K äme , Michael e al.
Resea ch Repo
SOEP-IS 2023 - DIPS3_HOURLY: Sma phone sensing on
he hou ly le el (DIPS p ojec )
SOEP Su ey Pape s, No. 1431
P o ided in Coope a ion wi h:
Ge man Ins i u e o Economic Resea ch (DIW Be lin)
Sugges ed Ci a ion: K äme , Michael e al. (2025) : SOEP-IS 2023 - DIPS3_HOURLY: Sma phone
sensing on he hou ly le el (DIPS p ojec ), SOEP Su ey Pape s, No. 1431, Deu sches Ins i u ü
Wi scha s o schung (DIW), Ge man Socio-Economic Panel (SOEP), Be lin
This Ve sion is a ailable a :
h ps://hdl.handle.ne /10419/312143
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1431
2025
Se ies D – Va iable Desc ip ions and Coding
SOEP-IS 2023 – DIPS3_HOURLY: Sma -
phone Sensing on he Hou ly Le el
(DIPS P ojec )
Michael K äme , Vanessa B andes, Ma in Ge ike, Yannick Roos, Ramona Schoedel, Co nelia W zus, and Da id Rich e
Running since 1984, he Ge man Socio-Economic Panel (SOEP) is a wide- anging ep esen a i e lon-
gi udinal s udy o p i a e households, loca ed a he Ge man Ins i u e o Economic Resea ch,
DIW Be lin.
The aim o he SOEP Su ey Pape s Se ies is o ho oughly documen he su ey’s da a collec ion and
da a p ocessing. The SOEP Su ey Pape s is comp ised o he ollowing se ies:
Se ies A – Su ey Ins umen s (E hebungsins umen e)
Se ies B – Su ey Repo s (Me hodenbe ich e)
Se ies C – Da a Documen a ion (Da endokumen a ionen)
Se ies D – Va iable Desc ip ions and Coding
Se ies E – SOEPmoni o s
Se ies F – SOEP Newsle e s
Se ies G – Gene al Issues and Teaching Ma e ials
The SOEP Su ey Pape s a e a ailable a h p://www.diw.de/soepsu eypape s
Edi o s:
D . Jan Goebel, DIW Be lin
D . Ch is ian Hunkle , DIW Be lin
P o . D . Philipp Le sch, DIW Be lin and Humbold -Uni e si ä zu Be lin
D . Le en Neyse, DIW Be lin and Be lin Social Science Cen e (WZB)
P o . D . Ca s en Sch öde , DIW Be lin and F eie Uni e si ä Be lin
P o . D . Sabine Zinn, DIW Be lin and Humbold -Uni e si ä zu Be lin
Please ci e his pape as ollows:
Michael K äme , Vanessa B andes, Ma in Ge ike, Yannick Roos, Ramona Schoedel, Co nelia W zus,
and Da id Rich e , 2025. SOEP-IS 2023 – DIPS3_HOURLY: Sma phone Sensing on he Hou ly Le el
(DIPS P ojec ). SOEP Su ey Pape s 1431: Se ies D – Va iable Desc ip ions and Coding. Be lin: DIW
Be lin/SOEP
This wo k is licensed unde a C ea i e Commons A ibu ion-Sha eAlike 4.0 In e na ional License.
© 2025 by SOEP
ISSN: 2193-5580 (online)
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Moh ens . 58
10117 Be lin
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soeppape [email protected]
The Ge man Socio Economic Panel a DIW Be lin
SOEP-IS 2023 – DIPS3_HOURLY:
Sma phone Sensing on he Hou ly Le el
(DIPS P ojec )
Michael K äme , Vanessa B andes, Ma in Ge ike, Yannick Roos, Ramona Schoedel, Co nelia W zus,
and Da id Rich e
2025
The ile dips3_hou ly is pa o a collec ion, which is eleased wi h doi:10.5684/soep.is.2023.
