Use of Internet panels to conduct surveys

The use of Internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less time than traditional methods to obtain data for analysis, and the standardization of the data collection process makes studies easy to replic...

Full description

Saved in:
Bibliographic Details
Published inBehavior research methods Vol. 47; no. 3; pp. 685 - 690
Main Authors Hays, Ron D., Liu, Honghu, Kapteyn, Arie
Format Journal Article
LanguageEnglish
Published New York Springer US 01.09.2015
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN1554-3528
1554-351X
1554-3528
DOI10.3758/s13428-015-0617-9

Cover

Abstract The use of Internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less time than traditional methods to obtain data for analysis, and the standardization of the data collection process makes studies easy to replicate. A variety of probability-based panels have been created, including Telepanel/CentERpanel, Knowledge Networks (now GFK KnowledgePanel), the American Life Panel, the Longitudinal Internet Studies for the Social Sciences panel, and the Understanding America Study panel. Despite the advantage of having a known denominator (sampling frame), the probability-based Internet panels often have low recruitment participation rates, and some have argued that there is little practical difference between opting out of a probability sample and opting into a nonprobability (convenience) Internet panel. This article provides an overview of both probability-based and convenience panels, discussing potential benefits and cautions for each method, and summarizing the approaches used to weight panel respondents in order to better represent the underlying population. Challenges of using Internet panel data are discussed, including false answers, careless responses, giving the same answer repeatedly, getting multiple surveys from the same respondent, and panelists being members of multiple panels. More is to be learned about Internet panels generally and about Web-based data collection, as well as how to evaluate data collected using mobile devices and social-media platforms.
AbstractList The use of Internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less time than traditional methods to obtain data for analysis, and the standardization of the data collection process makes studies easy to replicate. A variety of probability-based panels have been created, including Telepanel/CentERpanel, Knowledge Networks (now GFK KnowledgePanel), the American Life Panel, the Longitudinal Internet Studies for the Social Sciences panel, and the Understanding America Study panel. Despite the advantage of having a known denominator (sampling frame), the probability-based Internet panels often have low recruitment participation rates, and some have argued that there is little practical difference between opting out of a probability sample and opting into a nonprobability (convenience) Internet panel. This article provides an overview of both probability-based and convenience panels, discussing potential benefits and cautions for each method, and summarizing the approaches used to weight panel respondents in order to better represent the underlying population. Challenges of using Internet panel data are discussed, including false answers, careless responses, giving the same answer repeatedly, getting multiple surveys from the same respondent, and panelists being members of multiple panels. More is to be learned about Internet panels generally and about Web-based data collection, as well as how to evaluate data collected using mobile devices and social-media platforms.
Use of internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less time than traditional methods to obtain back for analysis, and the standardization of data collection process makes studies easy to replicate. A variety of probability-based panels have been created including Telepanel/CentERpanel, Knowledge Networks (now GFK KnowledgePanel® ), the American Life Panel , the LISS Panel , and the Understanding American Study panel. Despite the advantage of having a known denominator (sampling frame), the probability-based internet panels often have low recruitment participation rates and some have argued that there is little practical difference between opting out of a probability sample and opting into a non-probability (convenience) internet panel. This paper provides an overview of both probability-based and convenience panels, discussing potential benefits and cautions for each method, and summarizing approaches used to weight panel respondents to better represent the underlying population. Challenges in using internet panel data such as false answers, careless responses, giving the same answer repeatedly, getting multiple surveys from the same respondent, and panelists being members of multiple panels are discussed. There is more to be learned about internet panels generally and web-based data collection along with opportunities to evaluate data collected using mobile devices and social media platforms.
Author Hays, Ron D.
Liu, Honghu
Kapteyn, Arie
