Harvard University Survey Data Using SPSS Quantitative Analysis

I am comparing a job satisfaction survey tool and a leadership questionnaire. One has Yes, No, Uncertain answers and the other one is a 5 point Likert scale. Should I code the dichotomous data as 0,1,2 and then use ANOVA test or would there be a better test for this? Also, I have demographic multiple choice information in the survey, as well. My goal is to look for relationships/correlations in the data. I am wondering if coding the data and running a Pearson’s is the correct method or if it would be incorrect. I have attached my dataset.

Remote work and job satisfactio
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submitdate lastpage
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163.123.221.88
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69.148.171.60
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104.185.6.178
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163.123.222.7
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63.75.244.0
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96.57.65.98
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208.203.212.104
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108.237.1.31
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66.31.53.90
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45.61.146.199
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73.38.192.171
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108.54.150.242
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68.134.57.131
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52.128.220.213
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163.123.221.136
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104.175.136.65
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66.189.13.80
2021-08-27 22:20:42
2021-08-27 22:35:19
66.41.40.149
2021-08-27 22:30:55
2021-08-27 22:39:14
98.113.205.24
2021-08-27 22:32:23
2021-08-27 22:40:33
212.162.150.4
2021-08-27 22:33:52
2021-08-27 22:39:55
208.221.47.124
2021-08-27 22:42:11
2021-08-27 22:49:25
71.183.92.172
2021-08-27 22:42:15
2021-08-27 22:48:19
208.221.44.147
2021-08-27 22:56:44
2021-08-27 23:06:42
72.17.6.2
2021-08-27 23:03:14
2021-08-27 23:11:54
45.33.156.81
2021-08-27 23:12:08
2021-08-27 23:17:35
100.15.43.163
2021-08-27 23:16:33
2021-08-27 23:23:25
50.228.255.211
2021-09-08 18:25:05
2021-09-08 18:30:24
63.75.241.45
2021-09-08 18:25:56
2021-09-08 18:33:27
24.240.71.71
2021-09-08 18:26:06
2021-09-08 18:34:05
96.40.113.191
2021-09-08 18:26:33
2021-09-08 18:30:33
163.123.220.136
2021-09-08 18:26:37
2021-09-08 18:34:10
193.8.172.18
2021-09-08 18:28:39
2021-09-08 18:35:13
71.194.212.51
2021-09-08 18:30:40
2021-09-08 18:37:18
151.203.10.21
2021-09-08 18:31:00
2021-09-08 18:33:25
163.123.221.86
2021-09-08 18:34:20
2021-09-08 18:41:24
216.250.249.217
2021-09-08 18:35:06
2021-09-08 18:43:02
208.195.25.108
2021-09-08 18:35:23
2021-09-08 18:42:46
71.254.204.156
2021-09-08 18:36:25
2021-09-08 18:41:19
104.224.29.135
2021-09-08 18:36:36
2021-09-08 18:47:59
63.75.240.172
2021-09-08 18:36:38
2021-09-08 18:41:24
108.46.238.173
2021-09-08 18:37:38
2021-09-08 18:44:17
67.186.244.255
2021-09-08 18:37:59
2021-09-08 18:45:25
216.250.248.249
2021-09-08 18:38:13
2021-09-08 18:43:42
71.60.112.107
2021-09-08 18:38:37
2021-09-08 18:45:36
8.46.120.242
2021-09-08 18:38:40
2021-09-08 18:47:17
68.198.162.26
2021-09-08 18:41:46
2021-09-08 18:56:43
73.109.190.25
2021-09-08 18:42:19
2021-09-08 18:48:36
108.46.246.16
2021-09-08 18:44:48
2021-09-08 18:53:46
163.123.222.9
2021-09-08 18:44:49
2021-09-08 18:54:11
154.13.49.104
2021-09-08 18:45:41
2021-09-08 18:53:36
198.14.27.67
2021-09-08 18:46:07
2021-09-08 18:50:31
27.57.2.1
2021-09-08 18:48:25
2021-09-08 18:58:37
216.250.251.197
2021-09-08 18:49:46
2021-09-08 18:58:03
71.136.184.192
2021-09-08 18:51:23
2021-09-08 19:48:46
194.49.69.196
2021-09-08 18:51:28
2021-09-08 18:54:50
27.57.2.1
2021-09-08 18:51:58
2021-09-08 19:01:36
163.123.221.217
2021-09-08 18:52:00
2021-09-08 18:55:48
141.126.241.149
2021-09-08 18:52:53
2021-09-08 19:12:48
73.183.196.121
2021-09-08 18:55:09
2021-09-08 19:04:10
71.190.142.200
2021-09-08 18:57:00
2021-09-08 19:04:47
208.195.20.124
2021-09-08 18:58:10
2021-09-08 19:04:45
69.68.65.175
2021-09-08 19:00:54
2021-09-08 19:25:50
63.75.241.68
2021-09-08 19:02:28
2021-09-08 19:11:36
63.75.241.155
2021-09-08 19:03:52
2021-09-08 19:11:53
96.250.107.38
2021-09-08 19:05:28
2021-09-08 19:11:03
96.230.2.35
2021-09-08 19:07:06
2021-09-08 19:12:07
65.188.193.76
2021-09-08 19:07:46
2021-09-08 19:15:15
63.75.240.12
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68.175.143.245
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147.124.215.166
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71.179.92.142
2021-09-08 19:35:23
2021-09-08 19:42:58
144.172.114.149
2021-09-08 19:58:09
2021-09-08 20:09:44
63.75.241.185
2021-09-08 20:00:47
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69.181.246.21
2021-09-13 03:52:36
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72.22.39.149
2021-09-13 03:52:37
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63.75.241.31
2021-09-13 03:53:01
2021-09-13 04:06:02
35.137.59.85
2021-09-13 03:53:12
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23.177.176.7
2021-09-13 03:53:14
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163.123.222.55
2021-09-13 03:53:17
2021-09-13 03:57:28
63.75.245.222
2021-09-13 03:54:13
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76.250.217.35
2021-09-13 03:54:28
2021-09-13 04:12:49
198.14.25.29
2021-09-13 03:55:18
2021-09-13 04:05:48
63.75.244.163
2021-09-13 03:55:30
2021-09-13 04:05:57
54.86.0.42
2021-09-13 03:56:43
2021-09-13 03:59:43
163.123.222.206
2021-09-13 03:57:21
2021-09-13 04:13:58
154.22.57.138
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163.123.222.63
2021-09-13 03:57:52
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45.61.151.27
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63.160.143.226
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154.13.49.46
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63.75.242.3
2021-09-13 04:00:46
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163.123.221.104
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163.123.222.48
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73.189.185.155
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147.219.218.223
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154.22.57.175
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67.190.56.186
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66.30.108.114
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154.22.56.159
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154.13.49.251
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170.81.55.225
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12.198.49.36
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67.175.241.249
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154.22.57.125
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154.22.57.229
