Practitioner's Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls
Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overv...
Uloženo v:
| Vydáno v: | Critical care medicine Ročník 49; číslo 1; s. e63 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
United States
01.01.2021
|
| Témata: | |
| ISSN: | 1530-0293, 1530-0293 |
| On-line přístup: | Zjistit podrobnosti o přístupu |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. |
|---|---|
| AbstractList | Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data.Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the application of latent class analysis in the fields of critical care, respiratory medicine, and beyond. In this review, we present a brief overview of the principles behind latent class analysis. Furthermore, in a stepwise manner, we outline the key processes necessary to perform latent class analysis including some of the challenges and pitfalls faced at each of these steps. The review provides a one-stop shop for investigators seeking to apply latent class analysis to their data. |
| Author | Calfee, Carolyn S Delucchi, Kevin L Sinha, Pratik |
| Author_xml | – sequence: 1 givenname: Pratik surname: Sinha fullname: Sinha, Pratik organization: Department of Anesthesia, University of California, San Francisco, San Francisco, CA – sequence: 2 givenname: Carolyn S surname: Calfee fullname: Calfee, Carolyn S organization: Department of Anesthesia, University of California, San Francisco, San Francisco, CA – sequence: 3 givenname: Kevin L surname: Delucchi fullname: Delucchi, Kevin L organization: Department of Psychiatry, University of California, San Francisco, San Francisco, CA |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33165028$$D View this record in MEDLINE/PubMed |
| BookMark | eNpNkD1PwzAYhC1URGnhHyDkDZYUf8ROzFZFUJBa0aF7cBwbjBy7xM7Qf08QReq73KvT3TPcDEx88BqAG4wWGInioao2C3RyeYHRGbjEjKIMEUEnJ_8UzGL8QgjnrKAXYEop5gyR8hK8b3upkk12hPd3Ea4G22qYAlzLpH2ClZMxwqWX7hBtfIQbnT5DG1z4sEo6WAUfx0IvfwERSt-OVtcFD7c2GelcvALno0Z9fdQ52D0_7aqXbP22eq2W60wxXqLMaMqNxk3RItK0GGtMRZELUsgyl8xwWiLDkVCMEGmEVpKVDTaGq0ZhTDSZg_s_7L4P34OOqe5sVNo56XUYYk1yVgomOMnH6O0xOjSdbut9bzvZH-r_UcgP_N5m5A |
| CitedBy_id | crossref_primary_10_1016_j_ijintrel_2024_102038 crossref_primary_10_3389_fpubh_2025_1602085 crossref_primary_10_3389_fpsyg_2024_1353809 crossref_primary_10_1007_s41542_025_00219_0 crossref_primary_10_3389_fnut_2025_1479614 crossref_primary_10_1093_ecco_jcc_jjae183 crossref_primary_10_1097_BOT_0000000000002868 crossref_primary_10_1186_s12889_024_18066_z crossref_primary_10_1177_15412040241298282 crossref_primary_10_1038_s41698_023_00412_w crossref_primary_10_1007_s12144_024_06267_z crossref_primary_10_1016_j_ejim_2025_05_020 crossref_primary_10_3389_fdpys_2024_1404235 crossref_primary_10_1177_08903344241274748 crossref_primary_10_1097_CCM_0000000000005751 crossref_primary_10_1016_j_accpm_2025_101559 crossref_primary_10_1093_eurjcn_zvaf061 crossref_primary_10_1097_CCE_0000000000001178 crossref_primary_10_1213_ANE_0000000000006727 crossref_primary_10_3389_fcvm_2022_814610 crossref_primary_10_1186_s12889_025_22678_4 crossref_primary_10_1016_j_drugpo_2025_105012 crossref_primary_10_3390_nu15194196 crossref_primary_10_1038_s41588_025_02224_z crossref_primary_10_3389_fpsyt_2025_1581640 crossref_primary_10_1017_S0033291725001175 crossref_primary_10_1016_j_imu_2025_101649 crossref_primary_10_4103_jrms_jrms_728_22 crossref_primary_10_3390_ijerph22071062 crossref_primary_10_7189_jogh_14_04091 crossref_primary_10_1007_s11764_024_01722_z crossref_primary_10_3390_healthcare12222318 crossref_primary_10_1016_j_heliyon_2024_e38931 crossref_primary_10_1007_s12144_025_08148_5 crossref_primary_10_1016_j_childyouth_2025_108136 crossref_primary_10_1007_s15010_025_02607_8 crossref_primary_10_1016_j_landurbplan_2024_105080 crossref_primary_10_1016_j_diabres_2024_111971 crossref_primary_10_1016_j_resplu_2023_100435 crossref_primary_10_1186_s13054_024_05061_4 