SOEP Inno a ion Sample (2023) dips3_hou ly
Con en s
1 In oduc ion 4
O e all P ojec Desc ip ion ........................... 4
DIPS3 Da a Collec ion .............................. 4
Hou ly-Le el Da a ................................ 4
Re e ences .................................... 5
2 Iden i ie s 5
pid – Pe son ID ..................................... 5
subsample – Subsample ................................ 6
syea – Su ey Yea ................................... 6
n_days – S udy Day Coun ............................... 6
n_hou – Hou o he day ............................... 7
day – Day o he Week ................................. 7
weekend – Weekend .................................. 7
3 Tex s 7
ex s_ou going_ eq – Numbe o Tex s Sen ..................... 8
ex s_ou going_leng h – Cha ac e Coun o Tex s Sen ............... 8
4 App Usage 8
comm_app_ eq – Communica ion Apps: F equency ................ 9
comm_app_ ime – Communica ion Apps: Du a ion ................ 9
socmed_app_ eq – Social Media Apps: F equency ................. 9
socmed_app_ ime – Social Media Apps: Du a ion .................. 10
audio_app_ eq – Audio En e ainmen Apps: F equency .............. 10
audio_app_ ime – Audio En e ainmen Apps: Du a ion .............. 11
ca ee _app_ eq – Ca ee Apps: F equency ...................... 11
ca ee _app_ ime – Ca ee Apps: Du a ion ...................... 11
c ea e_app_ eq – C ea i i y Apps: F equency .................... 12
c ea e_app_ ime – C ea i i y Apps: Du a ion ..................... 12
da ing_app_ eq – Da ing Apps: F equency ..................... 12
da ing_app_ ime – Da ing Apps: Du a ion ...................... 13
inance_app_ eq – Finance Apps: F equency .................... 13
inance_app_ ime – Finance Apps: Du a ion ..................... 14
ood_app_ eq – Food Apps: F equency ........................ 14
ood_app_ ime – Food Apps: Du a ion ........................ 14
game_app_ eq – Game Apps: F equency ...................... 15
game_app_ ime – Game Apps: Du a ion ....................... 15
heal h_app_ eq – Heal h Apps: F equency ...................... 16
heal h_app_ ime – Heal h Apps: Du a ion ...................... 16
in e ne _app_ eq – In e ne Apps: F equency .................... 16
in e ne _app_ ime – In e ne Apps: Du a ion .................... 17
know_app_ eq – Knowledge Apps: F equency .................... 17
know_app_ ime – Knowledge Apps: Du a ion .................... 18
news_app_ eq – News Apps: F equency ....................... 18
news_app_ ime – News Apps: Du a ion ....................... 18
o ien a _app_ eq – O ien a ion Apps: F equency .................. 19
o ien a _app_ ime – O ien a ion Apps: Du a ion .................. 19
pho o_app_ eq – Pho og aphy Apps: F equency .................. 20
SOEP Su ey Pape s 1431 2
SOEP Inno a ion Sample (2023) dips3_hou ly
pho o_app_ ime – Pho og aphy Apps: Du a ion ................... 20
ead_app_ eq – Reading Apps: F equency ...................... 20
ead_app_ ime – Reading Apps: Du a ion ...................... 21
secu i y_app_ eq – Secu i y Apps: F equency .................... 21
secu i y_app_ ime – Secu i y Apps: Du a ion .................... 21
se ings_app_ eq – Se ings Apps: F equency .................... 22
se ings_app_ ime – Se ings Apps: Du a ion .................... 22
shop_app_ eq – Shopping Apps: F equency ..................... 23
shop_app_ ime – Shopping Apps: Du a ion ..................... 23
spi i _app_ eq – Spi i uali y Apps: F equency .................... 23
spi i _app_ ime – Spi i uali y Apps: Du a ion .................... 24
ime_app_ eq – Time Apps: F equency ....................... 24
ime_app_ ime – Time Apps: Du a ion ........................ 24
ools_app_ eq – Tools Apps: F equency ....................... 25