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63.160.142.49
2021-09-13 04:06:45
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154.22.57.152
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162.221.219.28
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63.75.244.233
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68.52.212.180
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154.22.57.180
2021-09-13 04:08:26
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154.22.57.241
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63.75.246.29
2021-09-13 04:12:56
2021-09-13 04:21:47
216.250.251.212
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52.91.237.176
2021-09-13 04:13:31
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154.22.57.177
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2021-09-13 04:22:19
65.215.70.81
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2021-09-13 04:19:27
79.110.180.209
2021-09-13 04:15:05
2021-09-13 04:22:30
63.75.244.36
2021-09-13 04:16:29
2021-09-13 04:22:49
154.22.58.57
Remote work and job satisfactio
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154.13.57.128
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207.228.61.15
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154.22.57.190
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102.129.198.137
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154.13.58.20
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73.175.0.76
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71.228.237.64
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154.13.48.81
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174.110.240.220
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196.17.67.204
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76.219.107.229
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107.161.115.15
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208.203.208.97
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198.14.16.158
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208.203.223.185
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202.182.64.62
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198.14.29.165
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108.232.59.94
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216.250.248.242
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67.172.249.152
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107.190.157.245
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207.230.116.162
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216.250.249.195
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70.120.63.79
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68.12.75.212
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2021-12-01 03:31:11
185.186.60.171
2021-12-01 03:31:07
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174.134.34.162
refurl
IC1_SQ001 IC1_SQ002
32.157.108
test
test
https://www.mturkcontent.com/
Karen Griffin 08/23/2021
https://www.mturkcontent.com/
Tersa
08/23/2021
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MT
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A.KIRTUTHIKA
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man
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PCR
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Theres D
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08/25/2021
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Reena Kalia 08/25/2021
Remote work and job satisfactio
IC1_SQ003 IC1_SQ004 IC2
Q00
Q01
test
test
Yes, I agree fortest
the researchers to contact me for future res
ksmith192@verizon.net
AA4O2W236E3FW
Yes, I agree forPrefer
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h
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August 25, 2021
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h
32.157.108
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AB42ZKV05YAUD
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Jill Young,
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the
MA,
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GUSTAVO RIBEIRO
08/26/2021
john stewart 8/27/2021
13.205.24
JANET LEUNG
08/27/2021
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09.09.21
Remote work and job satisfactio
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josepadil1969@mail.com
A1QH161Y4FKMFB
Yes, I agree forPrefer
the researchers
not to answer
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to remotely
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fullfor
time,
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no
goober_sewart@yahoo.com
A1Q0G8JA5EZ8EI
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not to answer
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to part
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timeme
outside
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of the
res
h
JocelynTomvA@yahoo.com
A35LWWZHYTBJES
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no
ding.keyue@gmail.com
A3V2XCDF45VN9X
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from
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res
ja_lb562@yahoo.com
A26M997VYVK0E6
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no
KENDRAMCNEILL1990@outlook.com
A10IHUFXXNLY3X
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the researchers
man
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to remotely
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res
lphkrh@gmail.com
A297QZZZDYQ9H7
Yes, I agree forManufacturingWork
the researchers to remotely
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time,
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no
hereugobills@gmail.com
A3HNEYFOIJWPH1
Yes, I agree forPolar
the researchers
Heating and
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to
Cooling
remotely
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part
fortime,
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n
samantha77cosos@mail.com
A31W4L68VFHMED
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theHartford
researchers
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to remotely
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n
DAVIDDARROW1967@outlook.com
A1VX5ZKAT3S8YP
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no
ABELIO11@GMAIL.COM
A1GCPUVJUJ27HT
Yes, I agree forPREFER
the researchers
NOTWork
TOtoANSWER
remotely
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time,
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no
HarmonSikkila@mail.com
A1NKTU7MLG100E
Yes, I agree for the researchers
Work
to remotely
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forhome
futureon
res
tos@violation.com
A49A0FF6ZXYDU
No, I do not agree
Prefer
fornot
thetoresearchers
answer
Work remotely
to contact
from me
home
for on
futu
kgfbhw@gmail.com
A2XTZPSPVEWTP7
Yes, I agree forImpiger
the researchers
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to remotely
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time