crossref_primary_10_1016_S2213_2600_22_00483_0 crossref_primary_10_3390_app15116237 crossref_primary_10_1177_07311214251321447 crossref_primary_10_1016_j_jad_2023_11_087 crossref_primary_10_1177_01466216251344288 crossref_primary_10_5547_01956574_45_2_cwin crossref_primary_10_3389_fpsyt_2024_1326988 crossref_primary_10_1002_bcp_70244 crossref_primary_10_1016_j_chiabu_2023_106438 crossref_primary_10_1039_D4SE00392F crossref_primary_10_2478_fprj_2025_0007 crossref_primary_10_1016_j_lindif_2024_102577 crossref_primary_10_7475_kjan_2024_36_3_228 crossref_primary_10_1016_j_jclinepi_2024_111644 crossref_primary_10_1016_j_yebeh_2024_109821 crossref_primary_10_1016_j_jpain_2024_104709 crossref_primary_10_1016_j_jval_2023_10_012 crossref_primary_10_1186_s12909_024_05206_7 crossref_primary_10_1111_jcpp_14158 crossref_primary_10_1111_hiv_70031 crossref_primary_10_1097_CCM_0000000000006845 crossref_primary_10_1128_jmbe_00012_25 crossref_primary_10_1186_s12912_024_02007_7 crossref_primary_10_1002_nop2_2146 crossref_primary_10_1177_14789299241297801 crossref_primary_10_1016_j_jenvp_2024_102251 crossref_primary_10_1016_S2213_2600_21_00365_9 crossref_primary_10_2196_45223 crossref_primary_10_1002_alz_70516 crossref_primary_10_3390_educsci15030295 crossref_primary_10_1017_S2040174425000029 crossref_primary_10_1097_j_pain_0000000000003261 crossref_primary_10_34067_KID_0000000000000201 crossref_primary_10_1186_s12876_024_03239_2 crossref_primary_10_1513_AnnalsATS_202406_587OC crossref_primary_10_1177_08982643241311632 crossref_primary_10_1038_s41390_024_03505_9 crossref_primary_10_1097_PCC_0000000000003244 crossref_primary_10_4037_ajcc2023980 crossref_primary_10_1007_s11145_024_10584_x crossref_primary_10_1097_CCM_0000000000005704 crossref_primary_10_1016_j_ccc_2023_03_002 crossref_primary_10_1111_ggi_14930 crossref_primary_10_1111_famp_13086 crossref_primary_10_1186_s12884_025_07332_6 crossref_primary_10_1016_j_displa_2024_102853 crossref_primary_10_1186_s12877_024_04848_y crossref_primary_10_1007_s00198_023_06882_9 crossref_primary_10_3389_fmed_2024_1380715 crossref_primary_10_1016_j_dcn_2024_101428 crossref_primary_10_1002_rco2_70009 crossref_primary_10_1093_eurjcn_zvaf010 crossref_primary_10_1089_chi_2024_0243 crossref_primary_10_1080_10494820_2024_2331646 crossref_primary_10_1186_s12877_025_06119_w crossref_primary_10_1016_j_eatbeh_2025_101971 crossref_primary_10_1016_j_childyouth_2025_108382 crossref_primary_10_1097_CCM_0000000000005816 crossref_primary_10_1136_bmjopen_2023_077869 crossref_primary_10_1016_j_pnpbp_2025_111397 crossref_primary_10_1001_jamanetworkopen_2024_22196 crossref_primary_10_1080_01634372_2025_2540524 crossref_primary_10_1016_j_jsr_2024_11_014 crossref_primary_10_1038_s41598_025_18552_3 crossref_primary_10_1186_s12889_024_19906_8 crossref_primary_10_1016_j_jacep_2024_06_022 crossref_primary_10_1097_j_pain_0000000000003326 crossref_primary_10_1177_01987429231225633 crossref_primary_10_3310_XCGE3294 crossref_primary_10_1080_14693062_2025_2522828 crossref_primary_10_1088_1748_9326_ad1fa6 crossref_primary_10_1016_j_chb_2024_108551 crossref_primary_10_1016_j_ejtd_2024_100463 crossref_primary_10_1161_JAHA_122_027689 crossref_primary_10_1057_s41271_024_00516_y crossref_primary_10_1007_s11469_025_01489_z crossref_primary_10_1016_j_scog_2025_100374 crossref_primary_10_1016_j_socscimed_2025_117906 crossref_primary_10_3390_ijerph20156439 crossref_primary_10_3390_psych6010023 crossref_primary_10_1007_s11524_024_00925_0 crossref_primary_10_1097_ICO_0000000000003222 crossref_primary_10_1016_j_jamda_2025_105589 crossref_primary_10_1007_s11606_024_09037_6 crossref_primary_10_1016_j_jsams_2025_05_008 crossref_primary_10_14814_phy2_15048 crossref_primary_10_1111_all_16409 crossref_primary_10_1177_09596801241306440 crossref_primary_10_1186_s12912_025_02964_7 crossref_primary_10_1016_j_ejtd_2025_100548 crossref_primary_10_1186_s12877_024_05158_z crossref_primary_10_1016_j_hrthm_2025_09_003 