Author_xml – sequence: 1
  givenname: Ron D.
  surname: Hays
  fullname: Hays, Ron D.
  email: dr.ronhays@gmail.com
  organization: Division of General Internal Medicine & Health Services Research, University of California
– sequence: 2
  givenname: Honghu
  surname: Liu
  fullname: Liu, Honghu
  organization: Division of Public Health and Community Dentistry, School of Dentistry, University of California
– sequence: 3
  givenname: Arie
  surname: Kapteyn
  fullname: Kapteyn, Arie
  organization: Center for Economic and Social Research, University of Southern California
BackLink https://www.ncbi.nlm.nih.gov/pubmed/26170052$$D View this record in MEDLINE/PubMed
BookMark eNp9kUtLxDAcxIMovj-AFyl40UM1zyZ7EUR8wYIX9xzS9F-tdJM1SYX99qasyiroKYH8ZpjJ7KFN5x0gdETwOZNCXUTCOFUlJqLEFZHlZAPtEiF4yQRVm2v3HbQX4yvGTFHCt9EOzTTGgu6is1mEwrfFg0sQHKRiYRz0sUi-sN41g01FHMI7LOMB2mpNH-Hw89xHs9ubp-v7cvp493B9NS2tYDKV1GAAsNxUQkjeSAUNqWulsGC1bUkjKsXqyhjbUCwIn0woYZIZ0TZEVYS1bB9drnwXQz2HxoJLwfR6Ebq5CUvtTad_vrjuRT_7d80Fr5Tk2eD00yD4twFi0vMuWuj73MwPUefqFcWKY5XRk1_oqx-Cy_VGSlVYMj4aHq8n-o7y9YsZkCvABh9jgFbbLpnU-TFg12uC9biXXu2l81563EtPspL8Un6Z_6ehK03MrHuGsBb6T9EHeTil6g
CitedBy_id crossref_primary_10_3389_fpubh_2023_1280423
crossref_primary_10_1016_j_ypmed_2021_106500
crossref_primary_10_1007_s11606_015_3290_x
crossref_primary_10_3390_a11100153
crossref_primary_10_1108_IJCHM_11_2018_0910
crossref_primary_10_3389_fpubh_2025_1505502
crossref_primary_10_1108_PRR_10_2019_0031
crossref_primary_10_1002_cb_2373
crossref_primary_10_1177_00472875251318316
crossref_primary_10_1111_1475_6773_13156
crossref_primary_10_3390_ijerph17217743
crossref_primary_10_1080_02791072_2022_2110023
crossref_primary_10_1177_25152459221140388
crossref_primary_10_1177_1355819618815521
crossref_primary_10_1080_08959420_2020_1769535
crossref_primary_10_1186_s12955_018_1029_1
crossref_primary_10_1177_2378023119836330
crossref_primary_10_1016_j_qref_2024_101865
crossref_primary_10_1016_j_amepre_2021_11_017
crossref_primary_10_3389_fepid_2024_1379256
crossref_primary_10_1007_s11482_018_9663_7
crossref_primary_10_1093_sleep_zsy054
crossref_primary_10_1177_00207640221143919
crossref_primary_10_1016_j_dhjo_2022_101337
crossref_primary_10_1080_14459795_2021_1884735
crossref_primary_10_1177_1362361320970082
crossref_primary_10_1093_ijpor_edae066
crossref_primary_10_3389_fpsyg_2021_713839
crossref_primary_10_2139_ssrn_5124063
crossref_primary_10_1080_00952990_2022_2132507
crossref_primary_10_3390_ijerph20054206
crossref_primary_10_15585_mmwr_mm7203a5
crossref_primary_10_1080_08961530_2022_2122103
crossref_primary_10_1089_hs_2019_0008
crossref_primary_10_1016_j_ypmed_2020_106320
crossref_primary_10_3389_fpsyt_2022_1028384
crossref_primary_10_18267_j_pep_721
crossref_primary_10_1093_poq_nfx005
crossref_primary_10_1080_1331677X_2020_1835519
crossref_primary_10_1186_s41687_021_00314_0
crossref_primary_10_18332_tid_172000
crossref_primary_10_2196_46421
crossref_primary_10_1016_j_vaccine_2022_01_011
crossref_primary_10_1136_bmjopen_2021_057860
crossref_primary_10_1001_jamanetworkopen_2020_22302
crossref_primary_10_1089_can_2020_0092
crossref_primary_10_1080_0092623X_2019_1665271
crossref_primary_10_1089_can_2020_0093
crossref_primary_10_1111_1753_6405_13094
crossref_primary_10_3390_vaccines7040134
crossref_primary_10_1080_21645515_2020_1853449
crossref_primary_10_1016_j_jpeds_2018_06_032
crossref_primary_10_1016_j_pmedr_2023_102370
crossref_primary_10_1016_j_jaip_2018_11_043
crossref_primary_10_1097_AOG_0000000000004722
crossref_primary_10_1371_journal_pone_0270349
crossref_primary_10_1007_s10869_020_09691_7
crossref_primary_10_1016_j_jsxm_2016_01_015
crossref_primary_10_1016_j_aei_2023_102321
crossref_primary_10_1016_j_jenvman_2018_01_034
crossref_primary_10_1111_acer_15335
crossref_primary_10_2147_PPA_S286935
crossref_primary_10_1080_0144929X_2020_1771418
crossref_primary_10_1007_s11482_017_9546_3
crossref_primary_10_1016_j_trf_2019_06_005
crossref_primary_10_1186_s13584_024_00594_z
crossref_primary_10_1177_0886260519843288
crossref_primary_10_1007_s10902_016_9843_9
crossref_primary_10_1016_j_jafr_2024_101279
crossref_primary_10_1177_0163278717742189
crossref_primary_10_1002_pan3_10433
crossref_primary_10_1016_j_jid_2018_08_028
crossref_primary_10_2196_14893
crossref_primary_10_1016_j_amepre_2020_06_015
crossref_primary_10_1016_j_chb_2018_11_002
crossref_primary_10_1177_1073191120914970
crossref_primary_10_3390_ijerph15010152
crossref_primary_10_1111_bjd_18002
crossref_primary_10_1161_JAHA_121_023789
crossref_primary_10_1016_j_drugpo_2020_102698
crossref_primary_10_1038_nclimate3409
crossref_primary_10_1080_08941920_2018_1450912
crossref_primary_10_1111_zph_13107
crossref_primary_10_2196_60438
crossref_primary_10_3390_pharmacy4010010
crossref_primary_10_1007_s10460_024_10585_0
crossref_primary_10_1186_s41235_024_00540_2
crossref_primary_10_3390_pediatric16020026
crossref_primary_10_1177_01902725221128392
crossref_primary_10_1016_j_jaip_2019_05_055
crossref_primary_10_1177_0192513X211030022
crossref_primary_10_1111_papr_13103
crossref_primary_10_3390_vaccines10050724
crossref_primary_10_2196_13106
crossref_primary_10_1016_j_pmedr_2023_102168
