Dataset: Adolescent Insomnia Study Data

About this Dataset

Adolescent Insomnia Study Data

Overview

Data are based on self-report rating of demographic data and standardized questionnaires assessing insomnia-relevant factors in adolescents, including sleep quality and habits, sleep-related cognition, stress, and stress reactivity, coping and emotion regulation behavior, mood, personality, and childhood trauma. Data was collected as part of a larger study funded by the National Heart, Lung and Blood Institute investigating the pathophysiology of insomnia in adolescence. The study involved clinical interview for insomnia diagnosis, self-report evaluation of trait insomnia features, multi-nights of in-lab polysomnographic recordings, experimental manipulation of pre-sleep psychophysiological state, and actigraphy based remote assessment.

The dataset (insomnia_data.csv) includes empirical self-report data assessment. The insomnia_data.csv contains 95 records with 95 fields of the questionnaire composite scores, and 95 fields of the z-scored composite scores. The first column in all data tables contains the unidentified ID of the human subjects.
The insomnia_data_dictionary.csv describes the data dictionary in 95 rows and two columns: short name of the variables and the name of the instrument.
The insomnia_item_level_data.csv contains the-self reported data of the same subjects (95 records). The first row identifies the instrument (as shown in the insomnia_data_dictionary.csv), the second row identifies the questionnaire item as seen by the participants, and the third row represents the short name of the variable (insomnia_data_dictionary.csv).

Value of the Data

This data highlights the unique clinical features of adolescent insomnia by focusing on a sample of adolescents with clinical and sub-clinical insomnia as diagnosed from a semi-structured clinical interview according to the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) criteria, considering adolescents’ specific bio-behavioral and psychosocial aspects (e.g., preference for later bedtimes, early school start times).
The data presented here originates from rigorous and comprehensive assessment of a broad range of clinical features (>70 psychosocial factors measured via validated questionnaires) directly and indirectly associated with insomnia disorder.
We can extract easy to digest data visualization, highlighting the severity and the complexity of insomnia symptomatology across several behavioral and psychosocial factors.
This dataset and the associated figures have the potential to inform clinicians, data scientists and researchers from the developmental psychology and sleep domains.

