Baselight
Sign In

Adolescent Insomnia Study Data

Adolescent Insomnia Insights: Sleep Habits & Psychosocial Impact

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence

Loading...
Loading...

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
  • 149.57 kB
  • 95 rows
  • 174 columns
Loading... 
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  -- Unnamed: 95,
  "zisi_total" DOUBLE,
  "zpsqi_total" DOUBLE,
  "zbdi_total" DOUBLE,
  "zashs_total" DOUBLE
);

Insomnia Data Dictionary

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence.insomnia_data_dictionary
  • 5.7 kB
  • 95 rows
  • 2 columns
Loading... 
CREATE TABLE insomnia_data_dictionary (
  "columns" VARCHAR,
  "description" VARCHAR
);

Insomnia Item Level Data

@kaggle.utkarshx27_insomnia_symptomatology_in_adolescence.insomnia_item_level_data
  • 520.98 kB
  • 97 rows
  • 471 columns
Loading... 
CREATE TABLE insomnia_item_level_data (
  "unnamed_0" VARCHAR  -- Unnamed: 0,
  "pittsburgh_sleep_quality_index_psqi" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI),
  "pittsburgh_sleep_quality_index_psqi_1" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).1,
  "pittsburgh_sleep_quality_index_psqi_2" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).2,
  "pittsburgh_sleep_quality_index_psqi_3" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).3,
  "pittsburgh_sleep_quality_index_psqi_4" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).4,
  "pittsburgh_sleep_quality_index_psqi_5" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).5,
  "pittsburgh_sleep_quality_index_psqi_6" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).6,
  "pittsburgh_sleep_quality_index_psqi_7" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).7,
  "pittsburgh_sleep_quality_index_psqi_8" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).8,
  "pittsburgh_sleep_quality_index_psqi_9" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).9,
  "pittsburgh_sleep_quality_index_psqi_10" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).10,
  "pittsburgh_sleep_quality_index_psqi_11" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).11,
  "pittsburgh_sleep_quality_index_psqi_12" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).12,
  "pittsburgh_sleep_quality_index_psqi_13" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).13,
  "pittsburgh_sleep_quality_index_psqi_14" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).14,
  "pittsburgh_sleep_quality_index_psqi_15" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).15,
  "pittsburgh_sleep_quality_index_psqi_16" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).16,
  "pittsburgh_sleep_quality_index_psqi_17" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).17,
  "pittsburgh_sleep_quality_index_psqi_18" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).18,
  "pittsburgh_sleep_quality_index_psqi_19" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).19,
  "pittsburgh_sleep_quality_index_psqi_20" VARCHAR  -- Pittsburgh Sleep Quality Index (PSQI).20,
  "insomnia_severity_index_isi" VARCHAR  -- Insomnia Severity Index (ISI),
  "insomnia_severity_index_isi_1" VARCHAR  -- Insomnia Severity Index (ISI).1,
  "insomnia_severity_index_isi_2" VARCHAR  -- Insomnia Severity Index (ISI).2,
  "insomnia_severity_index_isi_3" VARCHAR  -- Insomnia Severity Index (ISI).3,
  "insomnia_severity_index_isi_4" VARCHAR  -- Insomnia Severity Index (ISI).4,
  "insomnia_severity_index_isi_5" VARCHAR  -- Insomnia Severity Index (ISI).5,
  "insomnia_severity_index_isi_6" VARCHAR  -- Insomnia Severity Index (ISI).6,
  "adverse_childhood_experiences_ace" VARCHAR  -- Adverse Childhood Experiences (ACE),
  "adverse_childhood_experiences_ace_1" VARCHAR  -- Adverse Childhood Experiences (ACE).1,
  "adverse_childhood_experiences_ace_2" VARCHAR  -- Adverse Childhood Experiences (ACE).2,
  "adverse_childhood_experiences_ace_3" VARCHAR  -- Adverse Childhood Experiences (ACE).3,
  "adverse_childhood_experiences_ace_4" VARCHAR  -- Adverse Childhood Experiences (ACE).4,
  "adverse_childhood_experiences_ace_5" VARCHAR  -- Adverse Childhood Experiences (ACE).5,
  "adverse_childhood_experiences_ace_6" VARCHAR  -- Adverse Childhood Experiences (ACE).6,
  "adverse_childhood_experiences_ace_7" VARCHAR  -- Adverse Childhood Experiences (ACE).7,
  "adverse_childhood_experiences_ace_8" VARCHAR  -- Adverse Childhood Experiences (ACE).8,
  "adverse_childhood_experiences_ace_9" VARCHAR  -- Adverse Childhood Experiences (ACE).9,
  "beck_depression_inventory_bdi" VARCHAR  -- Beck Depression Inventory (BDI),
  "beck_depression_inventory_bdi_1" VARCHAR  -- Beck Depression Inventory (BDI).1,
  "beck_depression_inventory_bdi_2" VARCHAR  -- Beck Depression Inventory (BDI).2,
  "beck_depression_inventory_bdi_3" VARCHAR  -- Beck Depression Inventory (BDI).3,
  "beck_depression_inventory_bdi_4" VARCHAR  -- Beck Depression Inventory (BDI).4,
  "beck_depression_inventory_bdi_5" VARCHAR  -- Beck Depression Inventory (BDI).5,
  "beck_depression_inventory_bdi_6" VARCHAR  -- Beck Depression Inventory (BDI).6,
  "beck_depression_inventory_bdi_7" VARCHAR  -- Beck Depression Inventory (BDI).7,
