Statistical Glossaries and Biostatistical Aspects in Obstetrics and Gynecology Article Swipe

View

Perumal Vanamail ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.4103/jmh.jmh_18_25

A BSTRACT This article emphasizes the transformative power of statistical glossaries and biostatistical methods in obstetrics and gynecology. These glossaries illuminate essential statistical terms and concepts, enriching our understanding of biostatistical techniques critical for analyzing maternal and reproductive health data. Such methodologies are not merely tools; they are keys that unlock insights into fertility, pregnancy complications, treatment effectiveness, and the broader spectrum of women’s health. The review illuminates prevalent biostatistical approaches, including linear and logistic regression analyses, showcasing their profound impact on converting health data into meaningful, actionable insights. By establishing a robust framework for interpreting research findings, these techniques empower healthcare professionals and researchers to elevate patient care and shape public health strategies. Ultimately, applying biostatistics in obstetrics and gynecology advances individual patient outcomes while inspiring evidence-based practices and policymaking in maternal health. Statistical indices and models play a vital role in obstetrics and gynecology, serving as essential instruments for healthcare providers and researchers. They enhance our understanding of complex health issues and enable predictions leading to improved health outcomes for women and newborns. By integrating these statistical methodologies into clinical practice and research, we can make informed decisions that positively influence patient care. The ripple effect of these applications extends from individual patient interactions to large-scale public health initiatives, fostering a culture of evidence-based practice and informed policymaking. As we continue to advance our knowledge and use of biostatistical methods, we are ultimately dedicated to uplifting the standard of care for women, ensuring healthier futures for generations to come.

Related Topics

Metropolitan Statistical Area

Combined Statistical Area

Diagnostic And Statistical Manual Of Mental Disorders

Statistical Mechanics

Indian Statistical Institute

Washington–Baltimore Combined Statistical Area

Statistical Process Control

Statistical Learning Theory

Correlation Function (Statistical Mechanics)

Core-Based Statistical Area

Statistical Inference

Concepts

No concepts available.

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.4103/jmh.jmh_18_25
OA Status: diamond
References: 13
OpenAlex ID: https://openalex.org/W4414376136

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4414376136

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.4103/jmh.jmh_18_25

Digital Object Identifier
Title: Statistical Glossaries and Biostatistical Aspects in Obstetrics and Gynecology