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, butres
n
t1234@gmail.com
A1AAYAZTV556DV
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the entry
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to remotely
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time,
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no
AMYRAFFAELE@mail.com
A2D547XARF5LZH
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America
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to part
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outside
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InglishEToledos@outlook.com
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res
NA
A3VKGZU7X8CIMC
Yes, I agree forINFORMATION
the researchers
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ITtoFINANCE
remotely
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fullfor
time,
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no
janedoe@gmail.com
A1PBRKFHSF1OF8
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to remotely
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time
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, butres
n
kierastein8@gmail.com
A2IMGMVY8TRJE4
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the researchers
technology
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to remotely
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from
forhome
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res
fadnanya@gmail.com
A1F2APQMJSQVFK
Yes, I agree forPrefer
the researchers
not to Work
to remotely
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from
forhome
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res
youngj@fit.eduA1TJ5MA1SA2FR8
Yes, I agree forprefer
the researchers
not to answer
Work
to remotely
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fullfor
time,
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no
eileen742gwnv@mail.com
A10VIY1O6QV53J
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carlosroberts212@gmail.com
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to remotely
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res
DanielHeaton2@mail.com
A3TTV3QAC5G9CT
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the researchers
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to remotely
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time,
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no
masha72@gmail.com
AKDW4KVJTZZU8
Yes, I agree forAmazon
the researchers
worker.
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to remotely
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from
forhome
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res
janice07pwr@gmx.com
A3JCVQ3RXFYGQD
Yes, I agree forPrefer
the researchers
not to Work
to remotely
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fullfor
time
future
, butres
n
N/A
A180HYVWTCZV4K
Prefer not to answer
Work remotely from home on
kettell639hebc@mail.com
A3E9ARU0EYML1Z
Yes, I agree forprefer
the researchers
not to answer
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to remotely
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from
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res
ivanpetrov221144@gmail.com
A1SMVF4MXT0RIH
Yes, I agree forTCS
the researchers
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robert692cjxb@mail.com
A1EERV9UUKHFYD
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CARLOSRODRIGUEZ9095@outlook.com
AB10SA0BZFJFU
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the researchers
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to remotely
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res
TIMOTHYOWENS@mail.com
A3JSME1MX3V1C8
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the researchers
Technology
Work
to remotely
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res
tunpson54@outlook.com
A6P8LMINWSGM3
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the researchers
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to remotely
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, butres
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UDELINE146@mail.com
A3JVCCJEONZRN9
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to remotely
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fullfor
time
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, butres
n
pablo.olayo.garcia@inbox.lv
A134UKUZ5CZ5XP
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the researchers
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to remotely
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from
forhome
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res
pedromedina19861@gmail.com
A35DEXUQBSKQWF
Yes, I agree forPREFER
the researchers
NOTWork
TOtoANSWER
remotely
contact me
from
forhome
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res
gluvna@yandex.com
A174S1ZVVTSR58
Yes, I agree forPrefer
the researchers
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to remotely
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res
Hubert.LB24@outlook.com
A23FAX3QJQOSAE
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the analyzer
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to remotely
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no
bobko726fwnc@mail.com
A21W2R98PMKBBY
Yes, I agree forgood
the researchers
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res
kristin897733@mail.com
AJI2GYHZWX4EF
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the researchers
not to answer.
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to remotely
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time,
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no
lauren120kerker@mail.com
A20R7MNMEL9Y2L
Yes, I agree forINFORMATION
the researchers
Work
TECHNOLOGY.
to remotely
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from
forhome
futureon
res
d1234@gmail.com
A2FPYMB42GOVRP
Yes, I agree fordata
the entry
researchers
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to remotely
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time
future
, butres
n
Page 8
Remote work and job satisfactio
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barry
09/08/2021 none.
AX29TD2LGX07M
Yes, I agree forblood
the researchers
donationWork
organization
to remotely
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fullfor
time,
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no
https://www.mturkcontent.com/
shelly
08-09-2021 shelly@outlook.com
A12RN5YW7YBV5Z
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the researchers
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res
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paige
09/08/2021 paige07amar@mail.com
A2JJARU9G8YO1P
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the researchers
Technology
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to remotely
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time,
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no
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nicoleder.