crossref_primary_10_1097_JNC_0000000000000584 crossref_primary_10_3389_fmed_2025_1493359 crossref_primary_10_3389_fpsyg_2023_1161418 crossref_primary_10_1111_mcn_13799 crossref_primary_10_1016_j_ebiom_2021_103770 crossref_primary_10_1007_s12672_025_02016_1 crossref_primary_10_1016_j_jamda_2025_105697 crossref_primary_10_1016_j_ccc_2021_05_005 crossref_primary_10_1016_j_ijcard_2024_132748 crossref_primary_10_1016_j_iccn_2024_103761 crossref_primary_10_1001_jamanetworkopen_2024_30711 crossref_primary_10_1097_QAD_0000000000004235 crossref_primary_10_1186_s12939_024_02300_6 crossref_primary_10_1080_10826084_2024_2403109 crossref_primary_10_1186_s12889_024_17888_1 crossref_primary_10_1111_jocd_16686 crossref_primary_10_3390_jcm12041563 crossref_primary_10_1016_j_jclinepi_2022_05_009 crossref_primary_10_1002_cam4_70425 crossref_primary_10_1007_s11749_025_00973_x crossref_primary_10_1016_j_jcrimjus_2024_102309 crossref_primary_10_1186_s12877_024_05345_y crossref_primary_10_1002_alz_13419 crossref_primary_10_1017_S1047951125000253 crossref_primary_10_1097_DBP_0000000000001246 crossref_primary_10_1080_23249935_2023_2230310 crossref_primary_10_1002_nur_70001 crossref_primary_10_1016_j_chiabu_2024_106770 crossref_primary_10_3389_fpubh_2023_1183483 crossref_primary_10_1016_j_archger_2023_105171 crossref_primary_10_1177_13872877251371734 crossref_primary_10_1080_23794925_2025_2562883 crossref_primary_10_1371_journal_pone_0289344 crossref_primary_10_3390_pediatric16040096 crossref_primary_10_1177_1877718X251327752 crossref_primary_10_1016_j_ijchp_2024_100532 crossref_primary_10_1111_ijsw_70031 crossref_primary_10_2337_dc21_2521 crossref_primary_10_1016_j_whi_2024_03_002 crossref_primary_10_1007_s11469_023_01098_8 crossref_primary_10_3389_fpubh_2025_1586215 crossref_primary_10_1192_bjp_2025_4 crossref_primary_10_1002_nur_70011 crossref_primary_10_1016_j_hrtlng_2024_02_011 crossref_primary_10_1016_j_jad_2023_12_078 crossref_primary_10_1093_cid_ciae338 crossref_primary_10_1017_S0033291724002113 crossref_primary_10_1016_j_jafr_2025_101690 crossref_primary_10_1186_s12912_025_02715_8 crossref_primary_10_1186_s12889_024_20427_7 crossref_primary_10_1089_jwh_2024_0927 crossref_primary_10_16993_sjwop_341 crossref_primary_10_1016_j_amepre_2025_108064 crossref_primary_10_1016_j_chiabu_2024_106754 crossref_primary_10_25259_ijmr_664_23 crossref_primary_10_1161_ATVBAHA_123_319200 crossref_primary_10_1186_s12875_024_02462_w crossref_primary_10_1186_s40635_025_00744_w crossref_primary_10_1177_26350106251336311 crossref_primary_10_12688_f1000research_75010_1 crossref_primary_10_1016_j_ebiom_2021_103697 crossref_primary_10_1186_s13054_024_04943_x crossref_primary_10_1016_j_jpsychores_2022_111050 crossref_primary_10_1016_j_tjpad_2025_100162 crossref_primary_10_1007_s12310_024_09664_8 crossref_primary_10_1186_s44167_024_00049_5 crossref_primary_10_1186_s12954_023_00824_8 crossref_primary_10_1177_07334648241246484 crossref_primary_10_3390_ijerph22050755 crossref_primary_10_1371_journal_pone_0326413 crossref_primary_10_1186_s12877_024_04812_w crossref_primary_10_1007_s10964_024_01950_7 crossref_primary_10_1017_S0954579425100242 crossref_primary_10_3389_fpsyg_2025_1538464 crossref_primary_10_1002_jmcd_12316 crossref_primary_10_1007_s40271_023_00641_y crossref_primary_10_1371_journal_pone_0291997 crossref_primary_10_1007_s10389_025_02472_7 crossref_primary_10_1007_s11469_024_01295_z crossref_primary_10_1097_CCE_0000000000001138 crossref_primary_10_1016_j_foodres_2024_114994 crossref_primary_10_1016_j_josat_2023_209282 crossref_primary_10_1007_s12028_022_01475_6 crossref_primary_10_1007_s12310_025_09761_2 crossref_primary_10_1016_j_ecresq_2024_04_006 crossref_primary_10_1016_j_socnet_2025_08_003 crossref_primary_10_1007_s11060_024_04704_4 crossref_primary_10_1016_j_jpeds_2024_114069 crossref_primary_10_1186_s12903_024_04207_8 crossref_primary_10_1016_j_gerinurse_2025_01_039 crossref_primary_10_1016_j_lanwpc_2024_101253 crossref_primary_10_1542_peds_2024_066076 