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2025

Year of publication
Publication date: 2025-09-20

Full publication date if available
Authors: Perumal Vanamail

List of authors in order
Landing page: https://doi.org/10.4103/jmh.jmh_18_25

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: diamond

Open access status per OpenAlex
OA URL: https://doi.org/10.4103/jmh.jmh_18_25

Direct OA link when available
Cited by: 0

Total citation count in OpenAlex
References (count): 13

Number of works referenced by this work

Full payload

id	https://openalex.org/W4414376136
doi	https://doi.org/10.4103/jmh.jmh_18_25
ids.doi	https://doi.org/10.4103/jmh.jmh_18_25
ids.openalex	https://openalex.org/W4414376136
fwci	0.0
type	article
title	Statistical Glossaries and Biostatistical Aspects in Obstetrics and Gynecology
biblio.issue	4
biblio.volume	16
biblio.last_page	366
biblio.first_page	356
topics[0].id	https://openalex.org/T10243
topics[0].field.id	https://openalex.org/fields/26
topics[0].field.display_name	Mathematics
topics[0].score	0.9144999980926514
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2613
topics[0].subfield.display_name	Statistics and Probability
topics[0].display_name	Statistical Methods and Bayesian Inference
is_xpac	False
apc_list
apc_paid
language	en
locations[0].id	doi:10.4103/jmh.jmh_18_25
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S100126920
locations[0].source.issn	0976-7800, 0976-7819
locations[0].source.type	journal
locations[0].source.is_oa	True
locations[0].source.issn_l	0976-7800
locations[0].source.is_core	True
locations[0].source.is_in_doaj	True
locations[0].source.display_name	Journal of Mid-life Health
locations[0].source.host_organization	https://openalex.org/P4310320448
locations[0].source.host_organization_name	Medknow
locations[0].source.host_organization_lineage	https://openalex.org/P4310320448, https://openalex.org/P4310318547
locations[0].source.host_organization_lineage_names	Medknow, Wolters Kluwer
locations[0].license	cc-by-nc-sa
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id	https://openalex.org/licenses/cc-by-nc-sa
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Journal of Mid-life Health
locations[0].landing_page_url	https://doi.org/10.4103/jmh.jmh_18_25
indexed_in	crossref, doaj
authorships[0].author.id	https://openalex.org/A5022240805
authorships[0].author.orcid	https://orcid.org/0000-0002-5014-4665
authorships[0].author.display_name	Perumal Vanamail
authorships[0].countries	IN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I4210115651
authorships[0].affiliations[0].raw_affiliation_string	Trichy SRM Medical College Hospital and Research Centre, Tiruchirappalli, Tamil Nadu, India
authorships[0].institutions[0].id	https://openalex.org/I4210115651
authorships[0].institutions[0].ror	https://ror.org/029qzyn15
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I4210115651
authorships[0].institutions[0].country_code	IN
authorships[0].institutions[0].display_name	Trichy SRM Medical College Hospital and Research Centre
authorships[0].author_position	first
authorships[0].raw_author_name	Vanamail Perumal
authorships[0].is_corresponding	True
authorships[0].raw_affiliation_strings	Trichy SRM Medical College Hospital and Research Centre, Tiruchirappalli, Tamil Nadu, India
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.4103/jmh.jmh_18_25
open_access.oa_status	diamond
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Statistical Glossaries and Biostatistical Aspects in Obstetrics and Gynecology
has_fulltext	False
is_retracted	False
updated_date	2025-12-10T02:45:41.426853
primary_topic.id	https://openalex.org/T10243
primary_topic.field.id	https://openalex.org/fields/26
primary_topic.field.display_name	Mathematics
primary_topic.score	0.9144999980926514
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2613
primary_topic.subfield.display_name	Statistics and Probability
primary_topic.display_name	Statistical Methods and Bayesian Inference
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.4103/jmh.jmh_18_25
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S100126920
best_oa_location.source.issn	0976-7800, 0976-7819
best_oa_location.source.type	journal
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	0976-7800
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	True
best_oa_location.source.display_name	Journal of Mid-life Health