ools_app_ ime – Tools Apps: Du a ion ........................ 25
anspo _app_ eq – T anspo Apps: F equency .................. 26
anspo _app_ ime – T anspo Apps: Du a ion ................... 26
isual_app_ eq – Visual En e ainmen Apps: F equency .............. 26
isual_app_ ime – Visual En e ainmen Apps: Du a ion .............. 27
wea he _app_ eq – Wea he Apps: F equency .................... 27
wea he _app_ ime – Wea he Apps: Du a ion .................... 27
5 Con e sa ion De ec ion 28
n_awa e – AWARE Con e sa ions: Samplings .................... 28
n_ oice – AWARE Con e sa ions: Con . De ec ed .................. 29
p op_ oice – P opo ion o Con e sa ions ...................... 29
SOEP Su ey Pape s 1431 3
SOEP Inno a ion Sample (2023) dips3_hou ly
1 In oduc ion
O e all P ojec Desc ip ion
The DIPS3 s udy was pa o a la ge DFG- unded p ojec on “Pe sonali y and social ela i-
onship dynamics: Sho - and medium- e m p ocesses in daily li e” wi h Co nelia W zus and
Da id Rich e as p incipal in es iga o s. This p ojec had he o e all goal o in es iga e he
dynamic, in e dependen sho - e m and medium- e m p ocesses ha de ine mul iple social
ela ionships and o be e unde s and how hese p ocesses di e be ween people depending
on di e se pe sonali y cha ac e is ics. To his aim, se e al modes o da a collec ion we e em-
ployed join ly, such as ac i e daily dia y assessmen s and passi e sma phone sensing o
beha io al indica o s ela ed o social con ac ( o measu emen p ope ies o hese social
con ac indica o s, see Roos e al., 2023). The p ojec was gi en Ins i u ional Re iew Boa d
app o al by Johannes Gu enbe g Uni e si y Mainz (P ocess Numbe : 2018JGU-psychEK-
002).
DIPS3 Da a Collec ion
The hi d pa o da a collec ion wi hin his p ojec was in eg a ed in o he SOEP-IS in wa e
2022 wi h he goal o ec ui ing membe s o his al eady exis ing panel s udy o ake pa in
an addi ional, op -in da a collec ion wi h a sma phone app. As epo ed in Roos e al. (2024),
2,507 pa icipan s ook pa in he SOEP-IS s udy in 2022 o which 1,322 (53%) epo ed in-
i ial in e es in he sma phone s udy and 844 (34%) ul illed all equi emen s (i.e., egula ly
using a sma phone unning on And oid Ve sion 6.1 o highe ). Finally, oughly 15% o he
2022 SOEP-IS sample, ha is, N = 386 pa icipan s, ook pa in he 14-day sma phone s udy
and answe ed a leas one daily dia y. A de ailed examina ion o sample selec i iy and di -
e en pe son- ela ed sampling biases associa ed wi h selec ion in o mobile sensing s udies
(including he DIPS3 s udy) will be a ailable in Schoedel e al. (2024).
A he end o he 2022 in e iew, SOEP-IS esponden s we e asked i hey owned a sma -
phone unning on And oid OS Ve sion 6.1 o highe and i hey we e in e es ed in pa ici-
pa ing in an addi ional 14-day sma phone s udy. Those who ag eed o pa icipa e we e sen
a pos al in i a ion o ake pa in he s udy along wi h ins uc ions on how o ins all and
se up he PhoneS udy app which uns on And oid OS ( o mo e in o ma ion on he app,
see h ps://phones udy.o g/en/). Responden s we e in o med du ing he onboa ding p o-
cess abou he s udy p ocedu e and da a p o ec ion. In o med consen was ob ained du ing
he se up o he app.
A e he ins alla ion o he app, esponden s ecei ed daily no i ica ions o ill ou a b ie
ques ionnai e on hei mood and social in e ac ions each e ening o 14 days. Ques ionnai es
we e a ailable each day om 8:00 p.m. o 4:00 a.m. o he ollowing day. Responden s we e
ins uc ed o answe he ques ionnai e igh be o e going o bed and ecei ed up o wo
eminde s be ween 8:00 p.m. and 12:00 a.m. Addi ionally, sma phone sensing an on he
esponden s’ phones, passi ely ga he ing da a on anonymized social in e ac ions, phone and
app usage, and con ac en ies. Responden s ecei ed 40€ o pa icipa ion.