crossref_primary_10_1080_10494820_2024_2400072 crossref_primary_10_1159_000530353 crossref_primary_10_1016_j_abrep_2025_100597 crossref_primary_10_1177_24705470251350144 crossref_primary_10_1002_imhj_70021 crossref_primary_10_1016_j_archger_2024_105657 crossref_primary_10_1061_JMENEA_MEENG_5594 crossref_primary_10_1007_s42380_024_00247_4 crossref_primary_10_1016_j_tate_2025_105159 crossref_primary_10_1080_1068316X_2025_2538147 crossref_primary_10_1016_j_cities_2025_106321 crossref_primary_10_3389_fpubh_2024_1396684 crossref_primary_10_1093_jamiaopen_ooad043 crossref_primary_10_1186_s12903_024_04844_z crossref_primary_10_1161_JAHA_125_042858 crossref_primary_10_1371_journal_pone_0316759 crossref_primary_10_3390_bs14070587 crossref_primary_10_1136_heartjnl_2025_325740 crossref_primary_10_3390_ejihpe15090185 crossref_primary_10_1016_j_jclinepi_2023_05_025 crossref_primary_10_1016_j_jclinepi_2023_05_026 crossref_primary_10_1177_02724316251343105 crossref_primary_10_1016_j_erss_2025_104240 crossref_primary_10_1007_s12687_024_00697_9 crossref_primary_10_1038_s41398_024_03114_4 crossref_primary_10_1001_jamanetworkopen_2025_30677 crossref_primary_10_1017_S136672892400097X crossref_primary_10_1016_j_jogn_2024_07_004 crossref_primary_10_1111_nmo_14898 crossref_primary_10_1177_21533687241277254 crossref_primary_10_1186_s12912_024_01862_8 crossref_primary_10_1016_j_foodqual_2025_105538 crossref_primary_10_1007_s12024_024_00913_5 crossref_primary_10_1016_S2213_2600_23_00237_0 crossref_primary_10_1038_s41598_022_26665_2 crossref_primary_10_1024_2673_8627_a000078 crossref_primary_10_1111_head_14950 crossref_primary_10_1002_ejp_4785 crossref_primary_10_1111_anae_15700 crossref_primary_10_1017_S0954579425100217 crossref_primary_10_1097_CCE_0000000000001274 crossref_primary_10_1053_j_ajkd_2023_01_449 crossref_primary_10_1080_02699931_2025_2507692 crossref_primary_10_1371_journal_pone_0311077 crossref_primary_10_1111_jora_12892 crossref_primary_10_1016_j_ajt_2023_01_020 crossref_primary_10_1016_j_ebiom_2023_104942 crossref_primary_10_1038_s41598_025_96718_9 crossref_primary_10_1186_s12912_025_03129_2 crossref_primary_10_1002_ijc_34646 crossref_primary_10_1016_j_jad_2023_10_139 crossref_primary_10_1177_15412040231153116 crossref_primary_10_3389_fmed_2021_632933 crossref_primary_10_1038_s41598_024_63961_5 crossref_primary_10_1002_ams2_760 crossref_primary_10_1016_S2213_2600_21_00382_9 crossref_primary_10_1186_s12888_025_06637_2 crossref_primary_10_1016_j_jpsychires_2025_01_056 crossref_primary_10_3389_fpsyt_2023_1192693 crossref_primary_10_1186_s13195_024_01528_2 crossref_primary_10_3389_fpsyg_2023_1129306 crossref_primary_10_3310_TTND8896 crossref_primary_10_3389_fendo_2022_1007171 crossref_primary_10_3389_fpsyg_2025_1532502 crossref_primary_10_1016_j_childyouth_2024_107785 crossref_primary_10_3389_fnagi_2022_1001241 crossref_primary_10_1371_journal_pone_0299316 crossref_primary_10_1371_journal_pone_0324723 crossref_primary_10_1007_s00520_025_09871_2 crossref_primary_10_1080_07380569_2023_2180338 crossref_primary_10_1111_dom_15768 crossref_primary_10_1186_s12891_024_07854_8 crossref_primary_10_1080_07900627_2025_2551097 crossref_primary_10_1007_s12529_025_10375_w crossref_primary_10_1016_j_addbeh_2025_108290 crossref_primary_10_3389_fnagi_2022_1063721 crossref_primary_10_1002_ijc_34650 crossref_primary_10_1080_10538712_2024_2434852 crossref_primary_10_1177_08862605251322819 crossref_primary_10_1038_s41598_025_96362_3 crossref_primary_10_1016_j_socscimed_2024_117096 crossref_primary_10_1093_jbcr_irae186 crossref_primary_10_1002_pon_6312 crossref_primary_10_1080_17482798_2025_2504879 crossref_primary_10_1016_j_healthplace_2024_103246 crossref_primary_10_1186_s12889_025_23769_y crossref_primary_10_1007_s10212_024_00937_z crossref_primary_10_1016_j_ejon_2023_102287 crossref_primary_10_1016_j_jcrc_2024_154792 crossref_primary_10_1016_j_ijdrr_2025_105553 crossref_primary_10_1002_nur_22336 crossref_primary_10_1186_s12933_024_02511_9 