08/09/2021 nicoleder16013@outlook.com
A2YXZFRL55JANI
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the researchers
to answer.
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to remotely
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from
forhome
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res
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Brooker
09.09.21
bro1234@gmail.com
A23D5K4YQYCHM6
Yes, I agree fordata
the entry
researchers
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to remotely
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fullfor
time,
future
but res
no
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john
08
john@yahoo.com
A14ERH32P8ZRXX
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the researchers
to
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to remotely
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from
forhome
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res
https://www.mturkcontent.com/
jeniffer
09/12/2021 youngj@fit.eduA3BAYJ9F1Q8P6P
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the researchers
not to answer”
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to remotely
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res
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Derek Harris 09/13/2021 ClaireWhitehYoi@yahoo.com
A1E0BH4ERXSIGJ
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the researchers
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no
https://www.mturkcontent.com/
A198MSVO1VTAT5
09/12/2021 A198MSVO1VTAT5
A198MSVO1VTAT5
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the researchers
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fortime,
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KRISTINA
09/12/2021 KRISTINAROWLEY1988@outlook.com
A1XT3EQZ74OLC1
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the researchers
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DEANN COLLIER
09/13/2021 DEANNCOLLIER1968@outlook.com
A1C8MQ6ZQEXSL5
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the companyWork
researchers to remotely
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fullfor
time,
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but res
no
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dt
09/12/2021 david87@gmail.com
A8H3TDQ3213KV
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the researchers
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to remotely
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, butres
n
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Ashley Gatteri09/12/2021 fklove1077@gmail.com
A22HIX1M4QXZBB
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the researchers
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chris
12/9/21
anthonycolemansd@outlook.com
A1PFZ6A630NKS4
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the researchers
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joshua
09/12/2021 joshua@outlook.com
ALJVCLXTMKLE2
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Scott Alan Hanson
12/09/2021 scottalanhansonca@outlook.com
A1ZSQK9HIW1BSD
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SECONDA LITTLETON
09/12/2021 SECONDALITTLETON1971@outlook.com
A7QYYKPDK5YM4
Yes, I agree forINFROMATION
the researchers
W ork
to remotely
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time,
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no
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natasha
9/12/2021
natashag@gmail.com
AX2AZCJD0VZS
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the researchers
not to answer
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to remotely
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from
forhome
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res
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branide
12/09/2021 BRANDIEMOUNCE1975@outlook.com
A29SSN036MJ0BM
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the researchers
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no
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Carolyn S
9/12/2021
MichaeEven@outlook.com
ABKLMJGO1MWE1
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the researchers
Industries
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to remotely
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no
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JOHN
09/13/2021 kavi240632@gmail.com
A1COL5PK8JJX47
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thecorp
researchers
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to remotely
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from
forhome
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res
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Judith
09/12/2021 benjaminluckey450@yahoo.com
A30HVALHH0LLVA
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the researchers
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to remotely
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no
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Matthew S Delk
09/12/2021 WilliamKellyvwYa@yahoo.com
A123R7AGMJMYT7
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the researchers
technology
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DANIELLE OLIVER
09/12/2021 DANIELLEOLIVER1973@outlook.com
AOCKR0R2CEORY
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orin
09/12/2021 ORINSHAW1973@outlook.com
A1U2LS9YUTV08T
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the researchers
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no
89.185.155
KP
09/12/2021 jpmota@yahoo.com
A1YSYI926BBOHW
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the researchers
not to answer
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to remotely
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, butres
n
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RB
9/12/21
axlor852@gmail.com
A1DD22MXYY0AWP
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the researchers
not to answer
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to remotely
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time
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, butres
n
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REGINA
09/12/2021 REGINA@GMAIL.COM
ACUPTVGRYTWCV
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the researchers
not to answer
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to part