Addi ional s udy documen a ion ma e ials including he wo ding o all i ems in English
and Ge man, he ec ui men lye , and a epo on di e en app e sions can be ound
on h ps://os .io/zhc49/. He e, we only p esen he ansla ed, English e sion o he i ems.
Hou ly-Le el Da a
Raw da a o sma phone sensing canno be sha ed publicly due o p i acy conce ns and
po en ial iden i ica ion o esponden s due o he ichness o hese da a, especially when
SOEP Su ey Pape s 1431 4
SOEP Inno a ion Sample (2023) dips3_hou ly
linked wi h he SOEP-IS panel da a. The e o e, o his da a elease, we selec ed only he
mos meaning ul beha io al indica o s and agg ega ed hem o e ime.
The second o he h ee DIPS3 da ase s p esen s he sma phone sensing da a on he hou ly
le el wi h each indi idual obse a ion de ined as an hou ly in e al, ha is, om one ull
hou o he nex , o e he en i e s udy pe iod. The e y i s in e al o each esponden s a s
wi h he hou o ins alling he PhoneS udy app and he las in e al ends wi h he hou o
deins alla ion o he s udy app.
The pu pose o his agg ega ion ime window was o p o ide a mo e ine-g ained empo al
esolu ion o he sma phone sensing indica o s. The eby, empo al dynamics in hese con-
inuously assessed indica o s can be examined. Da a can be linked o he daily-le el da a ia
he “pid” and “n_days” iden i e s.
Fo he o he wo da ase s, see:
Agg ega ed on he daily le el:
h ps://www.diw.de/documen s/publika ionen/73/diw_01.c.936884.de/diw_ssp1430.pd
Sho su eys a e calls:
h ps://www.diw.de/documen s/publika ionen/73/diw_01.c.936889.de/diw_ssp1432.pd
Re e ences
Roos, Y., K äme , M. D., Rich e , D., Schoedel, R., & W zus, C. (2023). Does You Sma phone
“Know” You Social Li e? A Me hodological Compa ison o Day Recons uc ion, Expe ience
Sampling, and Mobile Sensing. Ad ances in Me hods and P ac ices in Psychological Science,
6(3), 1–12.
h ps://doi.o g/10.1177/25152459231178738
Roos, Y., K äme , M. D., Rich e , D., & W zus, C. (2024). Pe sons in con ex s: The ole o
social ne wo ks and social densi y o he dynamic egula ion o ace- o- ace in e ac ions in
daily li e. Jou nal o Pe sonali y and Social Psychology. Ad ance online publica ion.
h ps://doi.o g/10.1037/pspp0000512
Schoedel, R., Rei e , T., K äme , M. D., Roos, Y., Bühne , M., Rich e , D., Mehl, M. R., & W -
zus, C. (2024). Pe son-Rela ed Selec ion Bias in Mobile Sensing Resea ch: Robus Findings
om Two Panel S udies [Manusc ip submi ed o publica ion].
2 Iden i ie s
Da a was p ocessed by adding gene al iden i ie s o ack s udy p og ess o e ime and p o-
ide easie il e ing. Tempo al obse a ions a e de ined as hou ly in e als, ha is, om one
ull hou o he nex , o e he en i e s udy pe iod. The e y i s empo al obse a ion o
each pa icipan s a s wi h he hou o ins alling he PhoneS udy App and he las empo al
obse a ion ends wi h he hou o deins alla ion o he S udy App.
pid – Pe son ID
1233703 349
1247702 356
1344403 342
2001401 349
2012702 346
2037404 344
2043004 355
SOEP Su ey Pape s 1431 5
SOEP Inno a ion Sample (2023) dips3_hou ly
... (372 ows omi ed) 129825
41824401 348
41824901 356
41827601 348
41830701 348
41830702 357
41831501 345
41833601 353
Same pe son iden i ie as in SOEP-IS da a iles.
subsample – Subsample
0[0] no 109559
1[1] yes 25162
Du ing he s udy pe iod, an olde , ou da ed app e sion was dis ibu ed o a es ic ed ime
window due o a echnical e o (N = 72 wi h ou da ed e sion; N = 313 wi h co ec e sion).