Tables

Insomnia Data

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence.insomnia_data

146.07 KB
95 rows
174 columns


CREATE TABLE insomnia_data (
  "id" VARCHAR,
  "group" BIGINT,
  "subgroup" BIGINT,
  "remote" BIGINT,
  "sex" BIGINT,
  "age" DOUBLE,
  "american_indian" BIGINT,
  "asian" BIGINT,
  "native_hawaiian" BIGINT,
  "black" BIGINT,
  "white" BIGINT,
  "unknown_race" BIGINT,
  "hispanic" BIGINT,
  "nothispanic" BIGINT,
  "unknown_etnicity" BIGINT,
  "pds_female" DOUBLE,
  "pds_male" DOUBLE,
  "isi_total" BIGINT,
  "psqi_total" BIGINT,
  "bdi_total" BIGINT,
  "ashs_total" DOUBLE,
  "ashs_physiological" VARCHAR,
  "ashs_cognitive" DOUBLE,
  "ashs_emotional" DOUBLE,
  "ashs_sleepenvirnmont" DOUBLE,
  "ashs_daytimesleep" BIGINT,
  "ashs_substances" DOUBLE,
  "ashs_bedtimeroutine" BIGINT,
  "ashs_sleepstability" DOUBLE,
  "ashs_bedroomsharing" DOUBLE,
  "dbas_total" VARCHAR,
  "first_total" BIGINT,
  "gcti_total" BIGINT,
  "gcti_anxiety" BIGINT,
  "gcti_reflection" BIGINT,
  "gcti_worries" BIGINT,
  "gcti_thoughts" BIGINT,
  "gcti_negativeaffect" BIGINT,
  "stai_y_total" BIGINT,
  "neo_neuroticism" BIGINT,
  "neo_extraversion" BIGINT,
  "neo_openness" BIGINT,
  "neo_agreeableness" BIGINT,
  "neo_conscientiousness" BIGINT,
  "meqr_total" BIGINT,
  "psrs_prr" BIGINT,
  "psrs_rwo" BIGINT,
  "psrs_rsc" BIGINT,
  "psrs_fra" BIGINT,
  "psrs_rse" BIGINT,
  "psrs_total" BIGINT,
  "pss_total" BIGINT,
  "tcqi_r_total" BIGINT,
  "tcqir_aggressive_supression" BIGINT,
  "tcqir_cognitive_distraction" BIGINT,
  "tcqir_reappraisal" BIGINT,
  "tcqir_behavtioral_distraction" BIGINT,
  "tcqir_social_avoidance" BIGINT,
  "tcqir_worry" BIGINT,
  "ace_tot" DOUBLE,
  "asq_home" BIGINT,
  "asq_school" BIGINT,
  "asq_attendance" BIGINT,
  "asq_romantic" BIGINT,
  "asq_peer" BIGINT,
  "asq_teacher" BIGINT,
  "asq_future" BIGINT,
  "asq_leisure" BIGINT,
  "asq_finance" DOUBLE,
  "asq_responsibility" DOUBLE,
  "casq_total" BIGINT,
  "casq_sleepy" BIGINT,
  "casq_alert" BIGINT,
  "cope_disengage_su" DOUBLE,
  "cope_growth" BIGINT,
  "cope_disengage_mental" BIGINT,
  "cope_emotions" BIGINT,
  "cope_socialsupp_instr" BIGINT,
  "cope_active" BIGINT,
  "cope_denial" BIGINT,
  "cope_religion" VARCHAR,
  "cope_humor" BIGINT,
  "cope_disengage_emo" BIGINT,
  "cope_restraint" BIGINT,
  "cope_socialsupp_emo" BIGINT,
  "cope_acccept" BIGINT,
  "cope_suppression" BIGINT,
  "cope_planning" BIGINT,
  "ders_nonaccpetance" BIGINT,
  "ders_total" BIGINT,
  "ders_goals" BIGINT,
  "ders_impulse" DOUBLE,
  "ders_awareness" BIGINT,
  "ders_strategies" BIGINT,
  "ders_clarity" BIGINT,
  "unnamed_95" VARCHAR,
  "zisi_total" DOUBLE,
  "zpsqi_total" DOUBLE,
  "zbdi_total" DOUBLE,
  "zashs_total" DOUBLE
);

Insomnia Data Dictionary

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence.insomnia_data_dictionary

5.56 KB
95 rows
2 columns


CREATE TABLE insomnia_data_dictionary (
  "columns" VARCHAR,
  "description" VARCHAR
);

Insomnia Item Level Data

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence.insomnia_item_level_data