crossref_primary_10_1371_journal_pone_0286588 crossref_primary_10_1007_s11904_021_00561_2 crossref_primary_10_1016_S2213_2600_21_00381_7 crossref_primary_10_3390_nu16050608 crossref_primary_10_1177_10634266251326078 crossref_primary_10_3389_ijph_2024_1606788 crossref_primary_10_1017_S2045796024000118 crossref_primary_10_1177_08862605241284087 crossref_primary_10_1007_s10802_023_01145_x crossref_primary_10_1038_s41390_025_04057_2 crossref_primary_10_1177_08862605241286026 crossref_primary_10_1016_j_tjnut_2025_06_020 crossref_primary_10_1161_JAHA_124_036245 crossref_primary_10_1186_s13054_024_05046_3 crossref_primary_10_1007_s11469_024_01255_7 crossref_primary_10_1097_NCC_0000000000001316 crossref_primary_10_1111_acps_13750 crossref_primary_10_1016_j_bodyim_2025_101889 crossref_primary_10_1097_j_pain_0000000000002981 crossref_primary_10_1002_nop2_1980 crossref_primary_10_1111_add_70182 crossref_primary_10_3390_nu16223835 crossref_primary_10_1016_j_ecresq_2024_09_002 crossref_primary_10_1007_s00213_025_06758_2 crossref_primary_10_1016_j_jad_2024_01_078 crossref_primary_10_1038_s41598_023_30030_2 crossref_primary_10_1186_s12888_025_06623_8 crossref_primary_10_1111_sltb_13111 crossref_primary_10_1016_j_jpsychires_2023_09_020 crossref_primary_10_1038_s41598_025_13058_4 crossref_primary_10_1186_s13054_022_04251_2 crossref_primary_10_3389_fpubh_2025_1544463 crossref_primary_10_1177_0169796X241313020 crossref_primary_10_1016_j_gerinurse_2022_04_021 crossref_primary_10_1038_s41598_025_99255_7 crossref_primary_10_1038_s41398_023_02321_9 crossref_primary_10_1038_s41598_025_10152_5 crossref_primary_10_1016_j_addbeh_2025_108260 crossref_primary_10_1177_02683555241287672 crossref_primary_10_1192_bjo_2023_1 crossref_primary_10_1136_bmjqs_2022_015637 crossref_primary_10_1093_postmj_qgaf133 crossref_primary_10_1093_ajhp_zxae139 crossref_primary_10_2196_46807 crossref_primary_10_1186_s12877_022_03538_x crossref_primary_10_1186_s12882_024_03583_1 crossref_primary_10_1016_j_apjon_2025_100713 crossref_primary_10_1080_01612840_2025_2490286 crossref_primary_10_1016_j_jenvman_2025_124605 crossref_primary_10_1161_JAHA_124_039455 crossref_primary_10_1097_PCC_0000000000003800 crossref_primary_10_1017_S2045796024000891 crossref_primary_10_1016_j_socscimed_2025_117698 crossref_primary_10_1097_NCC_0000000000001422 crossref_primary_10_1177_07334648231210680 crossref_primary_10_2196_50189 crossref_primary_10_1007_s00134_023_07244_z crossref_primary_10_1016_j_rmed_2024_107613 crossref_primary_10_1007_s10875_022_01386_3 crossref_primary_10_1186_s13054_022_04121_x crossref_primary_10_1080_17425255_2025_2503848 crossref_primary_10_1542_peds_2024_068774 crossref_primary_10_3389_fped_2022_1019314 crossref_primary_10_1111_ajag_70010 crossref_primary_10_2196_63252 crossref_primary_10_1186_s13054_025_05447_y crossref_primary_10_1056_EVIDoa2400359 crossref_primary_10_1186_s40359_024_02196_5 crossref_primary_10_1016_j_hrthm_2025_05_012 crossref_primary_10_1016_j_apjon_2024_100651 crossref_primary_10_1093_ntr_ntaf076 crossref_primary_10_3389_fpsyt_2024_1296449 crossref_primary_10_56083_RCV5N9_068 crossref_primary_10_1016_j_ijcard_2022_11_038 crossref_primary_10_1016_j_ypmed_2025_108384 crossref_primary_10_1111_jcpp_13835 crossref_primary_10_1371_journal_pone_0321398 crossref_primary_10_1002_jcv2_70032 crossref_primary_10_1111_risa_70090 crossref_primary_10_1097_CCE_0000000000001314 crossref_primary_10_1097_CCE_0000000000001312 crossref_primary_10_1111_acps_13826 crossref_primary_10_1097_CCM_0000000000005054 crossref_primary_10_1080_22423982_2024_2322186 crossref_primary_10_1111_ctr_15262 crossref_primary_10_1016_j_jaac_2025_03_020 crossref_primary_10_3389_fpubh_2024_1365105 crossref_primary_10_1177_13607804251356889 crossref_primary_10_1016_j_surg_2024_03_042 crossref_primary_10_1016_j_jaac_2025_03_027 crossref_primary_10_1002_ijc_35219 crossref_primary_10_1371_journal_pone_0326733 crossref_primary_10_1002_smi_3494 