This olde app e sion di e ed sligh ly in some wo dings o he daily dia y i ems. He e, we
p esen documen a ion o he co ec app e sion ha he majo i y o esponden s ins alled.
Fo mo e de ails on his ma e and an ex ensi e compa ison o he wo app e sions, see
OSF eposi o y.
h ps://os .io/zhc49/
syea – Su ey Yea
2022 134721
n_days – S udy Day Coun
0 4704
1 8973
2 9233
3 9207
4 9208
5 9212
6 9189
... (16 ows omi ed) 74614
-7 102
-8 72
-9 57
-10 48
-11 48
-12 42
-13 12
SOEP Su ey Pape s 1431 6
SOEP Inno a ion Sample (2023) dips3_hou ly
0 133815
1 165
2 127
3 97
4 41
5 17
6 22
... (13 ows omi ed) 84
25 3
29 1
31 1
33 1
37 2
38 1
-1 344
da ing_app_ ime – Da ing Apps: Du a ion
0 133815
0.0000166654586791992 5
0.0000333309173583984 3
0.0000333348910013835 3
0.000150001049041748 1
0.000199997425079346 1
0.0012500007947286 1
... (541 ows omi ed) 542
21.6357666691144 1
24.8163500030835 1
27.6878833293915 1
32.3519833405813 1
38.5241999983788 1
48.1976833303769 1
-1 344
inance_app_ eq – Finance Apps: F equency
0 130660
1 1733
2 884
3 485
4 261
5 116
6 70
... (13 ows omi ed) 161
20 1
21 1
25 2
SOEP Su ey Pape s 1431 13
SOEP Inno a ion Sample (2023) dips3_hou ly
30 1
31 1
33 1
-1 344
inance_app_ ime – Finance Apps: Du a ion
0 130660
0.0000166654586791992 14
0.0000166694323221842 7
0.0000333309173583984 14
0.0000333348910013835 19
0.0000333388646443685 2
0.0000499963760375977 4
... (3589 ows omi ed) 3651
17.0163499951363 1
17.2330666700999 1
19.0231000026067 1
19.1574000000954 1
28.5066166639328 1
42.1579499959946 1
-1 344
ood_app_ eq – Food Apps: F equency
0 133229
1 425
2 342
3 165
4 76
5 44
6 39
... (4 ows omi ed) 45
11 3
12 1
13 3
16 3
17 1
20 1
-1 344
ood_app_ ime – Food Apps: Du a ion
0 133229
0.0000166654586791992 2
SOEP Su ey Pape s 1431 14
SOEP Inno a ion Sample (2023) dips3_hou ly
0.0000166694323221842 3
0.0000333309173583984 2
0.0000333348910013835 4
0.0000499963760375977 2
0.0000500003496805827 3
... (1119 ows omi ed) 1126
15.0917000015577 1
15.2903333306313 1
15.6102000037829 1
15.6971499959628 1
16.8666833321253 1
17.8180499990781 1
-1 344
game_app_ eq – Game Apps: F equency
0 129515
1 1942
2 1258
3 631
4 409
5 204
6 129
... (22 ows omi ed) 281
35 1
43 2
46 2
61 1
62 1
66 1
-1 344
game_app_ ime – Game Apps: Du a ion
0 129515
0.0000166654586791992 33
0.0000166694323221842 13
0.0000333309173583984 15
0.0000333348910013835 11
0.0000333388646443685 2
0.0000499963760375977 6
... (4467 ows omi ed) 4776
43.5466500004133 1
44.0366666595141 1
44.7578166723251 1
46.1949166695277 1
50.4710500001907 1
SOEP Su ey Pape s 1431 15
SOEP Inno a ion Sample (2023) dips3_hou ly
51.3529666701953 1
-1 344
heal h_app_ eq – Heal h Apps: F equency
0 130678
1 2231
2 836
3 309
4 141
5 80
6 27
... (4 ows omi ed) 56
11 10
12 3
13 2
14 1
18 2
45 1
-1 344
heal h_app_ ime – Heal h Apps: Du a ion
0 130678
