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| Name | Class |
|---|---|
| University Hospital of Split | OTHER |
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The goal of this observational study is to learn how sleep quality, mental health, lifestyle behaviors, and metabolic markers are related to glucose control and pregnancy outcomes in women with gestational diabetes mellitus (GDM). The main questions it aims to answer are:
Participants will:
Gestational diabetes mellitus (GDM) is associated with disturbances in glucose regulation as well as a range of behavioral, psychological, and metabolic factors that may contribute to pregnancy outcomes. This prospective observational cohort study follows pregnant women with newly diagnosed GDM to evaluate how sleep quality, anxiety, eating behaviors, physical activity, and metabolic markers relate to glycemic control and perinatal outcomes.
Participants are managed according to standard clinical pathways at a tertiary obstetric center and are allocated either to short inpatient glucose monitoring or to home-based digital monitoring using the FreeStyle Libre system. These pathways reflect real-world clinical indications and are not assigned by the research team. The study leverages this natural variation to compare differences in behavioral, metabolic, and perinatal profiles between groups.
At enrollment, participants complete validated questionnaires assessing sleep quality (PSQI), anxiety (STAI), and eating behaviors (TFEQ). Clinical assessments and laboratory testing include glucose measures, liver enzymes, blood counts, and other metabolic parameters routinely collected in GDM care. Glucose monitoring data are obtained either from inpatient capillary measurements or from downloaded home-based sensor data, depending on the participant's care pathway.
Participants are followed from diagnosis (24-34 weeks of gestation) until delivery. Perinatal outcomes-including birth weight, mode of delivery, neonatal hypoglycemia, and NICU admission-are collected from medical records after delivery. The study analyzes associations between behavioral factors, metabolic markers, and both glycemic and perinatal outcomes. It also evaluates whether differences in the mode of glucose monitoring correspond to differences in maternal psychological well-being or pregnancy outcomes.
This study aims to generate multidimensional insights that may inform more personalized and less burdensome care models for women with GDM, integrating behavioral, metabolic, and clinical information to improve maternal and neonatal health.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Group 1: Home-Based Digital Monitoring | Pregnant women with GDM who are managed as outpatients using a short (24-36 hour) period of home-based glucose monitoring with the FreeStyle Libre system. This pathway reflects routine clinical practice for women who can return for follow-up the next day and are able to use the digital device. |
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| Group 2: Hospital-Based Glucose Monitoring | Pregnant women with GDM who undergo short (24-hour) inpatient glucose monitoring according to standard hospital protocols. Allocation to this pathway follows clinical logistics (e.g., distance ≥80 km, island residence) and is not assigned by the research team. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Home-Based Glucose Monitoring | Other | Intervention Description: Home-Based Glucose Monitoring Participants undergo short-term outpatient glucose monitoring as part of routine GDM care. They follow a written schedule for capillary glucose checks while continuing normal daily activities. Data are reviewed at the follow-up visit, where routine laboratory tests and a fetal ultrasound are also performed. This approach reflects standard outpatient management for women able to return for next-day review. |
| Measure | Description | Time Frame |
|---|---|---|
| Composite Adverse Perinatal Outcome | Proportion of participants experiencing any of the following outcomes in the newborn: macrosomia (birth weight ≥4000 g), neonatal hypoglycemia requiring intervention, admission to neonatal intensive care unit (NICU), 5-minute Apgar score <7, or stillbirth. | At delivery/birth |
| Measure | Description | Time Frame |
|---|---|---|
| Sleep Quality (PSQI Score) | Sleep quality will be assessed using the Pittsburgh Sleep Quality Index (PSQI), a validated self-administered questionnaire consisting of 19 items that generate a global score ranging from 0 to 21, as well as seven component (subscale) scores. The global PSQI score (range 0-21) and individual component scores will be analyzed as continuous variables. Higher PSQI scores indicate poorer sleep quality, while lower scores reflect better sleep quality. |
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Inclusion Criteria:
Exclusion Criteria:
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Pregnant women aged 18 years or older with a new diagnosis of gestational diabetes mellitus (GDM) between 24 and 34 weeks of gestation who are receiving routine antenatal care at a tertiary obstetric center. Participants represent a real-world clinical population managed either with short inpatient glucose monitoring or home-based digital monitoring, depending on standard clinical pathways. The study population includes women able to complete questionnaires on sleep, mental health, and lifestyle behaviors and willing to participate until delivery.
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University hospital of Split | Recruiting | Split | 21000 | Croatia |
Individual participant data will not be shared because the study involves sensitive pregnancy-related clinical, psychological, and metabolic data, and current approvals cover analysis only within the research team. De-identified, aggregate data may be shared in publications or upon reasonable request.
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| ID | Term |
|---|---|
| D016640 | Diabetes, Gestational |
| D007319 | Sleep Initiation and Maintenance Disorders |
| D001008 | Anxiety Disorders |
| D000092862 | Psychological Well-Being |
| D005247 | Feeding Behavior |
| D009043 | Motor Activity |
| ID | Term |
|---|---|
| D011248 | Pregnancy Complications |
| D005261 | Female Urogenital Diseases and Pregnancy Complications |
| D000091642 | Urogenital Diseases |
| D003920 | Diabetes Mellitus |
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| Inpatient Glucose Monitoring | Other | Participants undergo a 24-hour hospital admission for scheduled capillary glucose measurements using standard hospital glucometers. During admission, participants follow the hospital's predetermined meal plan and receive continuous nursing oversight. A fetal ultrasound and routine laboratory testing are performed during the stay. This pathway follows usual clinical practice for women who require or are assigned inpatient monitoring based on logistical or clinical considerations. |
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| At enrollment (24-34 weeks of gestation) |
| Anxiety Levels (STAI Score) | Anxiety levels will be assessed using the State-Trait Anxiety Inventory (STAI), a validated self-report instrument comprising two 20-item subscales: STAI-State (situational anxiety) and STAI-Trait (general anxiety proneness). Each subscale yields a score ranging from 20 to 80, analyzed as a continuous measure. Higher STAI scores indicate greater anxiety, whereas lower scores indicate lower anxiety levels. | At enrollment (24-34 weeks of gestation) |
| Eating Behaviors (TFEQ Subscales) | Eating behaviors will be assessed using the Three-Factor Eating Questionnaire (TFEQ), a validated self-report instrument that evaluates three domains of eating behavior: cognitive restraint, uncontrolled eating, and emotional eating. Each TFEQ subscale is scored according to the instrument's standard scoring procedure and analyzed as a continuous measure. Higher scores on each subscale indicate a greater degree of the corresponding eating behavior (i.e., greater cognitive restraint, greater uncontrolled eating, or greater emotional eating), whereas lower scores indicate a lesser degree of that behavior. | At enrollment (24-34 weeks of gestation) |
| Mean Glucose Level | Average interstitial or capillary glucose level obtained from sensor downloads or hospital measurements. | During the 24-36 hour monitoring period (home or inpatient) |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D004700 | Endocrine System Diseases |
| D020919 | Sleep Disorders, Intrinsic |
| D020920 | Dyssomnias |
| D012893 | Sleep Wake Disorders |
| D009422 | Nervous System Diseases |
| D001523 | Mental Disorders |
| D010549 | Personal Satisfaction |
| D001519 | Behavior |
| D001522 | Behavior, Animal |