crossref_primary_10_3390_data5040095
crossref_primary_10_3390_buildings12122073
crossref_primary_10_1017_S0950268821002594
crossref_primary_10_1016_j_vaccine_2021_11_014
crossref_primary_10_1177_0886260519842171
crossref_primary_10_1007_s11136_017_1499_3
crossref_primary_10_1016_j_anai_2018_07_042
crossref_primary_10_1007_s11136_024_03827_5
crossref_primary_10_1016_j_anai_2018_07_040
crossref_primary_10_3390_diabetology3010012
crossref_primary_10_1016_j_biocon_2021_109321
crossref_primary_10_3390_su16052143
crossref_primary_10_1016_j_pedhc_2022_11_003
crossref_primary_10_1080_14459795_2021_1973535
crossref_primary_10_1007_s11482_017_9515_x
crossref_primary_10_1186_s12889_019_7533_3
crossref_primary_10_1093_ajh_hpac049
crossref_primary_10_1016_j_annale_2023_100110
crossref_primary_10_1111_zph_13142
crossref_primary_10_1136_bmjopen_2022_066897
crossref_primary_10_3390_ijerph17197272
crossref_primary_10_1007_s11136_018_1873_9
crossref_primary_10_2196_33726
crossref_primary_10_1038_s41598_021_87771_1
crossref_primary_10_1080_1406099X_2019_1693142
crossref_primary_10_1007_s11904_020_00491_5
crossref_primary_10_1111_padr_12671
crossref_primary_10_1111_irv_12843
crossref_primary_10_1007_s00403_024_03078_x
crossref_primary_10_1007_s10900_018_0594_x
crossref_primary_10_54718_AMNL9533
crossref_primary_10_1016_j_jid_2019_03_1152
crossref_primary_10_1080_01612840_2019_1666326
crossref_primary_10_3390_educsci13020141
crossref_primary_10_1097_PSY_0000000000001337
crossref_primary_10_1080_10826084_2023_2196564
crossref_primary_10_1177_0894439317697949
crossref_primary_10_1142_S0217590818420043
crossref_primary_10_3390_ijerph19148660
crossref_primary_10_1007_s40653_023_00519_z
crossref_primary_10_1016_j_comppsych_2025_152590
crossref_primary_10_2196_34074
crossref_primary_10_1007_s40801_025_00482_1
crossref_primary_10_1007_s11136_020_02536_z
crossref_primary_10_1177_20552076241290964
crossref_primary_10_1007_s00213_021_06047_8
crossref_primary_10_1111_jhn_12666
crossref_primary_10_1007_s10862_022_09989_1
crossref_primary_10_1016_j_techfore_2022_121874
crossref_primary_10_1016_j_vaccine_2021_06_048
crossref_primary_10_1371_journal_pone_0287837
crossref_primary_10_1111_ecin_12485
crossref_primary_10_1080_15374416_2020_1716366
crossref_primary_10_1089_whr_2023_0130
crossref_primary_10_1016_j_gsd_2023_100966
crossref_primary_10_1016_j_jadohealth_2022_12_011
crossref_primary_10_2196_43106
crossref_primary_10_1093_jpepsy_jsab132
crossref_primary_10_1108_MRR_04_2024_0281
crossref_primary_10_1145_3191740
crossref_primary_10_1108_JD_02_2019_0015
crossref_primary_10_1108_SBM_11_2020_0115
crossref_primary_10_1007_s10597_021_00817_6
crossref_primary_10_15585_mmwr_mm7028e1
crossref_primary_10_3390_ijerph20054054
crossref_primary_10_1002_hpja_674
crossref_primary_10_1016_j_jaip_2019_01_005
crossref_primary_10_1016_j_chb_2018_05_002
crossref_primary_10_1016_j_pmcj_2016_11_001
crossref_primary_10_1177_1932296819839503
crossref_primary_10_2196_43555
crossref_primary_10_1007_s10826_021_02026_x
crossref_primary_10_1177_00220345241285154
crossref_primary_10_1177_028072702003800104
crossref_primary_10_1186_s41687_017_0003_8
crossref_primary_10_3390_ijerph15091961
crossref_primary_10_1111_cobi_13747
crossref_primary_10_15240_tul_001_2021_03_006
crossref_primary_10_1016_j_jretconser_2024_103965
crossref_primary_10_1097_DER_0000000000000731
crossref_primary_10_1017_S0950268818000584
crossref_primary_10_1017_S0950268819000219
crossref_primary_10_1007_s10508_018_1319_z
crossref_primary_10_1111_dar_13664
crossref_primary_10_1016_j_aap_2017_09_016
crossref_primary_10_1016_j_anai_2018_07_006
crossref_primary_10_1080_15546128_2023_2179562
crossref_primary_10_2196_63032
crossref_primary_10_1016_j_foodqual_2022_104676
crossref_primary_10_1016_j_vaccine_2022_11_001
crossref_primary_10_1016_j_anai_2018_07_004
crossref_primary_10_1002_pds_5260
crossref_primary_10_1093_jssam_smaa045
crossref_primary_10_1017_S0007123419000589
crossref_primary_10_1080_10615806_2021_1987418
crossref_primary_10_1177_00027162211069717
crossref_primary_10_1007_s11136_024_03747_4
crossref_primary_10_1016_j_jadohealth_2022_11_242
crossref_primary_10_1016_j_jacr_2019_11_003
crossref_primary_10_3389_fpsyg_2020_02253
crossref_primary_10_1200_CCI_21_00044
crossref_primary_10_2196_49354
crossref_primary_10_3389_fpsyg_2023_1299136
crossref_primary_10_1002_mpr_1861
crossref_primary_10_1017_flw_2024_6
crossref_primary_10_1002_joec_12154
crossref_primary_10_1002_eahr_500127
crossref_primary_10_1002_jcop_22247
crossref_primary_10_1080_09640568_2023_2192386
crossref_primary_10_1016_j_xkme_2023_100788
crossref_primary_10_1016_j_pmedr_2017_02_008
crossref_primary_10_1111_1752_1688_12791
crossref_primary_10_3389_fpubh_2021_767447
crossref_primary_10_1016_j_jmpt_2022_02_004
crossref_primary_10_1111_bjd_17683
crossref_primary_10_1007_s11136_017_1691_5
crossref_primary_10_3389_fpsyg_2024_1403132
crossref_primary_10_1016_j_biocon_2020_108580
crossref_primary_10_1016_j_gloenvcha_2019_101984
crossref_primary_10_1139_cjfr_2020_0274
crossref_primary_10_1111_jdv_15574
crossref_primary_10_1186_s12887_018_1179_7
crossref_primary_10_2217_cer_2021_0173