0.0000166654586791992 12
0.0000166694323221842 8
0.0000333309173583984 10
0.0000333348910013835 11
0.0000499963760375977 8
0.0000500003496805827 4
... (3511 ows omi ed) 3640
28.9384166638056 1
31.0644666671753 1
34.7492166678111 1
36.2890166680018 1
40.5395166635513 1
42.7018000046412 1
-1 344
in e ne _app_ eq – In e ne Apps: F equency
0 113844
1 7844
2 5585
3 2778
SOEP Su ey Pape s 1431 16
SOEP Inno a ion Sample (2023) dips3_hou ly
4 1601
5 988
6 611
... (19 ows omi ed) 1119
27 2
28 1
30 1
31 1
36 1
46 1
-1 344
in e ne _app_ ime – In e ne Apps: Du a ion
0 113844
0.0000166654586791992 30
0.0000166694323221842 9
0.0000333309173583984 11
0.0000333348910013835 17
0.0000499963760375977 5
0.0000500003496805827 9
... (17664 ows omi ed) 20446
54.3548000017802 1
55.7967333316803 1
56.1459333340327 1
57.2808666706085 1
57.9188833355904 1
59.4885666648547 1
-1 344
know_app_ eq – Knowledge Apps: F equency
0 133462
1 416
2 240
3 113
4 53
5 32
6 27
... (4 ows omi ed) 24
11 1
12 3
14 3
15 1
17 1
26 1
-1 344
SOEP Su ey Pape s 1431 17
SOEP Inno a ion Sample (2023) dips3_hou ly
know_app_ ime – Knowledge Apps: Du a ion
0 133462
0.0000166654586791992 5
0.0000166694323221842 1
0.0000333309173583984 5
0.0000333348910013835 2
0.0000500043233235677 1
0.0000666618347167969 1
... (886 ows omi ed) 894
25.7483166694641 1
29.2025000135104 1
30.6985000014305 1
30.8660166660945 1
39.2304500023524 1
44.4092666665713 1
-1 344
news_app_ eq – News Apps: F equency
0 129477
1 2317
2 1287
3 644
4 319
5 146
6 91
... (5 ows omi ed) 85
12 3
13 3
14 1
15 1
16 2
18 1
-1 344
news_app_ ime – News Apps: Du a ion
0 129477
0.0000166654586791992 70
0.0000166694323221842 27
0.0000333309173583984 42
0.0000333348910013835 63
0.0000333388646443685 7
SOEP Su ey Pape s 1431 18
SOEP Inno a ion Sample (2023) dips3_hou ly
0.0000499963760375977 22
... (4475 ows omi ed) 4663
34.189483332634 1
34.4585333267848 1
36.5673500021299 1
39.7877000013987 1
40.0205500006676 1
41.3940500020981 1
-1 344
o ien a _app_ eq – O ien a ion Apps: F equency
0 131221
1 1432
2 947
3 387
4 174
5 74
6 39
... (11 ows omi ed) 96
19 1
21 1
22 1
23 2
24 1
26 1
-1 344
o ien a _app_ ime – O ien a ion Apps: Du a ion
0 131221
0.0000166654586791992 18
0.0000166694323221842 10
0.0000333309173583984 8
0.0000333348910013835 4
0.0000333388646443685 1
0.0000499963760375977 4
... (2953 ows omi ed) 3105
45.7206000049909 1
46.5072833339373 1
47.1935833334923 1
52.331366666158 1
53.6437833309174 1
54.8757166663806 1
-1 344
SOEP Su ey Pape s 1431 19
SOEP Inno a ion Sample (2023) dips3_hou ly
pho o_app_ eq – Pho og aphy Apps: F equency
0 125172
1 3652
2 2241
3 1252
4 671
5 423
6 253
... (29 ows omi ed) 705
37 1
39 3
44 1
47 1
53 1
63 1
-1 344
pho o_app_ ime – Pho og aphy Apps: Du a ion
0 125172
0.0000166654586791992 19
0.0000166694323221842 6
0.0000333309173583984 12
0.0000333348910013835 11
