6kREZjPuWGxPAw==

pre_postdoc

f6866099 Location:

Summary Statistics: Min. 0.0; Valid 2413.0; Max. 1.0; Mean 0.27476170741815176; StDev 0.44648664783201114;

Variable Format: numeric

Notes: UNF:6:E4HkWgF1JfoLwiYps4s3FQ==

ln_vc_funding

f6866099 Location:

Summary Statistics: Min. 1.4870439767837524; Max. 2.6527490615844727; Mean 2.1370392905999416; StDev 0.356778939214505; Valid 2415.0;

Variable Format: numeric

Notes: UNF:6:dRvujS409t5Gxwyius1bQQ==

gdp_rate

f6866099 Location:

Summary Statistics: Max. 1.6779999732971191; Mean 1.3195496156483877; Valid 2409.0; StDev 0.39123647632370573; Min. 0.7440000176429749

Variable Format: numeric

Notes: UNF:6:Bn9z7CNN3YAbFWysQATEtw==

equity_stock

f6866099 Location:

Summary Statistics: Max. 1.0; StDev 0.4984608485220196; Valid 1541.0; Mean 0.45879299156392045; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:jYMGprqVTYkFsIlhDBAiIQ==

field

f6866099 Location:

Summary Statistics: Min. 1.0; Max. 15.0; StDev 4.2646615552506315; Mean 9.351138716356111; Valid 2415.0

Variable Format: numeric

Notes: UNF:6:0aUNUOUp89oNNKZr1Ahcdw==

university

f6866099 Location:

Summary Statistics: Max. 63.0; Mean 27.284472049689725; Min. 11.0; Valid 2415.0; StDev 12.523673815686044;

Variable Format: numeric

Notes: UNF:6:D9f22VHwVGjpvpyUI+9GuQ==

table3

f6866099 Location:

Summary Statistics: Min. 1.0; Max. 1.0; Valid 2402.0; Mean 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:0Asy1n7EDqg1FfG1KutOBA==

Other Study-Related Materials

Label:

RoachSauermann_MS23.do

Text:

Stata code to replicate main results

Notes:

application/x-stata-syntax