crossref_primary_10_1007_s40273_016_0408_x
crossref_primary_10_1016_j_drugalcdep_2021_108794
crossref_primary_10_1080_03007995_2017_1341403
crossref_primary_10_1093_jpepsy_jsz046
crossref_primary_10_1016_j_jadohealth_2021_10_013
crossref_primary_10_1007_s11136_017_1681_7
crossref_primary_10_1371_journal_pone_0223098
crossref_primary_10_1016_j_drugpo_2019_102658
crossref_primary_10_1016_j_vaccine_2023_02_051
crossref_primary_10_1080_14786451_2018_1539396
crossref_primary_10_1016_j_pmedr_2018_10_018
crossref_primary_10_1038_s41467_020_20226_9
crossref_primary_10_1007_s10389_022_01800_5
crossref_primary_10_1088_1748_9326_ac04d6
crossref_primary_10_1016_j_puhe_2021_12_020
crossref_primary_10_1177_01902725211072773
crossref_primary_10_1136_bmjopen_2020_048123
crossref_primary_10_1111_lsq_12223
crossref_primary_10_1007_s11336_021_09776_z
crossref_primary_10_1016_j_jth_2021_101290
crossref_primary_10_2196_46631
crossref_primary_10_3390_ijerph17165971
crossref_primary_10_1080_10826084_2021_2023186
crossref_primary_10_1146_annurev_soc_060116_053613
crossref_primary_10_1007_s12397_019_09280_8
crossref_primary_10_1016_j_intell_2018_12_002
crossref_primary_10_1007_s40264_023_01344_x
crossref_primary_10_3390_vaccines10040630
crossref_primary_10_1093_her_cyac006
Cites_doi 10.1093/jssam/smt008
10.2196/jmir.2903
10.1093/acprof:oso/9780199747047.001.0001
10.4135/9781412973380.n7
10.1093/poq/nfu009
10.1097/MLR.0b013e31814848f1
10.1212/WNL.0b013e3182872e5f
10.1093/poq/nfs037
10.1093/poq/nfr020
10.1016/j.jclinepi.2009.11.021
10.1093/aje/kwq322
10.1007/s11136-012-0292-6
10.1093/poq/nfn011
10.1111/j.1524-4733.2009.00566.x
10.1177/0049124108327128
10.1093/jssam/smt009
10.1093/poq/nfp075
ContentType Journal Article
Copyright Psychonomic Society, Inc. 2015
Copyright Springer Science & Business Media Sep 2015
Copyright_xml – notice: Psychonomic Society, Inc. 2015
– notice: Copyright Springer Science & Business Media Sep 2015
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
4T-
7TK
K9.
7X8
5PM
DOI 10.3758/s13428-015-0617-9
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Docstoc
Neurosciences Abstracts
ProQuest Health & Medical Complete (Alumni)
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
ProQuest Health & Medical Complete (Alumni)
Neurosciences Abstracts
Docstoc
MEDLINE - Academic
DatabaseTitleList MEDLINE

MEDLINE - Academic
ProQuest Health & Medical Complete (Alumni)

Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Psychology
EISSN 1554-3528
EndPage 690
ExternalDocumentID PMC4546874
3793846691
26170052
10_3758_s13428_015_0617_9
Genre Journal Article
Research Support, N.I.H., Extramural
GrantInformation_xml – fundername: PHS HHS
  grantid: 1U2-CCA186878-01
– fundername: NIMHD NIH HHS
  grantid: P20 MD000182
– fundername: NIA NIH HHS
  grantid: P30-AG021684
– fundername: NIA NIH HHS
  grantid: P30 AG021684
– fundername: NIDA NIH HHS
  grantid: R34 DA031643
– fundername: NIA NIH HHS
  grantid: R01-AG20717
– fundername: NIA NIH HHS
  grantid: R01 AG020717
– fundername: NCI NIH HHS
  grantid: U2C CA186878
– fundername: NIDA NIH HHS
  grantid: R34-DA031643
– fundername: NIMHD NIH HHS
  grantid: P20-MD000182
GroupedDBID ---
-55
-5G
-BR
-DZ
-EM
-ET
-~C
-~X
0-V
06D
0R~
0VY
199
1N0
203
23N
2J2
2JN
2JY
2KG
2KM
2LR
2VQ
30V
3V.
4.4
406
408
40E
53G
5GY
7X7
875
88E
8AO
8FI
8FJ
8G5
8TC
8UJ
95.
96X
AAAVM
AABHQ
AACDK
AAHNG
AAIAL
AAJBT
AAJKR
AAKPC
AANZL
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
AAZMS
ABAKF
ABDZT
ABECU
ABFTV
ABHLI
ABIVO
ABJNI
ABJOX
ABJUD
ABKCH
ABMQK
ABNWP
ABPLI
ABPPZ
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABUWG
ABXPI
ACAOD
ACBXY
ACDTI
ACGFS
ACHQT
ACHSB
ACHXU
ACIWK
ACKIV
ACKNC
ACMDZ
ACMLO
ACNCT
ACOKC
ACPIV
ACPRK
ACZOJ
ADBBV
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADURQ
ADYFF
ADZKW
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AEOHA
AEPYU
AESKC
AETCA
AEVLU
AEXYK
AFBBN
AFFNX
AFKRA
AFQWF
AFRAH
AFWTZ
AFZKB
AGAYW
AGDGC
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHMBA
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALIPV
ALMA_UNASSIGNED_HOLDINGS
ALSLI
AMKLP
AMXSW
AMYLF
AMYQR
AOCGG
ARALO
ARMRJ
ASPBG
AVWKF
AXYYD
AYQZM
AZFZN
AZQEC
B-.
BAWUL
BENPR
BGNMA
BPHCQ
BVXVI
C1A
CAG
CCPQU
COF
CSCUP
DDRTE
DIK
DNIVK
DPUIP
DWQXO
E3Z
EBD
EBLON
EBS
EIOEI
EJD
EMOBN
ESBYG
F5P
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FYUFA
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ3
GQ6
GQ7
GUQSH
H13
HF~
HMCUK
HMJXF
HRMNR
HVGLF
HZ~
H~9
IAO
IHR
IKXTQ
INH
IPY
IRVIT
ITC
ITM
IWAJR
J-C
JBSCW
JZLTJ
KOV
LLZTM
M1P
M2M
M2O
M2R
M4Y
MVM
N2Q
N9A
NB0
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9J
OHT
OK1
P2P
P9L
PADUT
PF-
PQQKQ
PROAC
PSQYO
PSYQQ
PT4
R9I
RIG
ROL
RPV
RSV
S16
S1Z
S27
S3B
SBS
SBU
SCLPG
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
SSXJD
STPWE
SV3
SZN
T13
TN5
TR2
TSG
TUC
TUS
U2A
U9L
UG4
UKHRP
UOJIU
UPT
UTJUX
UZXMN
VFIZW
VXZ
W48
WH7
WK8
XJT
XOL
XSW
Z7R
Z7S
Z7W
Z81
Z83
Z88
Z8N
Z92
ZMTXR
ZOVNA
ZUP
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ACSTC
ADHKG
AEZWR
AFDZB
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
ABRTQ
CGR
CUY
CVF
ECM
EIF
NPM
PJZUB
PPXIY
PRQQA
4T-
7TK
K9.
