Relationship Among Non-Modifiable Risk Factors For Gestational Diabetes Mellitus, Pregnancy Weight Gain And Delivery Outcomes At Mama Lucy Kibaki Hospital, Nairobi
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TABLE OF CONTENTS
ABSTRACT ......................................................................................................................... ii
TABLE OF CONTENTS .................................................................................................... iii
LIST OF FIGURES ............................................................................................................ vi
LIST OF APPENDICES .................................................................................................... vii
ABBREVIATIONS .......................................................................................................... viii
OPERATIONAL TERMS .................................................................................................. ix
CHAPTER ONE: INTRODUCTION ............................................................................. 1
1.1 Background Information ................................................................................................ 1
1.2 Statement of the Problem .............................................................................................. 4
1.3 Rationale ........................................................................................................................ 5
1.4 Objectives of the Study .................................................................................................. 6
1.4.1 Main Objective ........................................................................................................... 6
1.4.2 Specific Objectives ..................................................................................................... 6
1.5 Null Hypotheses ............................................................................................................. 7
CHAPTER TWO: LITERATURE REVIEW ............................................................... 10
2.1 Association of Pregnancy Weight Gain with Maternal History of Gestational Diabetes and Family History of Diabetes ......................................................................................... 10
2.2 Association of Pregnancy Weight Gain with Previous Macrosomia Births and Previous Unexplained Pre-term Births .............................................................................. 12
2.3 Influence of Pregnancy Weight Gain and Gestational Diabetes Mellitus on Macrosomia Births and Pre-term Births ............................................................................ 14
2.3.1. Preterm Birth ................................................................................................................ 18
2.3.2. Fetal Distress ................................................................................................................ 19
2.3.3. Apgar Score .................................................................................................................. 19
2.3.4. Congenital Anomalies .................................................................................................. 19
2.4 Influence of Pregnancy Weight Gain and Gestational Diabetes Mellitus on Cesarean Section and Mal-presentation ............................................................................................ 20
2.4.1. Pre-eclampsia ............................................................................................................... 21
iv
2.4.2. Postpartum Hemorrhage ............................................................................................... 22
2.4.3. Cesarean Birth and Operative Vaginal Delivery .......................................................... 22
2.4.4. Postpartum Weight Retention ....................................................................................... 23
CHAPTER THREE: METHODOLOGY .................................................................... 29
3.1 Research Site ................................................................................................................ 29
3.2 Target Population ......................................................................................................... 30
3.3 Study Design ................................................................................................................ 30
3.4 Description of Study Process ....................................................................................... 31
3.4.1 Recruitment and Allocation of Study Cohorts/groups to Research Assistants ......... 31
3.4.2 Recruitment and Follow-up on Study Participants ................................................... 32
3.5 Sample Size Determination ......................................................................................... 35
3.6 Sampling Procedures ................................................................................................... 38
3.6.1 Inclusion Criteria for Women with Non-modifiable Risks for GDM ...................... 38
3.6.2 Exclusion Criteria for Women with Non-modifiable Risks of GDM and Members of Comparison Group ............................................................................................................. 38
3.7 Description of Research Instruments ........................................................................... 38
3.8 Validity and Reliability of Research Tools .................................................................. 39
3.8.1 Validity ..................................................................................................................... 39
3.8.2 Reliability .................................................................................................................. 39
3.9 Data Collection Methods ............................................................................................. 40
3.10 Data Analysis ............................................................................................................. 41
3.11 Study Limitations ....................................................................................................... 44
3.12 Ethical Considerations .............................................................................................. 45
APPENDIX I: DATA COLLECTION TOOLS ............................................................ 55
APPENDIX II: TIME-PLAN FOR PhD PROGRAMME ........................................... 62
APPENDIX III: BUDGET FOR RESEARCH WORK ............................................... 63
v
LIST OF TABLES
Table 2.1: Operationalization of the study variables ......................................................... 28
Table 3.1: Research assistants and the groups/cohorts they will handle ........................... 31
Table 3.2: Cluster and sub-cluster sample sizes ................................................................ 37
Table 3.3: Distribution of cluster and sub-cluster study participants who will be recruited into each arm of the study on monthly basis ...................................................................... 37
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APA
(2026). Relationship Among Non-Modifiable Risk Factors For Gestational Diabetes Mellitus, Pregnancy Weight Gain And Delivery Outcomes At Mama Lucy Kibaki Hospital, Nairobi. Afribary. Retrieved June 15, 2026, from http://library.afribary.com/works/relationship-among-non-modifiable-risk-factors-for-gestational-diabetes-mellitus-pregnancy-weight-gain-and-delivery-outcomes-at-mama-lucy-kibaki-hospital-nairobi
MLA
"Relationship Among Non-Modifiable Risk Factors For Gestational Diabetes Mellitus, Pregnancy Weight Gain And Delivery Outcomes At Mama Lucy Kibaki Hospital, Nairobi." Afribary, 6 Jun. 2026, http://library.afribary.com/works/relationship-among-non-modifiable-risk-factors-for-gestational-diabetes-mellitus-pregnancy-weight-gain-and-delivery-outcomes-at-mama-lucy-kibaki-hospital-nairobi. Accessed June 15, 2026.
Chicago
"Relationship Among Non-Modifiable Risk Factors For Gestational Diabetes Mellitus, Pregnancy Weight Gain And Delivery Outcomes At Mama Lucy Kibaki Hospital, Nairobi." Afribary (2026). Accessed June 15, 2026. http://library.afribary.com/works/relationship-among-non-modifiable-risk-factors-for-gestational-diabetes-mellitus-pregnancy-weight-gain-and-delivery-outcomes-at-mama-lucy-kibaki-hospital-nairobi