0.0000333388646443685 1
0.0000499963760375977 9
... (8149 ows omi ed) 9141
31.6125000079473 1
32.4375666618347 1
34.4092000007629 1
34.4886666695277 1
43.4587666670481 1
51.9833333333333 1
-1 344
ead_app_ eq – Reading Apps: F equency
0 134168
1 82
2 63
3 31
4 14
5 10
6 5
7 2
8 1
SOEP Su ey Pape s 1431 20
SOEP Inno a ion Sample (2023) dips3_hou ly
11 1
-1 344
ead_app_ ime – Reading Apps: Du a ion
0 134168
0.0000166654586791992 1
0.0000333309173583984 1
0.000116666158040365 1
0.000133335590362549 1
0.000333333015441895 1
0.000516668955485026 1
... (195 ows omi ed) 197
8.39638332923253 1
8.84966666698456 1
10.0002500017484 1
10.8863833347956 1
20.7452166676521 1
31.5631500005722 1
-1 344
secu i y_app_ eq – Secu i y Apps: F equency
0 130878
1 2050
2 661
3 317
4 160
5 96
6 59
... (10 ows omi ed) 147
17 4
18 1
19 1
21 1
23 1
120 1
-1 344
secu i y_app_ ime – Secu i y Apps: Du a ion
0 130878
0.0000166654586791992 10
0.0000166694323221842 3
0.0000333309173583984 3
SOEP Su ey Pape s 1431 21
SOEP Inno a ion Sample (2023) dips3_hou ly
0.0000333348910013835 4
0.0000499963760375977 1
0.0000500003496805827 1
... (3107 ows omi ed) 3469
44.7582833210627 1
45.6130833307902 1
48.047866666317 1
50.0134166677793 1
51.3345833341281 1
60 3
-1 344
se ings_app_ eq – Se ings Apps: F equency
0 129553
1 3072
2 907
3 426
4 159
5 82
6 41
... (17 ows omi ed) 131
26 1
27 1
28 1
31 1
34 1
162 1
-1 344
se ings_app_ ime – Se ings Apps: Du a ion
0 129553
0.0000166654586791992 2
0.0000333309173583984 2
0.0000333348910013835 4
0.0000499963760375977 1
0.0000500003496805827 3
0.0000500043233235677 3
... (4526 ows omi ed) 4802
38.7701999982198 1
40.2238333304723 1
40.7730666677157 1
41.949066666762 1
45.0309000015259 1
60 2
-1 344
SOEP Su ey Pape s 1431 22
SOEP Inno a ion Sample (2023) dips3_hou ly
Fe ei a, D., & Muluku la, R. (2020). AWARE Plugin: Con e sa ions.
Re ie ed om h ps://gi hub.com/denzil e ei a/com.awa e.plugin.s uden li e.audio_ inal
Roos, Y., K äme , M. D., Rich e , D., Schoedel, R., & W zus, C. (2023). Does You Sma phone
“Know” You Social Li e? A Me hodological Compa ison o Day Recons uc ion, Expe ience Sam-
pling, and Mobile Sensing. Ad ances in Me hods and P ac ices in Psychological Science, 6(3),
1–12.
h ps://doi.o g/10.1177/25152459231178738
n_ oice – AWARE Con e sa ions: Con . De ec ed
0 117094
1 4975
2 2371
3 1486
4 1134
5 903
6 734
... (48 ows omi ed) 5937
55 18
56 17
57 18
58 15
59 6
60 7
61 6
p op_ oice – P opo ion o Con e sa ions
0 117094
0.0133333333333333 1
0.0136986301369863 1
0.0149253731343284 2
0.0161290322580645 1
0.0163934426229508 1
0.02 1
... (905 ows omi ed) 17581
0.979591836734694 1
0.982758620689655 1
0.983050847457627 1
0.983333333333333 3
0.983606557377049 5
0.983870967741935 1
1 27
This a iable is compu ed by di iding n_ oice by n_awa e.
SOEP Su ey Pape s 1431 29