7X8
5PM
ID FETCH-LOGICAL-c537t-2a0eeec4a65574d78ed1bb88053bcf1d5683b6aacd205149921373a5fd18613f3
IEDL.DBID U2A
ISSN 1554-3528
1554-351X
IngestDate Thu Aug 21 18:25:31 EDT 2025
Fri Sep 05 13:01:13 EDT 2025
Tue Sep 09 12:40:55 EDT 2025
Mon Jul 21 05:56:40 EDT 2025
Tue Jul 01 01:05:51 EDT 2025
Thu Apr 24 23:03:21 EDT 2025
Fri Feb 21 02:36:56 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords Internet panels
Survey research
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c537t-2a0eeec4a65574d78ed1bb88053bcf1d5683b6aacd205149921373a5fd18613f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://link.springer.com/content/pdf/10.3758/s13428-015-0617-9.pdf
PMID 26170052
PQID 1708607344
PQPubID 976348
PageCount 6
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_4546874
proquest_miscellaneous_1706208408
proquest_journals_1708607344
pubmed_primary_26170052
crossref_citationtrail_10_3758_s13428_015_0617_9
crossref_primary_10_3758_s13428_015_0617_9
springer_journals_10_3758_s13428_015_0617_9
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2015-09-01
PublicationDateYYYYMMDD 2015-09-01
PublicationDate_xml – month: 09
  year: 2015
  text: 2015-09-01
  day: 01
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
– name: United States
PublicationTitle Behavior research methods
PublicationTitleAbbrev Behav Res
PublicationTitleAlternate Behav Res Methods
PublicationYear 2015
Publisher Springer US
Springer Nature B.V
Publisher_xml – name: Springer US
– name: Springer Nature B.V
References CraigBMHaysRDPickardASCellaDRevickiDAReeveBBComparison of US panel vendors for online surveysJournal of Medical Internet Research201315386908410.2196/jmir.290324292159
PazSHSpritzerKLMoralesLSHaysRDEvaluation of the Patient-Reported Outcomes Information System (PROMIS®) Spanish physical functioning itemsQuality of Life Research20132218191830368310010.1007/s11136-012-0292-623124505
Baker, R., Brick, J. M., Bates, N. A., Battaglia, M., Couper, M. P., Dever, J. A., . . . Tourangeau, R. (2013). Summary report of the AAPOR Task Force on Non-probability Sampling. Journal of Survey Statistics and Methodology, 1, 90–143. doi:10.1093/jssam/smt008
SchonlauMAvan SoestAKapteynACouperMSelection bias in web surveys and the use of propensity scoresSociological Methods and Research20093729131810.1177/0049124108327128
Riley, W., Hays, R.D., Kaplan, R. M., & Cella, D. (2014). Sources of comparability between probability sample estimates and nonprobability web samples estimates. In Proceedings of the 2013 Federal Committee on Statistical Methodology (FCSM) Research Conference. Retrieved from www.fcsm.gov/13papers/B4_Riley_20
LiuHHCellaDGershonRShenJMoralesLSRileyWHaysRDRepresentativeness of the PROMIS internet panelJournal of Clinical Epidemiology20106311691178294355510.1016/j.jclinepi.2009.11.02120688473
Link, M. W., Murphy, J., Schober, M. F., Buskirk, T. D., Childs, J. H., & Tesfaye, C. L. (2014). Mobile technologies for conducting, augmenting and potentially replacing surveys: Report of the AAPOR task force on emerging technologies in public opinion research [Technical Report]. Washington, DC: American Association for Public Opinion Research. Retrieved from https://www.aapor.org/AAPORKentico/AAPOR_Main/media/MainSiteFiles/REVISED_Mobile_Technology_Report_Final_revised10June14.pdf
RiversDCommentJournal of Survey Statistics and Methodology2013111111710.1093/jssam/smt009
MillerJGroverRVriensMOnline marketing researchThe handbook of marketing research: Uses, misuses, and future advances2006Thousand OaksSage11013110.4135/9781412973380.n7
ScherpenzeelAToepoelVRecruiting a probability sample for an online panel: Effects of contact mode, incentives, and informationPublic Opinion Quarterly20127647049010.1093/poq/nfs037
TourangeauRConradFGCouperMPThe science of Web surveys2013OxfordOxford University Press10.1093/acprof:oso/9780199747047.001.0001
HaysRDKimSSpritzerKLKaplanRMTallySFeenyDLiuHFrybackDGEffects of mode and order of administration on generic health-related quality of life scoresValue in Health20091210351039276540210.1111/j.1524-4733.2009.00566.x19473334
YeagerDSKrosnickJAChangLJavitzHSLevenduskyMSSimpserAWangRComparing the accuracy of RDD telephone surveys and internet surveys conducted with probability and non-probability samplesPublic Opinion Quarterly20117570974710.1093/poq/nfr020
Fryback, D. G., Dunham, N. C., Palta, M., Hanmer, J., Buechner, J., Cherepanov, D., . . . Kind, P. (2007). U.S. norms for six generic health-related quality-of-life indexes from the national health measurement study. Medical Care, 45, 1162–1170.