crossref_primary_10_1007_s42448_025_00231_5 crossref_primary_10_5964_ijpr_13595 crossref_primary_10_1016_j_bbi_2024_07_019 crossref_primary_10_3390_ijerph22060914 crossref_primary_10_1111_jsr_70169 crossref_primary_10_1186_s13054_024_05004_z crossref_primary_10_1188_25_ONF_137_150 crossref_primary_10_1164_rccm_202402_0339OC crossref_primary_10_1177_10717641231202738 crossref_primary_10_1016_j_lindif_2025_102664 crossref_primary_10_1093_ageing_afaf227 crossref_primary_10_1007_s12144_025_07959_w crossref_primary_10_1016_j_anr_2025_01_010 crossref_primary_10_1007_s41105_024_00550_z crossref_primary_10_1016_j_tra_2024_104191 crossref_primary_10_3390_jcm12113695 crossref_primary_10_1016_j_chbr_2024_100574 crossref_primary_10_1016_j_ptsp_2025_08_004 crossref_primary_10_1016_j_xjmad_2025_100130 crossref_primary_10_1186_s12913_024_12052_2 crossref_primary_10_1016_j_psychres_2023_115677 crossref_primary_10_1016_j_ssmph_2024_101729 crossref_primary_10_1016_j_ajic_2024_11_010 crossref_primary_10_1016_j_jad_2024_01_138 crossref_primary_10_1002_jcad_12546 crossref_primary_10_1016_j_midw_2023_103845 crossref_primary_10_1080_10503307_2025_2528029 crossref_primary_10_1016_j_socscimed_2024_117493 crossref_primary_10_2196_49433 crossref_primary_10_1080_0167482X_2024_2437391 crossref_primary_10_1016_j_jiph_2024_04_017 crossref_primary_10_1136_bmjph_2023_000472 crossref_primary_10_1186_s40001_023_01268_3 crossref_primary_10_1371_journal_pone_0300220 crossref_primary_10_1016_j_jamda_2025_105836 crossref_primary_10_1016_j_psychres_2023_115666 crossref_primary_10_1016_j_paid_2024_112904 crossref_primary_10_1155_da_1295206 crossref_primary_10_1055_a_2559_9994 crossref_primary_10_3390_nu16071060 crossref_primary_10_1016_j_ijedudev_2022_102720 crossref_primary_10_4274_balkanmedj_galenos_2023_2023_4_6 crossref_primary_10_1177_23259671241300300 crossref_primary_10_1016_j_japh_2024_102091 crossref_primary_10_3389_fmed_2025_1509220 crossref_primary_10_1016_j_childyouth_2024_107716 crossref_primary_10_1371_journal_pmed_1004500 crossref_primary_10_1007_s10804_025_09521_1 crossref_primary_10_1016_j_jsbmb_2024_106609 crossref_primary_10_1123_jpah_2024_0497 crossref_primary_10_1002_sim_10156 crossref_primary_10_1016_j_ejon_2025_102797 crossref_primary_10_1016_j_jad_2024_02_086 crossref_primary_10_1016_j_jagp_2024_01_225 crossref_primary_10_1016_j_socscimed_2024_117029 crossref_primary_10_1016_j_drugpo_2024_104617 crossref_primary_10_1016_j_gerinurse_2025_103540 crossref_primary_10_1164_rccm_202308_1490OC crossref_primary_10_1057_s41599_024_03163_6 crossref_primary_10_1080_10409289_2024_2336434 crossref_primary_10_1371_journal_pone_0285446 crossref_primary_10_3390_healthcare13070763 crossref_primary_10_1016_j_jad_2024_01_230 crossref_primary_10_1186_s12889_024_20004_y crossref_primary_10_1186_s40536_023_00185_5 crossref_primary_10_1007_s11606_024_08751_5 crossref_primary_10_1017_S1047951125100772 crossref_primary_10_1136_thoraxjnl_2021_217158 crossref_primary_10_3201_eid2909_221754 crossref_primary_10_1038_s41390_022_02380_6 crossref_primary_10_1080_14693062_2025_2514106 crossref_primary_10_1016_j_jad_2024_10_074 crossref_primary_10_1186_s12933_025_02788_4 crossref_primary_10_1016_j_ebiom_2025_105756 crossref_primary_10_1016_j_jns_2022_120159 crossref_primary_10_1016_j_enbuild_2024_114712 crossref_primary_10_1016_j_chaos_2025_117098 crossref_primary_10_1016_j_diabres_2025_112037 crossref_primary_10_1111_all_16456 crossref_primary_10_1016_j_jacadv_2022_100126 crossref_primary_10_1016_j_xjmad_2024_100071 crossref_primary_10_1097_CCM_0000000000006458 crossref_primary_10_1186_s12877_025_06029_x crossref_primary_10_1016_j_alcohol_2023_08_008 crossref_primary_10_3390_children12050535 crossref_primary_10_1002_nop2_1218 crossref_primary_10_1016_j_jad_2024_09_026 crossref_primary_10_1080_23322705_2025_2487753 crossref_primary_10_1016_j_jtct_2023_02_018 crossref_primary_10_1001_jamanetworkopen_2025_0061 crossref_primary_10_1016_j_psychres_2024_115762 