  "beck_depression_inventory_bdi_8" VARCHAR  -- Beck Depression Inventory (BDI).8,
  "beck_depression_inventory_bdi_9" VARCHAR  -- Beck Depression Inventory (BDI).9,
  "beck_depression_inventory_bdi_10" VARCHAR  -- Beck Depression Inventory (BDI).10,
  "beck_depression_inventory_bdi_11" VARCHAR  -- Beck Depression Inventory (BDI).11,
  "beck_depression_inventory_bdi_12" VARCHAR  -- Beck Depression Inventory (BDI).12,
  "beck_depression_inventory_bdi_13" VARCHAR  -- Beck Depression Inventory (BDI).13,
  "beck_depression_inventory_bdi_14" VARCHAR  -- Beck Depression Inventory (BDI).14,
  "beck_depression_inventory_bdi_15" VARCHAR  -- Beck Depression Inventory (BDI).15,
  "beck_depression_inventory_bdi_16" VARCHAR  -- Beck Depression Inventory (BDI).16,
  "beck_depression_inventory_bdi_17" VARCHAR  -- Beck Depression Inventory (BDI).17,
  "beck_depression_inventory_bdi_18" VARCHAR  -- Beck Depression Inventory (BDI).18,
  "beck_depression_inventory_bdi_19" VARCHAR  -- Beck Depression Inventory (BDI).19,
  "beck_depression_inventory_bdi_20" VARCHAR  -- Beck Depression Inventory (BDI).20,
  "adolescent_stress_questionnaire_asq" VARCHAR  -- Adolescent Stress Questionnaire (ASQ),
  "adolescent_stress_questionnaire_asq_1" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).1,
  "adolescent_stress_questionnaire_asq_2" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).2,
  "adolescent_stress_questionnaire_asq_3" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).3,
  "adolescent_stress_questionnaire_asq_4" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).4,
  "adolescent_stress_questionnaire_asq_5" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).5,
  "adolescent_stress_questionnaire_asq_6" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).6,
  "adolescent_stress_questionnaire_asq_7" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).7,
  "adolescent_stress_questionnaire_asq_8" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).8,
  "adolescent_stress_questionnaire_asq_9" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).9,
  "adolescent_stress_questionnaire_asq_10" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).10,
  "adolescent_stress_questionnaire_asq_11" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).11,
  "adolescent_stress_questionnaire_asq_12" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).12,
  "adolescent_stress_questionnaire_asq_13" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).13,
  "adolescent_stress_questionnaire_asq_14" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).14,
  "adolescent_stress_questionnaire_asq_15" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).15,
  "adolescent_stress_questionnaire_asq_16" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).16,
  "adolescent_stress_questionnaire_asq_17" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).17,
  "adolescent_stress_questionnaire_asq_18" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).18,
  "adolescent_stress_questionnaire_asq_19" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).19,
  "adolescent_stress_questionnaire_asq_20" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).20,
  "adolescent_stress_questionnaire_asq_21" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).21,
  "adolescent_stress_questionnaire_asq_22" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).22,
  "adolescent_stress_questionnaire_asq_23" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).23,
  "adolescent_stress_questionnaire_asq_24" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).24,
  "adolescent_stress_questionnaire_asq_25" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).25,
  "adolescent_stress_questionnaire_asq_26" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).26,
  "adolescent_stress_questionnaire_asq_27" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).27,
  "adolescent_stress_questionnaire_asq_28" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).28,
  "adolescent_stress_questionnaire_asq_29" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).29,
  "adolescent_stress_questionnaire_asq_30" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).30,
  "adolescent_stress_questionnaire_asq_31" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).31,
  "adolescent_stress_questionnaire_asq_32" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).32,
  "adolescent_stress_questionnaire_asq_33" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).33,
  "adolescent_stress_questionnaire_asq_34" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).34,
  "adolescent_stress_questionnaire_asq_35" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).35,
  "adolescent_stress_questionnaire_asq_36" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).36,
  "adolescent_stress_questionnaire_asq_37" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).37,
  "adolescent_stress_questionnaire_asq_38" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).38,
  "adolescent_stress_questionnaire_asq_39" VARCHAR  -- Adolescent Stress Questionnaire (ASQ).39
);

Share link

Anyone who has the link will be able to view this.