best_oa_location.source.host_organization	https://openalex.org/P4310320448
best_oa_location.source.host_organization_name	Medknow
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310320448, https://openalex.org/P4310318547
best_oa_location.source.host_organization_lineage_names	Medknow, Wolters Kluwer
best_oa_location.license	cc-by-nc-sa
best_oa_location.pdf_url
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by-nc-sa
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Journal of Mid-life Health
best_oa_location.landing_page_url	https://doi.org/10.4103/jmh.jmh_18_25
primary_location.id	doi:10.4103/jmh.jmh_18_25
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S100126920
primary_location.source.issn	0976-7800, 0976-7819
primary_location.source.type	journal
primary_location.source.is_oa	True
primary_location.source.issn_l	0976-7800
primary_location.source.is_core	True
primary_location.source.is_in_doaj	True
primary_location.source.display_name	Journal of Mid-life Health
primary_location.source.host_organization	https://openalex.org/P4310320448
primary_location.source.host_organization_name	Medknow
primary_location.source.host_organization_lineage	https://openalex.org/P4310320448, https://openalex.org/P4310318547
primary_location.source.host_organization_lineage_names	Medknow, Wolters Kluwer
primary_location.license	cc-by-nc-sa
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id	https://openalex.org/licenses/cc-by-nc-sa
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Journal of Mid-life Health
primary_location.landing_page_url	https://doi.org/10.4103/jmh.jmh_18_25
publication_date	2025-09-20
publication_year	2025
referenced_works	https://openalex.org/W2131656857, https://openalex.org/W2913730520, https://openalex.org/W1972479177, https://openalex.org/W1974517017, https://openalex.org/W2964374080, https://openalex.org/W1988945391, https://openalex.org/W4383711285, https://openalex.org/W4283713286, https://openalex.org/W2014881170, https://openalex.org/W2068027776, https://openalex.org/W2811268537, https://openalex.org/W2190911845, https://openalex.org/W4254265637
referenced_works_count	13
abstract_inverted_index.A	0
abstract_inverted_index.a	91, 139, 212
abstract_inverted_index.As	220
abstract_inverted_index.By	89, 175
abstract_inverted_index.as	147
abstract_inverted_index.in	14, 117, 131, 142
abstract_inverted_index.of	8, 29, 62, 159, 198, 214, 229, 240
abstract_inverted_index.on	81
abstract_inverted_index.to	105, 167, 206, 223, 236, 249
abstract_inverted_index.we	185, 221, 232
abstract_inverted_index.The	65, 195
abstract_inverted_index.and	11, 16, 24, 36, 58, 73, 103, 109, 119, 129, 136, 144, 153, 163, 173, 183, 217, 227
abstract_inverted_index.are	42, 47, 233
abstract_inverted_index.can	186
abstract_inverted_index.for	33, 94, 150, 171, 242, 247
abstract_inverted_index.not	43
abstract_inverted_index.our	27, 157, 225
abstract_inverted_index.the	5, 59, 238
abstract_inverted_index.use	228
abstract_inverted_index.Such	40
abstract_inverted_index.They	155
abstract_inverted_index.This	2
abstract_inverted_index.care	108, 241
abstract_inverted_index.data	84
abstract_inverted_index.from	202
abstract_inverted_index.into	52, 85, 180
abstract_inverted_index.keys	48
abstract_inverted_index.make	187
abstract_inverted_index.play	138
abstract_inverted_index.role	141
abstract_inverted_index.that	49, 190
abstract_inverted_index.they	46
abstract_inverted_index.These	18
abstract_inverted_index.care.	194
abstract_inverted_index.come.	250
abstract_inverted_index.data.	39
abstract_inverted_index.power	7
abstract_inverted_index.shape	110
abstract_inverted_index.terms	23
abstract_inverted_index.their	78
abstract_inverted_index.these	98, 177, 199
abstract_inverted_index.vital	140
abstract_inverted_index.while	125
abstract_inverted_index.women	172
abstract_inverted_index.effect	197
abstract_inverted_index.enable	164
abstract_inverted_index.health	38, 83, 112, 161, 169, 209
abstract_inverted_index.impact	80
abstract_inverted_index.issues	162
abstract_inverted_index.linear	72
abstract_inverted_index.merely	44
abstract_inverted_index.models	137
abstract_inverted_index.public	111, 208
abstract_inverted_index.review	66
abstract_inverted_index.ripple	196
abstract_inverted_index.robust	92
abstract_inverted_index.tools;	45
abstract_inverted_index.unlock	50
abstract_inverted_index.women,	243
abstract_inverted_index.BSTRACT	1
abstract_inverted_index.advance	224
abstract_inverted_index.article	3