crossref_primary_10_1111_jmft_70066 crossref_primary_10_1016_j_ecolecon_2024_108446 crossref_primary_10_1016_j_jaacop_2025_06_003 crossref_primary_10_1016_j_chiabu_2025_107425 crossref_primary_10_1038_s41380_025_03031_y crossref_primary_10_1016_j_eclinm_2025_103305 crossref_primary_10_1002_emp2_12660 crossref_primary_10_1016_j_chiabu_2025_107309 crossref_primary_10_1186_s13034_025_00923_3 crossref_primary_10_1093_eurjcn_zvaf098 crossref_primary_10_1007_s40615_024_02087_w crossref_primary_10_1177_07334648251360818 crossref_primary_10_1371_journal_pone_0300784 crossref_primary_10_1177_07334648251360819 crossref_primary_10_3390_healthcare13060676 crossref_primary_10_5093_pi2025a10 crossref_primary_10_1080_26895269_2025_2527828 crossref_primary_10_1016_j_chiabu_2025_107671 crossref_primary_10_1016_j_jad_2024_08_203 crossref_primary_10_1186_s12916_024_03796_z crossref_primary_10_1016_j_chiabu_2025_107672 crossref_primary_10_1016_j_jad_2025_03_050 crossref_primary_10_1186_s40359_025_03094_0 crossref_primary_10_1186_s12889_024_18573_z crossref_primary_10_1007_s00431_025_06065_0 crossref_primary_10_1080_07418825_2025_2451311 crossref_primary_10_1155_arat_1843342 crossref_primary_10_1016_j_psychres_2023_115583 crossref_primary_10_1016_j_chstcc_2024_100062 crossref_primary_10_1164_rccm_202105_1302OC crossref_primary_10_1038_s41598_024_83607_w crossref_primary_10_1016_j_gerinurse_2025_103462 crossref_primary_10_1111_bjop_70021 crossref_primary_10_1371_journal_pone_0322515 crossref_primary_10_1016_j_ejon_2025_102867 crossref_primary_10_1016_j_apnr_2024_151857 crossref_primary_10_1080_21670811_2025_2540097 crossref_primary_10_1016_j_pedn_2024_11_015 crossref_primary_10_1016_j_foodqual_2023_104890 crossref_primary_10_1016_j_ccm_2024_08_005 crossref_primary_10_1007_s11251_025_09744_5 crossref_primary_10_1177_10901981241294229 crossref_primary_10_7759_cureus_77325 crossref_primary_10_1158_1055_9965_EPI_25_0011 crossref_primary_10_1186_s13054_024_04929_9 crossref_primary_10_1016_j_jad_2025_119668 crossref_primary_10_1038_s41380_024_02685_4 crossref_primary_10_1007_s11332_024_01261_1 crossref_primary_10_1016_j_psychres_2023_115689 crossref_primary_10_1093_swr_svaf004 crossref_primary_10_1016_j_jpain_2024_104621 crossref_primary_10_1016_j_socscimed_2024_117465 crossref_primary_10_1080_07853890_2025_2454330 crossref_primary_10_1186_s13054_024_04819_0 crossref_primary_10_1177_0044118X241260749 crossref_primary_10_1007_s11255_024_04045_1 crossref_primary_10_1016_j_appet_2025_107890 crossref_primary_10_1177_21676968241290555 crossref_primary_10_1192_bjo_2024_815 crossref_primary_10_1111_inr_70044 crossref_primary_10_1016_j_bbi_2025_02_020 |
| ContentType | Journal Article |
| Copyright | Copyright © 2020 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved. |
| Copyright_xml | – notice: Copyright © 2020 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved. |
| DBID | CGR CUY CVF ECM EIF NPM 7X8 |
| DOI | 10.1097/CCM.0000000000004710 |
| DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed MEDLINE - Academic |
| DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) MEDLINE - Academic |
| DatabaseTitleList | MEDLINE MEDLINE - Academic |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: 7X8 name: MEDLINE - Academic url: https://search.proquest.com/medline sourceTypes: Aggregation Database |
| DeliveryMethod | no_fulltext_linktorsrc |
| Discipline | Medicine |
| EISSN | 1530-0293 |
| ExternalDocumentID | 33165028 |
| Genre | Journal Article Review Research Support, N.I.H., Extramural |
| GrantInformation_xml | – fundername: NIGMS NIH HHS grantid: T32 GM008440 – fundername: NHLBI NIH HHS grantid: R35 HL140026 |