VoigtLFSchwartzSMDoodyDRLeeSCLiCIFeasibility of including cellular telephone numbers in random digit dialing for epidemiologic case-control studiesAmerican Journal of Epidemiology2011173118126302564010.1093/aje/kwq32221071602
ChangLKrosnickJANational surveys via RDD telephone interviewing versus the Internet: Comparing sample representativeness and response qualityPublic Opinion Quarterly20097364167810.1093/poq/nfp075
GershonRCWagsterMVHendrieHCFoxNCookKFNowinskiCJNIH Toolbox for the Assessment of Neurological and Behavioral FunctionNeurology201380Suppl. 3S2S6366233510.1212/WNL.0b013e3182872e5f23479538
SarisWECouperMBakerRPBethlehemJClarkCZFMartinJNichollsWLO’ReillyJTen years of interviewing without interviews: The telepanelComputer assisted survey information collection1998New YorkWiley409429
SarisWEde PijperWMComputer assisted interviewing using home computersEuropean Research198614144152
Hu, S. S., Pierannunzi, C., & Balluz, L. (2011). Integrating a multimode design into a national random-digit-dialed telephone survey. Preventing Chronic Disease, 8, A145. Retrieved from www.cdc.gov/pcd/issues/2011/nov/10_0230.htm
ScherpenzeelADasMDasMEsterPKaczmirekLTrue longitudinal and probability-based internet panels: Evidence from the NetherlandsSocial and behavioral research and the Internet: Advances in applied methods and research strategies2011New YorkTaylor & Francis77104
GutscheTKapteynAMeijerEWeermanAThe RAND Continuous 2012 Presidential Election PollPublic Opinion Quarterly20147823325410.1093/poq/nfu009
GrovesRMPeytchevaMThe impact of nonresponse rates on nonresponse biasPublic Opinion Quarterly20087216718910.1093/poq/nfn011
BergesonSCGrayJEhrmantrautLAHaysRDComparing Web-based with mail survey administration of the Consumer Assessment of Healthcare Providers and Systems (CAHPS®) Clinician and Group SurveyPrimary Health Care201331132
BethlehemJGrovesRDillmanDEltingeRLittleLWeighting nonresponse adjustments based on auxiliary informationSurvey nonresponse2002New YorkWiley275288
J Miller (617_CR14) 2006
SH Paz (617_CR15) 2013; 22
R Tourangeau (617_CR23) 2013
RC Gershon (617_CR7) 2013; 80
LF Voigt (617_CR24) 2011; 173
617_CR16
A Scherpenzeel (617_CR20) 2011
L Chang (617_CR4) 2009; 73
617_CR12
617_CR11
HH Liu (617_CR13) 2010; 63
617_CR1
D Rivers (617_CR17) 2013; 1
T Gutsche (617_CR9) 2014; 78
J Bethlehem (617_CR3) 2002
BM Craig (617_CR5) 2013; 15
617_CR6
RM Groves (617_CR8) 2008; 72
A Scherpenzeel (617_CR21) 2012; 76
RD Hays (617_CR10) 2009; 12
MA Schonlau (617_CR22) 2009; 37
SC Bergeson (617_CR2) 2013; 3
WE Saris (617_CR19) 1986; 14
DS Yeager (617_CR25) 2011; 75
WE Saris (617_CR18) 1998
References_xml – reference: Fryback, D. G., Dunham, N. C., Palta, M., Hanmer, J., Buechner, J., Cherepanov, D., . . . Kind, P. (2007). U.S. norms for six generic health-related quality-of-life indexes from the national health measurement study. Medical Care, 45, 1162–1170.
– reference: GrovesRMPeytchevaMThe impact of nonresponse rates on nonresponse biasPublic Opinion Quarterly20087216718910.1093/poq/nfn011
– reference: Link, M. W., Murphy, J., Schober, M. F., Buskirk, T. D., Childs, J. H., & Tesfaye, C. L. (2014). Mobile technologies for conducting, augmenting and potentially replacing surveys: Report of the AAPOR task force on emerging technologies in public opinion research [Technical Report]. Washington, DC: American Association for Public Opinion Research. Retrieved from https://www.aapor.org/AAPORKentico/AAPOR_Main/media/MainSiteFiles/REVISED_Mobile_Technology_Report_Final_revised10June14.pdf
– reference: GutscheTKapteynAMeijerEWeermanAThe RAND Continuous 2012 Presidential Election PollPublic Opinion Quarterly20147823325410.1093/poq/nfu009
– reference: Hu, S. S., Pierannunzi, C., & Balluz, L. (2011). Integrating a multimode design into a national random-digit-dialed telephone survey. Preventing Chronic Disease, 8, A145. Retrieved from www.cdc.gov/pcd/issues/2011/nov/10_0230.htm
– reference: YeagerDSKrosnickJAChangLJavitzHSLevenduskyMSSimpserAWangRComparing the accuracy of RDD telephone surveys and internet surveys conducted with probability and non-probability samplesPublic Opinion Quarterly20117570974710.1093/poq/nfr020
– reference: CraigBMHaysRDPickardASCellaDRevickiDAReeveBBComparison of US panel vendors for online surveysJournal of Medical Internet Research201315386908410.2196/jmir.290324292159
– reference: SchonlauMAvan SoestAKapteynACouperMSelection bias in web surveys and the use of propensity scoresSociological Methods and Research20093729131810.1177/0049124108327128
– reference: HaysRDKimSSpritzerKLKaplanRMTallySFeenyDLiuHFrybackDGEffects of mode and order of administration on generic health-related quality of life scoresValue in Health20091210351039276540210.1111/j.1524-4733.2009.00566.x19473334
– reference: LiuHHCellaDGershonRShenJMoralesLSRileyWHaysRDRepresentativeness of the PROMIS internet panelJournal of Clinical Epidemiology20106311691178294355510.1016/j.jclinepi.2009.11.02120688473
– reference: BergesonSCGrayJEhrmantrautLAHaysRDComparing Web-based with mail survey administration of the Consumer Assessment of Healthcare Providers and Systems (CAHPS®) Clinician and Group SurveyPrimary Health Care201331132
– reference: RiversDCommentJournal of Survey Statistics and Methodology2013111111710.1093/jssam/smt009
– reference: ScherpenzeelAToepoelVRecruiting a probability sample for an online panel: Effects of contact mode, incentives, and informationPublic Opinion Quarterly20127647049010.1093/poq/nfs037