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timeme
outside
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of the
res
h
https://www.mturkcontent.com/
M
09/12/2021 she.e.rasom.an@gmail.com
A3HG1IN2Q21HXL
Yes, I agree forPrefer
the researchers
not to Work
to remotely
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fullfor
time
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, butres
n
https://www.mturkcontent.com/
Sakthidasan Subramanian
09/12/2021 s.sakthidasan@gmail.com
A3TPW4JUUJDUFI
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the researchers
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hf
09/12/2021 heathefr4@gmail.com
A3H7WFRISBGM1K
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the researchers
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to remotely
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no
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BRANDI NICOLE
13/09/2021
PLEMING Naranenebay@yahoo.com
A3T7Y10HHQ1VLL
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the researchers
not to answer
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to remotely
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CAITILIN G 12/09/2021 bustamante.pam@yahoo.com
A1DPXN0D3M32S1
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the researchers
not to answer
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to remotely
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from
forhome
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res
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dolllie
9/13/2021
dollie@gmail.com
A203PCDP2FZ9HS
Yes, I agree forI am
the worked
researchers
inWork
wallmart
to remotely
contact
organization
me
from
forhome
future
at the
on
res
s
https://www.mturkcontent.com/
MARK
09/12/02021 SIMPLE@GMAIL.COM
A2YIQA17HQQMM
Yes, I agree forPREFER
the researchers
NOTWork
TOtoANSWER
remotely
contact me
from
forhome
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res
https://www.mturkcontent.com/
Sigfori
9/12/2021
sigfori@gmail.com
A25WN4JQGVX63P
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the researchers
not to answer
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to remotely
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no
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jessica
9/12/2021
jecissa12@gmail.com
A3W3DXFQN71Q3O
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the researchers
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to remotely
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res
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ROSE
09/13/2021 kavi240632@gmail.com
A2KHDMI1LS1KMX
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the researchers
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res
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SHAWN
09/12/2021 SHAWN@GMAIL.COM
A3J95VASKLUO33
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the researchers
not to answer
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to remotely
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from
forhome
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res
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ACXP8KHFX06KR
09/12/2021 N/A
ACXP8KHFX06KR
No, I do not agree
prefer
fornot
thetoresearchers
answer
Work remotely
to contact
full time,
me for
butfutu
no
https://www.mturkcontent.com/
kc
09/12/2021 kenchsc@gmail.com
A1DXKXWTAHA93N
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the researchers
not to answer
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to remotely
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no
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A3388HIWAKD3DV
9/12/2021
jaymanttr92@gmail.com
A3388HIWAKD3DV
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the researchers
not to answer
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to remotely
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, butres
n
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RENE
9/12/2021
reneg@gmail.com
A14277LMTKH4WM
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the researchers
not to answer
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to remotely
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no
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jody martin 9/12/2021
jodymartin14@gmail.com
A1MQ5WD22Y74MM
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the researchers
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no
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rena
09/12/2021 constancerena@outlook.com
A3FRNCPI8PVY4L
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the researchers
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to remotely
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, butres
n
250.251.212
willie
09/12/2021 willie13@gmail.com
A2UC3CDVQNVPQ8
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the researchers
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to remotely
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, butres
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Brenda
09/12/2021 brendaariveraa@hotmail.com
A33M978AIQJHMY
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no
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mark forstrom 9/13/2021
markforstrom10@gmail.com
A2SOKI4FZ78ADQ
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the researchers
not to answer
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to remotely
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no
https://www.mturkcontent.com/
Natalie
09/12/2021 natalie@yahoo.com
A3BO3HMV0F7Q5H
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the researchers to remotely
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from
forhome
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res
https://www.mturkcontent.com/
Maria Mendez09/12/2021 mariadimas6401@outlook.com
A2MMLH22OB83RG
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the researchers
Industries
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no
https://www.mturkcontent.com/
Roj
09/12/2021 none
A2VVZQ63PVS0UU
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the researchers
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to remotely
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no
https://www.mturkcontent.com/
carrie
13.9.21
carrie1972@gmail.com
AAH3LE5A8HVBE
Yes, I agree forwalmart
the researchers
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to remotely