| GroupedDBID | --- .-D .XZ .Z2 01R 0R~ 1J1 354 40H 4Q1 4Q2 4Q3 53G 5GY 5RE 5VS 6J9 6PF 71W 77Y 7O~ AAAAV AAAXR AAGIX AAHPQ AAIQE AAJCS AAMOA AAMTA AAQKA AARTV AASCR AASOK AASXQ AAUEB AAWTL AAXQO AAYEP ABASU ABBUW ABDIG ABJNI ABOCM ABPPZ ABVCZ ABXVJ ABXYN ABZAD ABZZY ACDDN ACDOF ACEWG ACGFO ACGFS ACIJW ACILI ACLDA ACOAL ACWDW ACWRI ACXJB ACXNZ ACZKN ADGGA ADHPY AE3 AE6 AEBDS AENEX AFBFQ AFDTB AFEXH AFMBP AFNMH AFSOK AFUWQ AGINI AHOMT AHQNM AHQVU AHVBC AIJEX AINUH AJCLO AJIOK AJNWD AJZMW AKCTQ AKULP ALKUP ALMA_UNASSIGNED_HOLDINGS ALMTX AMJPA AMKUR AMNEI AOHHW AOQMC BOYCO BQLVK BYPQX C45 CGR CS3 CUY CVF DIWNM DU5 E.X EBS ECM EEVPB EIF ERAAH EX3 F2K F2L F2M F2N F5P FCALG FL- GNXGY GQDEL H0~ HLJTE HZ~ IKREB IKYAY IN~ IPNFZ JF9 JG8 JK3 JK8 K-A K-F K8S KD2 KMI L-C L7B N9A NPM N~7 N~B O9- OAG OAH OB4 OBH ODMTH ODZKP OHH OHYEH OL1 OLB OLG OLH OLU OLV OLY OLZ OPUJH OVD OVDNE OVIDH OVLEI OVOZU OWBYB OWU OWV OWW OWX OWY OWZ OXXIT P2P PONUX RIG RLZ S4R S4S TEORI TSPGW V2I VVN W3M WOQ WOW X3V X3W XXN XYM YCJ YFH YOC YOJ ZFV ZY1 ~9M 7X8 ABPXF ADKSD ADSXY |
| ID | FETCH-LOGICAL-c5680-fe36fe1b7d02bd11e13974927a84a5f6380f609c522af9eca58b1ff6cbc112e2 |
| IEDL.DBID | 7X8 |
| ISICitedReferencesCount | 669 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=00003246-202101000-00026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1530-0293 |
| IngestDate | Mon Sep 08 06:33:45 EDT 2025 Thu Apr 03 07:01:46 EDT 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| License | Copyright © 2020 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c5680-fe36fe1b7d02bd11e13974927a84a5f6380f609c522af9eca58b1ff6cbc112e2 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 ObjectType-Review-3 content type line 23 |
| OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/7746621 |
| PMID | 33165028 |
| PQID | 2458959624 |
| PQPubID | 23479 |
| ParticipantIDs | proquest_miscellaneous_2458959624 pubmed_primary_33165028 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-January-01 |
| PublicationDateYYYYMMDD | 2021-01-01 |
| PublicationDate_xml | – month: 01 year: 2021 text: 2021-January-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | United States |
| PublicationPlace_xml | – name: United States |
| PublicationTitle | Critical care medicine |
| PublicationTitleAlternate | Crit Care Med |
| PublicationYear | 2021 |
| SSID | ssj0014573 |
| Score | 2.729762 |
| SecondaryResourceType | review_article |
| Snippet | Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and statistical inference. There has been a recent upsurge in the... |
| SourceID | proquest pubmed |
| SourceType | Aggregation Database Index Database |
| StartPage | e63 |
| SubjectTerms | Data Interpretation, Statistical Humans Latent Class Analysis Statistics as Topic |
| Title | Practitioner's Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls |
| URI | https://www.ncbi.nlm.nih.gov/pubmed/33165028 https://www.proquest.com/docview/2458959624 |
| Volume | 49 |
| WOSCitedRecordID | wos00003246-202101000-00026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1JS8QwFA7qiHhxX8aNCIKnMtnaJl5EBkcPdpjDHOZW0ywwMLSj7fj7TbowXgTBHnJqIXl9ee_jfcn7ALgzWGdKWxQQLVHgM0QgBcHuhwgrpEIMK16LTcTjMZ_NxKQtuJXtscouJtaBWhfK18gHhIVceKkY9rj8CLxqlGdXWwmNTdCjDsp4r45naxaBhTXD7DY1CpDLa93VOREPhsOkaV3YPi5Go99BZp1sRvv_neYB2GthJnxq_OIQbJj8COwkLZF-DN5_9im6L-HLaq4NrAr45rBnXsFaKxN2HUseYFILTXeBEnYyn025D8pcQ3_TpMjhZF5ZuViUJ2A6ep4OX4NWbCFQYcRRYA2NrMFZrBHJNMbGQ0MmSCw5k6F12xTZCAnl8Jq0wigZ8gxbG6lMOchmyCnYyt2UzwGk1EihKRLEahZnjGv3ntWCW0KZpboPbjvTpc6XPUEhc1OsynRtvD44a-yfLpumGyml2IFJwi_-8PUl2CX-6EldKbkCPbfu0lyDbfVVzcvPm9pJ3DieJN8nSMaw |
| linkProvider | ProQuest |
| 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=Practitioner%27s+Guide+to+Latent+Class+Analysis%3A+Methodological+Considerations+and+Common+Pitfalls&rft.jtitle=Critical+care+medicine&rft.au=Sinha%2C+Pratik&rft.au=Calfee%2C+Carolyn+S&rft.au=Delucchi%2C+Kevin+L&rft.date=2021-01-01&rft.issn=1530-0293&rft.eissn=1530-0293&rft.volume=49&rft.issue=1&rft.spage=e63&rft_id=info:doi/10.1097%2FCCM.0000000000004710&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1530-0293&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1530-0293&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1530-0293&client=summon |