– reference: VoigtLFSchwartzSMDoodyDRLeeSCLiCIFeasibility of including cellular telephone numbers in random digit dialing for epidemiologic case-control studiesAmerican Journal of Epidemiology2011173118126302564010.1093/aje/kwq32221071602
– reference: ScherpenzeelADasMDasMEsterPKaczmirekLTrue longitudinal and probability-based internet panels: Evidence from the NetherlandsSocial and behavioral research and the Internet: Advances in applied methods and research strategies2011New YorkTaylor & Francis77104
– reference: GershonRCWagsterMVHendrieHCFoxNCookKFNowinskiCJNIH Toolbox for the Assessment of Neurological and Behavioral FunctionNeurology201380Suppl. 3S2S6366233510.1212/WNL.0b013e3182872e5f23479538
– reference: Riley, W., Hays, R.D., Kaplan, R. M., & Cella, D. (2014). Sources of comparability between probability sample estimates and nonprobability web samples estimates. In Proceedings of the 2013 Federal Committee on Statistical Methodology (FCSM) Research Conference. Retrieved from www.fcsm.gov/13papers/B4_Riley_20
– reference: SarisWEde PijperWMComputer assisted interviewing using home computersEuropean Research198614144152
– reference: SarisWECouperMBakerRPBethlehemJClarkCZFMartinJNichollsWLO’ReillyJTen years of interviewing without interviews: The telepanelComputer assisted survey information collection1998New YorkWiley409429
– reference: TourangeauRConradFGCouperMPThe science of Web surveys2013OxfordOxford University Press10.1093/acprof:oso/9780199747047.001.0001
– reference: BethlehemJGrovesRDillmanDEltingeRLittleLWeighting nonresponse adjustments based on auxiliary informationSurvey nonresponse2002New YorkWiley275288
– reference: MillerJGroverRVriensMOnline marketing researchThe handbook of marketing research: Uses, misuses, and future advances2006Thousand OaksSage11013110.4135/9781412973380.n7
– reference: ChangLKrosnickJANational surveys via RDD telephone interviewing versus the Internet: Comparing sample representativeness and response qualityPublic Opinion Quarterly20097364167810.1093/poq/nfp075
– reference: Baker, R., Brick, J. M., Bates, N. A., Battaglia, M., Couper, M. P., Dever, J. A., . . . Tourangeau, R. (2013). Summary report of the AAPOR Task Force on Non-probability Sampling. Journal of Survey Statistics and Methodology, 1, 90–143. doi:10.1093/jssam/smt008
– reference: PazSHSpritzerKLMoralesLSHaysRDEvaluation of the Patient-Reported Outcomes Information System (PROMIS®) Spanish physical functioning itemsQuality of Life Research20132218191830368310010.1007/s11136-012-0292-623124505
– start-page: 275
  volume-title: Survey nonresponse
  year: 2002
  ident: 617_CR3
– ident: 617_CR11
– ident: 617_CR1
  doi: 10.1093/jssam/smt008
– volume: 15
  year: 2013
  ident: 617_CR5
  publication-title: Journal of Medical Internet Research
  doi: 10.2196/jmir.2903
– volume-title: The science of Web surveys
  year: 2013
  ident: 617_CR23
  doi: 10.1093/acprof:oso/9780199747047.001.0001
– start-page: 110
  volume-title: The handbook of marketing research: Uses, misuses, and future advances
  year: 2006
  ident: 617_CR14
  doi: 10.4135/9781412973380.n7
– volume: 78
  start-page: 233
  year: 2014
  ident: 617_CR9
  publication-title: Public Opinion Quarterly
  doi: 10.1093/poq/nfu009
– ident: 617_CR16
– start-page: 77
  volume-title: Social and behavioral research and the Internet: Advances in applied methods and research strategies
  year: 2011
  ident: 617_CR20
– ident: 617_CR6
  doi: 10.1097/MLR.0b013e31814848f1
– volume: 80
  start-page: S2
  issue: Suppl. 3
  year: 2013
  ident: 617_CR7
  publication-title: Neurology
  doi: 10.1212/WNL.0b013e3182872e5f
– volume: 76
  start-page: 470
  year: 2012
  ident: 617_CR21
  publication-title: Public Opinion Quarterly
  doi: 10.1093/poq/nfs037
– volume: 75
  start-page: 709
  year: 2011
  ident: 617_CR25
  publication-title: Public Opinion Quarterly
  doi: 10.1093/poq/nfr020
– volume: 63
  start-page: 1169
  year: 2010
  ident: 617_CR13
  publication-title: Journal of Clinical Epidemiology
  doi: 10.1016/j.jclinepi.2009.11.021
– volume: 173
  start-page: 118
  year: 2011
  ident: 617_CR24
  publication-title: American Journal of Epidemiology
  doi: 10.1093/aje/kwq322
– ident: 617_CR12
– volume: 22
  start-page: 1819
  year: 2013
  ident: 617_CR15
  publication-title: Quality of Life Research
  doi: 10.1007/s11136-012-0292-6
– volume: 72
  start-page: 167
  year: 2008
  ident: 617_CR8
  publication-title: Public Opinion Quarterly
  doi: 10.1093/poq/nfn011
– volume: 12
  start-page: 1035
  year: 2009
  ident: 617_CR10
  publication-title: Value in Health
  doi: 10.1111/j.1524-4733.2009.00566.x
– volume: 14
  start-page: 144
  year: 1986
  ident: 617_CR19
  publication-title: European Research
– volume: 37
  start-page: 291
  year: 2009
  ident: 617_CR22
  publication-title: Sociological Methods and Research
  doi: 10.1177/0049124108327128
– volume: 3
  start-page: 132
  issue: 1
  year: 2013
  ident: 617_CR2
  publication-title: Primary Health Care
– volume: 1
  start-page: 111
  year: 2013
  ident: 617_CR17
  publication-title: Journal of Survey Statistics and Methodology
  doi: 10.1093/jssam/smt009
– volume: 73
  start-page: 641
  year: 2009
  ident: 617_CR4
  publication-title: Public Opinion Quarterly
  doi: 10.1093/poq/nfp075
– start-page: 409
  volume-title: Computer assisted survey information collection
  year: 1998
  ident: 617_CR18
SSID ssj0038214
Score 2.5721452
Snippet The use of Internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less...