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no
Page 9
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CHRISTI
9/12/2021
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dorothy
09/12/2021
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tanya
9/12/2021
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niji
9/12/2021
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Brenda
11/30/2021
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Marc Curry 11/30/2021
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Steven K Roark
11/30/2021
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BARRABA
11/30/2021
110.240.220
MDJ
11/30/21
https://www.mturkcontent.com/
euvon
12/1/2021
https://www.mturkcontent.com/
David Hetfield 11/30/2021
https://www.mturkcontent.com/
Kelly M Warwick
11/30/2021
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white
30/11/2021
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sandy
11/30/2021
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Mohamed
11/30/2021
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Elia Escaname11-30-2021
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Nicole
11/30/2021
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BILL HUNT 30/11/21
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NA
11/30/2021
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A1QUQ0TV9KVD4C
11/30/2021
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paula mickel nov 30 2021
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MARIE
30-11-2021
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John
11/30/2021
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Page 10
Remote work and job satisfactio
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Male
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25-30 years old
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usa
Bachelor Degree
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31-35 years old
Married
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yes
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male
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35-40 years old
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35-40 years old
Married but separated
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35-40 years old
Married
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25-30 years old
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Page 11
Remote work and job satisfactio
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Page 12
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Page 13
Remote work and job satisfactio
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25-30 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
25-30 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
56-60 years old
Married
Asian or Pacific Islander
31-35 years old
Married
Asian or Pacific Islander
31-35 years old
Married
White of Caucasian
31-35 years old
Married
Biracial or Multiracial
35-40 years old
Married
White of Caucasian
31-35 years old
Single
White of Caucasian
25-30 years old
Domestic partnership
White of Caucasian
21-25 years old
Married
Hispanic or Latino
31-35 years old
Married but separated
White of Caucasian
25-30 years old
Married
Other
Native American
35-40 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
46-50 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
25-30 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
25-30 years old
Married
White of Caucasian
25-30 years old
Single
White of Caucasian
25-30 years old
Married
Asian or Pacific Islander
25-30 years old
Rather not say
White of Caucasian
25-30 years old
Married
White of Caucasian
25-30 years old
Married but separated
White of Caucasian
51-55 years old
Married
White of Caucasian
56-60 years old
Married
Hispanic or Latino
31-35 years old
Married but separated
White of Caucasian
25-30 years old
Married
White of Caucasian
25-30 years old
Married
White of Caucasian
25-30 years old
Married
White of Caucasian
31-35 years old
Married
White of Caucasian
25-30 years old
Married but separated
Page 14
Remote work and job satisfactio
FL
FL
Doctoral Degree
MALE
White of Caucasian
NEW YORK NEW YORK Master’s Degree
MALE
White of Caucasian
CA
CA
Bachelor Degree
MALE
White of Caucasian
Florida
Florida
Master’s Degree
female
White of Caucasian
FL
FL
Bachelor Degree
FEMALE
White of Caucasian
Pa
Pa
Associate Degree
male
White of Caucasian
Tennessee Tennessee Master’s Degree
Male
Black or African American
CA
CA
Bachelor Degree
FEMALE
White of Caucasian
NC
NC
Bachelor Degree
Male
Black or African American
California
California
Bachelor Degree
Male
White of Caucasian
Minnesota
Minnesota
Bachelor Degree
Male
White of Caucasian
Wisconsin
Wisconsin
Bachelor Degree
FEMALE
White of Caucasian
texas
texas
Master’s Degree
male
White of Caucasian
california
manager
Master’s Degree
male
White of Caucasian
Connecticut Indiana
Bachelor Degree
Male
White of Caucasian
remotely full time, but not always fromMaster’s
home on
Degree
a temporary basisWhite of Caucasian
arkansas
manager
Master’s Degree
male
White of Caucasian
GOOD
GOOD
Bachelor Degree
MALE
White of Caucasian
TEXAS
TEXAS
Bachelor Degree
MALE
White of Caucasian
UT
Ut
Bachelor Degree
female
White of Caucasian
sc
sc
Associate Degree
female
White of Caucasian
NC
NC
Master’s Degree
Female
White of Caucasian
Texas
Texas
Master’s Degree
Male
White of Caucasian
texas
texas
Bachelor Degree
male
Hispanic or Latino
OK
OK
Master’s Degree
female
White of Caucasian
CA
CA
Bachelor Degree
Female
White of Caucasian
California
California
Bachelor Degree
Female
White of Caucasian
Page 15
25-30 years old
Single
31-35 years old
Married
25-30 years old
Married but separated
21-25 years old
Married
51-55 years old
Married
51-55 years old
Married
41-45 years old
Married
25-30 years old
Married but separated
46-50 years old
Married
56-60 years old
Married
31-35 years old
Married
25-30 years old
Married but separated
31-35 years old
Married
25-30 years old
Married but separated
25-30 years old
Married
35-40 years old
Married
25-30 years old
Married but separated
41-45 years old
Married
25-30 years old
Married
35-40 years old
Single
61-65 years old
Single
61-65 years old
Married but separated
35-40 years old
Married
35-40 years old
Married
31-35 years old
Married
51-55 years old
Married
31-35 years old
Single
Remote work and job satisfactio
Q12
Q13
4
4
5 5 or more
2
4
4
4
2
5
5
6
2
3
1
1
2
4
1