abstract_inverted_index.broader	60
abstract_inverted_index.complex	160
abstract_inverted_index.culture	213
abstract_inverted_index.elevate	106
abstract_inverted_index.empower	100
abstract_inverted_index.enhance	156
abstract_inverted_index.extends	201
abstract_inverted_index.futures	246
abstract_inverted_index.health.	64, 133
abstract_inverted_index.indices	135
abstract_inverted_index.leading	166
abstract_inverted_index.methods	13
abstract_inverted_index.patient	107, 123, 193, 204
abstract_inverted_index.serving	146
abstract_inverted_index.advances	121
abstract_inverted_index.applying	115
abstract_inverted_index.clinical	181
abstract_inverted_index.continue	222
abstract_inverted_index.critical	32
abstract_inverted_index.ensuring	244
abstract_inverted_index.improved	168
abstract_inverted_index.informed	188, 218
abstract_inverted_index.insights	51
abstract_inverted_index.logistic	74
abstract_inverted_index.maternal	35, 132
abstract_inverted_index.methods,	231
abstract_inverted_index.outcomes	124, 170
abstract_inverted_index.practice	182, 216
abstract_inverted_index.profound	79
abstract_inverted_index.research	96
abstract_inverted_index.spectrum	61
abstract_inverted_index.standard	239
abstract_inverted_index.analyses,	76
abstract_inverted_index.analyzing	34
abstract_inverted_index.concepts,	25
abstract_inverted_index.decisions	189
abstract_inverted_index.dedicated	235
abstract_inverted_index.enriching	26
abstract_inverted_index.essential	21, 148
abstract_inverted_index.findings,	97
abstract_inverted_index.fostering	211
abstract_inverted_index.framework	93
abstract_inverted_index.healthier	245
abstract_inverted_index.including	71
abstract_inverted_index.influence	192
abstract_inverted_index.insights.	88
abstract_inverted_index.inspiring	126
abstract_inverted_index.knowledge	226
abstract_inverted_index.newborns.	174
abstract_inverted_index.practices	128
abstract_inverted_index.pregnancy	54
abstract_inverted_index.prevalent	68
abstract_inverted_index.providers	152
abstract_inverted_index.research,	184
abstract_inverted_index.treatment	56
abstract_inverted_index.uplifting	237
abstract_inverted_index.women’s	63
abstract_inverted_index.actionable	87
abstract_inverted_index.converting	82
abstract_inverted_index.emphasizes	4
abstract_inverted_index.fertility,	53
abstract_inverted_index.glossaries	10, 19
abstract_inverted_index.gynecology	120
abstract_inverted_index.healthcare	101, 151
abstract_inverted_index.illuminate	20
abstract_inverted_index.individual	122, 203
abstract_inverted_index.obstetrics	15, 118, 143
abstract_inverted_index.positively	191
abstract_inverted_index.regression	75
abstract_inverted_index.showcasing	77
abstract_inverted_index.techniques	31, 99
abstract_inverted_index.ultimately	234
abstract_inverted_index.Statistical	134
abstract_inverted_index.Ultimately,	114
abstract_inverted_index.approaches,	70
abstract_inverted_index.generations	248
abstract_inverted_index.gynecology,	145
abstract_inverted_index.gynecology.	17
abstract_inverted_index.illuminates	67
abstract_inverted_index.instruments	149
abstract_inverted_index.integrating	176
abstract_inverted_index.large-scale	207
abstract_inverted_index.meaningful,	86
abstract_inverted_index.predictions	165
abstract_inverted_index.researchers	104
abstract_inverted_index.statistical	9, 22, 178
abstract_inverted_index.strategies.	113
abstract_inverted_index.applications	200
abstract_inverted_index.establishing	90
abstract_inverted_index.initiatives,	210
abstract_inverted_index.interactions	205
abstract_inverted_index.interpreting	95
abstract_inverted_index.policymaking	130
abstract_inverted_index.reproductive	37
abstract_inverted_index.researchers.	154
abstract_inverted_index.biostatistics	116
abstract_inverted_index.methodologies	41, 179
abstract_inverted_index.policymaking.	219
abstract_inverted_index.professionals	102
abstract_inverted_index.understanding	28, 158
abstract_inverted_index.biostatistical	12, 30, 69, 230
abstract_inverted_index.complications,	55
abstract_inverted_index.effectiveness,	57
abstract_inverted_index.evidence-based	127, 215
abstract_inverted_index.transformative	6
cited_by_percentile_year
corresponding_author_ids	https://openalex.org/A5022240805
countries_distinct_count	1
institutions_distinct_count	1
corresponding_institution_ids	https://openalex.org/I4210115651
citation_normalized_percentile.value	0.3585033
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True