Use of internet panels to collect survey data is increasing because it is cost-effective, enables access to large and diverse samples quickly, takes less time...
SourceID pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 685
SubjectTerms Behavioral Science and Psychology
Cognitive Psychology
Computer platforms
Data collection
Humans
Internet
Internet - statistics & numerical data
Psychology
Sampling Studies
Social networks
Surveys and Questionnaires
Title Use of Internet panels to conduct surveys
URI https://link.springer.com/article/10.3758/s13428-015-0617-9
https://www.ncbi.nlm.nih.gov/pubmed/26170052
https://www.proquest.com/docview/1708607344
https://www.proquest.com/docview/1706208408
https://pubmed.ncbi.nlm.nih.gov/PMC4546874
Volume 47
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEB5097IX8W11XSp4USm2adK0x0VWF0VPFtZTadIUBWll2xX89076wnVV8NwJab95ZCaTfgE4FYIpl_qxRZWbWpQkmgOSMAuLZ7QnwamoNnPuH7xpSG9nbNb8x120p93blmQVqXVdiUntZeG4VLMpO0zfRsCtYB36DEt37Y0hGbfh1_WJQ-v25c_Dlheglaxy9XDktw5ptfBcb8JGkzGa41rFW7Cmsm0YdIHrYwfOwkKZeWrWu3uqNNHDcckzy9zEalcTuprFYv6OOtuF8HryeDW1misQLMlcXloktpVSksYeY5wm3FeJIwT6HHOFTJ2Eeb4rvDiWCdFE5kFAHMQ4Zmni-LhQp-4e9LI8Uwdgcj9VKCgVJiWUEhETlabCJpJ6REqZGGC3uESy4QfX11S8RlgnaCijGsoIoYw0lFFgwHk35K0mx_hLeNiCHTV-UkQOx5IKowylBpx0j9HCddsCscoXlYxHbCxEfQP2a910s1V88jYjBvAlrXUCmj17-Un28lyxaFNGPZ_jvBetfr-81m8fcfgv6SMYkMrw9JG0IfTK-UIdYw5TihH0xzdPd5NRZbufnajrWA
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwED90PrgX8dvq1Aq-qBTbNGm6xyGOqdueNthbaNIUBdlk7QT_ey_9wjkVfG0upL273Ecu_R3ApZRM-zSMHKr9xKEkNhiQhDmYPKM-SU5lfpgzGAa9MX2csEn5H3da3XavSpK5pTZ5JQa1t6nnU4Om7DHTjYA77XXYwFggNG0LxqRTmV984NGifPnztGUHtBJVrl6O_FYhzR1Pdxu2yojR7hQi3oE1Pd2FZm24Pvbgapxqe5bYxemezmzc4ejy7GxmY7ZrAF3tdDF_R5ntw7h7P7rrOWULBEcxn2cOiVyttaJRwBinMQ917EmJe475UiVezILQl0EUqZgYIPN2m3jI44glsReio078A2hMZ1N9BDYPE42ESmNQQimREdFJIl2iaECUUrEFbsUXoUp8cNOm4lVgnmBYKQpWCmSlMKwUbQuu6ylvBTjGX8Stitmi3Cep8DimVGhlKLXgoh5GDTdlC-TVbJHTBMTFRDS04LCQTb1ajifvMmIBX5JaTWDQs5dHpi_POYo2ZTQIOa57U8n3y2v99hHH_6I-h83eaNAX_Yfh0wk0Sa6E5npaCxrZfKFPMZ7J5Fmuv594IOy3
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1bS-QwFD6ssyC-iLvrpTrrdmFfVinT3JrOo6iDexMfHJi30KQJCtIR2xH89570hrNewOeckObck5N-B-CH1sIynmYRt8xFnOYeA5KKCA_PqE9acl1f5vw7T86m_PdMzNo-p2X32r0rSTb_NHiUpqIa3ebOmzjDBHdUEsY9sjIRvjOBjMYr8BG9MfGKPqVHnStmKSW8KWW-PG05GD3LMJ8_lPyvWloHockGrLfZY3jUiPsTfLDFZ1jrndjDF_g5LW04d2Fz02erEK0dw19YzUPcogd3DcvF3T3KbxOmk9PL47OobYcQGcFkFdEsttYaniVCSJ7L1OZEa7Q_wbRxJBdJynSSZSanHtR8PKYE-Z0Jl5MUg7ZjWzAo5oXdgVCmziKhsZigcE51Rq1zOqaGJ9QYkwcQd3xRpsUK9y0rbhSeGTwrVcNKhaxUnpVqHMBBP-W2Acp4i3jYMVu1NlMqIvF4hR6H8wC-98Oo7b6EgbyaL2qahMZ4KE0D2G5k069WY8vHggYgl6TWE3gk7eWR4vqqRtTmgiepxHUPO_k--azXNrH7LupvsHpxMlF_f53_2YM1Wuugf6k2hEF1t7BfMbWp9H6tvo__IvDz
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Use+of+Internet+panels+to+conduct+surveys&rft.jtitle=Behavior+research+methods&rft.au=Hays%2C+Ron+D.&rft.au=Liu%2C+Honghu&rft.au=Kapteyn%2C+Arie&rft.date=2015-09-01&rft.issn=1554-3528&rft.eissn=1554-3528&rft.volume=47&rft.issue=3&rft.spage=685&rft.epage=690&rft_id=info:doi/10.3758%2Fs13428-015-0617-9&rft.externalDBID=n%2Fa&rft.externalDocID=10_3758_s13428_015_0617_9
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1554-3528&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1554-3528&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1554-3528&client=summon