3
4
2
4
5
3
4
1
4
3
4
4
5
2
3
4
5
4
4
4
3
3
1
4
4
4
5
1
4
2
2
2
3
Q10
Q11
Q16
Q15
3 $50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
1 $50,001-$100,000
Working part-time, over 201hours
11-15a years
week
$100,001-$200,000
Working full-time, 40 hours1a16-20
week years
1 $50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
2 $50,001-$100,000
Working part-time, under 20
1 4hours
6 years
a week
2 $100,001-$200,000
Working part-time, under 20
2 4hours
6 years
a week
1 $50,001-$100,000
Working full-time, 40 hours1a11-15
week years
1 $100,001-$200,000
Working full-time, over 40 hours
1 1- 3 ayears
week
1 More than $200,000
Working full-time, 40 hours1a1-week
3 years
1 $50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
2 $25,001-$50,000
Working full-time, 40 hours1a7week
-10 years
1 $50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
1 $25,001-$50,000
Working part-time, over 201hours
4- 6 years
a week
1 Prefer not to say
Working full-time, 40 hours1a16-20
week years
1 $25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
1 $25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
2 $50,001-$100,000
Working full-time, over 40 hours
1 7 -10a years
week
1 $100,001-$200,000
Working part-time, under 20
1 4hours
6 years
a week
2 $25,001-$50,000
Working full-time, 40 hours1a7week
-10 years
1 $100,001-$200,000
Working full-time, 40 hours1a11-15
week years
1 $50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
2 $50,001-$100,000
Working full-time, over 40 hours
2 4- 6 ayears
week
1 $50,001-$100,000
Working full-time, 40 hours2a1-week
3 years
1 $25,001-$50,000
Working full-time, 40 hours1a4-week
6 years
1 $25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
1 $100,001-$200,000
Working full-time, over 40 hours
1 7 -10a years
week
1 $25,001-$50,000
Working full-time, over 40 hours
1 4- 6 ayears
week
1 $50,001-$100,000
Working full-time, over 40 hours
1 20+ ayears
week
2 $25,001-$50,000
Working full-time, over 40 hours
1 11-15
a week
years
1 $50,001-$100,000
Working full-time, 40 hours1a16-20
week years
3 $100,001-$200,000
Working full-time, over 40 hours
2 7 -10a years
week
1 $50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
1 $50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
2 $50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
1 $25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
2 $50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
2 $50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
1 $100,001-$200,000
Working full-time, 40 hours1a1-week
3 years
2 $100,001-$200,000
Working full-time, 40 hours1a7week
-10 years
1 $100,001-$200,000
Working full-time, over 40 hours
1 1- 3 ayears
week
4 $50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
3 $25,001-$50,000
Working full-time, 40 hours2a7week
-10 years
2 $25,001-$50,000
Working full-time, 40 hours1a4-week
6 years
2 Less than $25,000
Working full-time, 40 hours1a4-week
6 years
2 $25,001-$50,000
Working part-time, over 202hours
4- 6 years
a week
2 $50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
2 $50,001-$100,000
Working full-time, 40 hours2a4-week
6 years
1 $50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
1 Less than $25,000
Working full-time, 40 hours1a7week
-10 years
1 $50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
1 $50,001-$100,000
Working full-time, over 40 hours
1 1- 3 ayears
week
Page 16
Q14
JA1_SQ001
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
No technical and profession
Early career; with
Yesbasic skills development; w
Entry-level; learning
Yes technical and profession
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Early career; with
Uncertain
basic skills development; w
Seasoned Professional;
No
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
No technical and profession
Seasoned Professional;
Yes
with a variety of tech
Expert; has broad
Yes influence and experience w
Advanced; very
Yes
senior; can solve most probl
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Early career; with
Uncertain
basic skills development; w
Seasoned Professional;
Yes
with a variety of tech
Expert; has broad
Uncertain
influence and experience w
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Advanced; very
Yes
senior; can solve most probl
Entry-level; learning
No technical and profession
Advanced; very
Uncertain
senior; can solve most probl
Seasoned Professional;
Uncertain with a variety of tech
Advanced; very
No
senior; can solve most probl
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Advanced; very
Uncertain
senior; can solve most probl
Early career; with
Yesbasic skills development; w
Early career; with
Uncertain
basic skills development; w
Entry-level; learning
Uncertain
technical and profession
Entry-level; learning
Yes technical and profession
Early career; with
Yesbasic skills development; w
Expert; has broad
Uncertain
influence and experience w
Early career; with
Yesbasic skills development; w
Advanced; very
Yes
senior; can solve most probl
Entry-level; learning
Yes technical and profession
Early career; with
Yesbasic skills development; w
Seasoned Professional;
No
with a variety of tech
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Advanced; very
Yes
senior; can solve most probl
Remote work and job satisfactio
2
3
4
2
5
4
3
5
5
2
3
5
4
5
4
3
2
2
4
3
2
4
4
4
2
2
3
3
4
5
4
4
2
4
4
3
2
5
2
1
2
3
3
4
4
3
3
4
3
2
2
3
1
1
2
1
2
1
1
2
2
1
1
3
2
2
2
1
2
1
2
2
1
1
2
2
1
2
1
1
2
3
3
2
1
1
2
1
1
1
1
1
1
1
2
2
2
2
1
1
1
1
2
3
$50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
$50,001-$100,000
Working part-time, over 202hours
7 -10ayears
week
$50,001-$100,000
Working full-time,
3 or40
more
hours a4-week
6 years
$50,001-$100,000
Working part-time, under 20
1 4hours
6 years
a week
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, over 40 hours
1 16-20
a week
years
$25,001-$50,000
Working full-time, over 40 hours
2 4- 6 ayears
week
Less than $25,000
Working full-time, 40 hours1a7week
-10 years
$100,001-$200,000
Working full-time, 40 hours1a16-20
week years
$50,001-$100,000
Working full-time, 40 hours2a4-week
6 years
$100,001-$200,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$25,001-$50,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, 40 hours2a11-15
week years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$25,001-$50,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
$100,001-$200,000
Working full-time, 40 hours1a11-15
week years
$100,001-$200,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