508.77 KB
97 rows
471 columns


CREATE TABLE insomnia_item_level_data (
  "unnamed_0" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_1" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_2" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_3" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_4" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_5" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_6" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_7" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_8" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_9" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_10" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_11" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_12" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_13" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_14" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_15" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_16" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_17" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_18" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_19" VARCHAR,
  "pittsburgh_sleep_quality_index_psqi_20" VARCHAR,
  "insomnia_severity_index_isi" VARCHAR,
  "insomnia_severity_index_isi_1" VARCHAR,
  "insomnia_severity_index_isi_2" VARCHAR,
  "insomnia_severity_index_isi_3" VARCHAR,
  "insomnia_severity_index_isi_4" VARCHAR,
  "insomnia_severity_index_isi_5" VARCHAR,
  "insomnia_severity_index_isi_6" VARCHAR,
  "adverse_childhood_experiences_ace" VARCHAR,
  "adverse_childhood_experiences_ace_1" VARCHAR,
  "adverse_childhood_experiences_ace_2" VARCHAR,
  "adverse_childhood_experiences_ace_3" VARCHAR,
  "adverse_childhood_experiences_ace_4" VARCHAR,
  "adverse_childhood_experiences_ace_5" VARCHAR,
  "adverse_childhood_experiences_ace_6" VARCHAR,
  "adverse_childhood_experiences_ace_7" VARCHAR,
  "adverse_childhood_experiences_ace_8" VARCHAR,
  "adverse_childhood_experiences_ace_9" VARCHAR,
  "beck_depression_inventory_bdi" VARCHAR,
  "beck_depression_inventory_bdi_1" VARCHAR,
  "beck_depression_inventory_bdi_2" VARCHAR,
  "beck_depression_inventory_bdi_3" VARCHAR,
  "beck_depression_inventory_bdi_4" VARCHAR,
  "beck_depression_inventory_bdi_5" VARCHAR,
  "beck_depression_inventory_bdi_6" VARCHAR,
  "beck_depression_inventory_bdi_7" VARCHAR,
  "beck_depression_inventory_bdi_8" VARCHAR,
  "beck_depression_inventory_bdi_9" VARCHAR,
  "beck_depression_inventory_bdi_10" VARCHAR,
  "beck_depression_inventory_bdi_11" VARCHAR,
  "beck_depression_inventory_bdi_12" VARCHAR,
  "beck_depression_inventory_bdi_13" VARCHAR,
  "beck_depression_inventory_bdi_14" VARCHAR,
  "beck_depression_inventory_bdi_15" VARCHAR,
  "beck_depression_inventory_bdi_16" VARCHAR,
  "beck_depression_inventory_bdi_17" VARCHAR,
  "beck_depression_inventory_bdi_18" VARCHAR,
  "beck_depression_inventory_bdi_19" VARCHAR,
  "beck_depression_inventory_bdi_20" VARCHAR,
  "adolescent_stress_questionnaire_asq" VARCHAR,
  "adolescent_stress_questionnaire_asq_1" VARCHAR,
  "adolescent_stress_questionnaire_asq_2" VARCHAR,
  "adolescent_stress_questionnaire_asq_3" VARCHAR,
  "adolescent_stress_questionnaire_asq_4" VARCHAR,
  "adolescent_stress_questionnaire_asq_5" VARCHAR,
  "adolescent_stress_questionnaire_asq_6" VARCHAR,
  "adolescent_stress_questionnaire_asq_7" VARCHAR,
  "adolescent_stress_questionnaire_asq_8" VARCHAR,
  "adolescent_stress_questionnaire_asq_9" VARCHAR,
  "adolescent_stress_questionnaire_asq_10" VARCHAR,
  "adolescent_stress_questionnaire_asq_11" VARCHAR,
  "adolescent_stress_questionnaire_asq_12" VARCHAR,
  "adolescent_stress_questionnaire_asq_13" VARCHAR,
  "adolescent_stress_questionnaire_asq_14" VARCHAR,
  "adolescent_stress_questionnaire_asq_15" VARCHAR,
  "adolescent_stress_questionnaire_asq_16" VARCHAR,
  "adolescent_stress_questionnaire_asq_17" VARCHAR,
  "adolescent_stress_questionnaire_asq_18" VARCHAR,
  "adolescent_stress_questionnaire_asq_19" VARCHAR,
  "adolescent_stress_questionnaire_asq_20" VARCHAR,
  "adolescent_stress_questionnaire_asq_21" VARCHAR,
  "adolescent_stress_questionnaire_asq_22" VARCHAR,
  "adolescent_stress_questionnaire_asq_23" VARCHAR,
  "adolescent_stress_questionnaire_asq_24" VARCHAR,
  "adolescent_stress_questionnaire_asq_25" VARCHAR,
  "adolescent_stress_questionnaire_asq_26" VARCHAR,
  "adolescent_stress_questionnaire_asq_27" VARCHAR,
  "adolescent_stress_questionnaire_asq_28" VARCHAR,
  "adolescent_stress_questionnaire_asq_29" VARCHAR,
  "adolescent_stress_questionnaire_asq_30" VARCHAR,
  "adolescent_stress_questionnaire_asq_31" VARCHAR,
  "adolescent_stress_questionnaire_asq_32" VARCHAR,
  "adolescent_stress_questionnaire_asq_33" VARCHAR,
  "adolescent_stress_questionnaire_asq_34" VARCHAR,
  "adolescent_stress_questionnaire_asq_35" VARCHAR,
  "adolescent_stress_questionnaire_asq_36" VARCHAR,
  "adolescent_stress_questionnaire_asq_37" VARCHAR,
  "adolescent_stress_questionnaire_asq_38" VARCHAR,
  "adolescent_stress_questionnaire_asq_39" VARCHAR
);