$50,001-$100,000
Working part-time, under 20
2 4hours
6 years
a week
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working part-time, under 20
1 4hours
6 years
a week
$100,001-$200,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, over 40 hours
2 7 -10a years
week
$100,001-$200,000
Working full-time, 40 hours1a11-15
week years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
$25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
$25,001-$50,000
Working part-time, over 201hours
4- 6 years
a week
$25,001-$50,000
Working part-time, over 201hours
4- 6 years
a week
$100,001-$200,000
Working full-time, 40 hours1a11-15
week years
$100,001-$200,000
Working full-time, 40 hours1a11-15
week years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$100,001-$200,000
Working full-time, 40 hours1a4-week
6 years
$25,001-$50,000
Working part-time, over 202hours
1- 3 years
a week
$50,001-$100,000
Working full-time, 40 hours1a20+
week
years
$50,001-$100,000
Working part-time, under 20
1 1hours
3 years
a week
$50,001-$100,000
Working part-time, under 20
1 1hours
3 years
a week
$100,001-$200,000
Working full-time, 40 hours1a7week
-10 years
$100,001-$200,000
Working full-time, 40 hours2a7week
-10 years
$25,001-$50,000
Working full-time, 40 hours1a1-week
3 years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
Less than $25,000
Working full-time, 40 hours1a4-week
6 years
$100,001-$200,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$100,001-$200,000
Working part-time, over 201hours
11-15a years
week
Page 17
Seasoned Professional;
Uncertain with a variety of tech
Entry-level; learning
Yes technical and profession
Seasoned Professional;
No
with a variety of tech
Early career; with
Yesbasic skills development; w
Seasoned Professional;
Yes
with a variety of tech
Early career; with
Yesbasic skills development; w
Expert; has broad
Yes influence and experience w
Early career; with
Uncertain
basic skills development; w
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Uncertain with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Early career; with
Yesbasic skills development; w
Early career; with
Uncertain
basic skills development; w
Advanced; very
Yes
senior; can solve most probl
Early career; with
Yesbasic skills development; w
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Advanced; very
Uncertain
senior; can solve most probl
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Entry-level; learning
Yes technical and profession
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Advanced; very
Yes
senior; can solve most probl
Entry-level; learning
Yes technical and profession
Entry-level; learning
Yes technical and profession
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Early career; with
Uncertain
basic skills development; w
Early career; with
Yesbasic skills development; w
Advanced; very
Yes
senior; can solve most probl
Advanced; very
Yes
senior; can solve most probl
Advanced; very
No
senior; can solve most probl
Advanced; very
Yes
senior; can solve most probl
Entry-level; learning
Yes technical and profession
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Yes
with a variety of tech
Entry-level; learning
Yes technical and profession
Advanced; very
Yes
senior; can solve most probl
Seasoned Professional;
Uncertain with a variety of tech
Seasoned Professional;
No
with a variety of tech
Entry-level; learning
Yes technical and profession
Early career; with
Yesbasic skills development; w
Seasoned Professional;
Uncertain with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Seasoned Professional;
Yes
with a variety of tech
Remote work and job satisfactio
3
2
3
4
4
4
1
2
4
2
2
4
3
3
5
2
3
3
4
3
4
2
2
5
3
4
4
4
4
4
3
3
4
2
4
4
3
3
2
4
3
3
4
4
4
2
4
5
4
3
4
5
1
1
1
1
2
2
3
2
2
1
1
4
1
1
4
1
1
1
3
1
1
1
1
2
4
2
2
2
1
2
1
1
1
1
1
2
1
1
1
3
1
1
1
2
2
1
1
2
2
1
1
2
$50,001-$100,000
Working full-time, over 40 hours
2 4- 6 ayears
week
$25,001-$50,000
Working full-time, over 40 hours
1 1- 3 ayears
week
$50,001-$100,000
Working full-time, over 40 hours
1 1- 3 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
$50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
$100,001-$200,000
Working part-time, over 201hours
11-15a years
week
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$25,001-$50,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
$100,001-$200,000
Working full-time, 40 hours1a16-20
week years
$50,001-$100,000
Working full-time, over 40 hours
1 11-15
a week
years
More than $200,000
Working full-time,
3 or40
more
hours a16-20
week years
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$25,001-$50,000
Working full-time, 40 hours1a11-15
week years
$50,001-$100,000
Working full-time, over 40 hours
2 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours2a7week
-10 years
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$25,001-$50,000
Working full-time, 40 hours1a16-20
week years
Less than $25,000
Working full-time, over 40 hours
1 1- 3 ayears
week
$50,001-$100,000
Working full-time, over 40 hours
1 7 -10a years
week
$50,001-$100,000
Working full-time, 40 hours1a7week
-10 years
$50,001-$100,000
Working full-time, over 40 hours
1 7 -10a years
week
$25,001-$50,000
Working full-time, 40 hours1a7week
-10 years
$25,001-$50,000
Working full-time, 40 hours1a11-15
week years
$50,001-$100,000
Working full-time, 40 hours1a11-15
week years
$25,001-$50,000
Working full-time, 40 hours1a11-15
week years
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working part-time, under 20
1 4hours
6 years
a week
$50,001-$100,000
Working full-time, over 40 hours
1 1- 3 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working full-time, over 40 hours
2 4- 6 ayears
week
$25,001-$50,000
Working full-time, 40 hours1a4-week
6 years
$50,001-$100,000
Working part-time, under 20
2 1hours
3 years
a week
$50,001-$100,000
Working full-time, over 40 hours
1 7 -10a years
week
$50,001-$100,000
Working full-time, 40 hours2a1-week
3 years
$25,001-$50,000
Working part-time, over 201hours
1- 3 years
a week
$50,001-$100,000
Working full-time, over 40 hours
1 4- 6 ayears
week
$25,001-$50,000
Working full-time, over 40 hours
1 1- 3 ayears
week
$50,001-$100,000
Working full-time, 40 hours1a1-week
3 years
Less than $25,000
Working full-time, 40 hours1a7week
-10 years
$100,001-$200,000
Working full-time, 40 hours1a4-week
6 years
$25,001-$50,000
Working full-time, 40 hours1a4-week
6 years
$25,001-$50,000
Working full-time, 40 hou…

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