scholarly journals Alcohol consumption and sleep deprivation among Ghanaian adults: Ghana Demographic and Health Survey

PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e5750 ◽  
Author(s):  
Sanni Yaya ◽  
Ruoxi Wang ◽  
Tang Shangfeng ◽  
Bishwajit Ghose
Keyword(s):  
Alcohol Consumption ◽  
Health Survey ◽  
Alcohol Drinking ◽  
Sleep Disturbances ◽  
Demographic And Health Survey ◽  
Sufficient Evidence ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Men And Women ◽  
Lower Odds

Abstract Heavy consumption of alcohol has shown to be associated with sleep disturbances among adult and elderly people in high income settings. So far, the relationship between alcohol drinking and sleeping pattern has not been studied in an African setting. Therefore, in this study we investigated whether alcohol consumption has any influence on sleeping hours among adult men and women in Ghana. Methods Data for this survey were extracted from Ghana Demographic and Health Survey (GDHS 2008). GDHS is the only cross-sectional survey conducted on men and women aged above 15 years that collected information on variables such as sleeping hours and alcohol consumption. The analysis was controlled for various demographic, socioeconomic, household level factors, and smoking. Results Prevalence of sleeping 1–3 h, 4–6 h, and >7 h was respectively 1.5% (1.2–2.0), 14.1% (12–16.5), and 84.4% (82.1–86.4), and that of alcohol use was 26.9% (23.4–30.6). In the multivariable regression analysis, compared with non-drinkers, those reported drinking had significantly lower odds of sleeping for at least 7 h. In the adjusted model, drinkers had 0.8 times (adjusted OR = 0.803, (95% CI [0.690–0.935])) lower odds of sleeping for at least 7 h. The odds for sleeping 4–6 h were not statistically significant. In the stratified analysis, the odds of sleeping for at least seven were comparatively lower among women (adjusted OR = 0.657, (95% CI [0.509–0.849]) then among men (adjusted OR = 0.867, (95% CI [0.740–0.965]). Conclusion Men and women who reported consuming alcohol had significantly lower odds of getting adequate sleep (>7 h). The sleep-disrupting effect of alcohol appeared to be more prominent among women than among men. Currently there is not sufficient evidence on alcohol consumption and sleep disorder among Ghanaian population or any other country in the region. Further studies are required to understand sleeping patterns and the burden of alcohol drinking in this population to design intervention programs.

scholarly journals Oral Health Status of 12- and 15-Year-Old Students in Qatar: Findings From the National Oral Health Survey

2018 ◽  
Vol 3 (1) ◽  
pp. 32-37 ◽  
Author(s):  
Mohammed Al-Thani ◽  
Al-Anoud Al-Thani ◽  
Abdulla Al-Emadi ◽  
Walaa Al-Chetachi ◽  
Benjamin Vinodson ◽  
...  
Keyword(s):  
Health Status ◽  
Oral Health ◽  
Dental Caries ◽  
Health Survey ◽  
Dental Fluorosis ◽  
Oral Health Status ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Test Analysis ◽  
Lower Odds

Background The national oral health survey-Qatar was carried out in 2011 in an attempt to establish the baseline information about oral health status among youth. This article describes the oral health status of 12 and 15-year-old students in Qatar. Methods Cross-sectional survey data were analyzed for 12 (N=1060) and 15 (N=1064) year-old students. The caries status based on decayed, missing, filled teeth or DMFT=0 (no caries) & DMFT≥1 (caries present). Mean indices among nationalities and sex were compared by student’s t-test. Analysis of variance (ANOVA) was used to compare means by the type of the school. Logistic regression was used to examine associations among available variables. Results In the overall sample, 53.3% (n=565) of 12-year-olds and 55.4% (n=589) of 15-year-olds had varying levels of dental caries. The odds of dental caries were higher among girls compared to boys aged 12 years (OR=1.3, CI=1.0-1.6, P=0.05) as well as 15 years old (OR=1.28, CI=1.01-1.6, P=0.04) respectively. By nationality, Qatari students had a higher mean DMFT value (1.3 ± 1.2) compared to non-Qataris (0.82 ± 1.1). The public/independent attendees had higher mean DMFT values (1.31 ± 1.2) compared to the other two school categories. Fifteen-year-old students had lower odds (OR=0.81, CI- 0.68-0.97, P=0.02) of gingival bleeding and higher odds (OR=1.68, CI=1.4-2.1, P<0.001) of calculus compared to 12-year-olds. Dental fluorosis was found among 15% of 12 years old and 16.6% of 15 years old. The odds of fluorosis were higher among 15 years old but this relationship was not significant (OR=1.1, CI=0.88-1.4, P=0.36). Lower odds of bleeding teeth (OR=0.81, CI=0.68-0.97, P=0.02) and higher odds of calculus were found among 15 years old (OR=1.68, CI=1.4-2.1, P<0.001) compared to 12 years. Conclusions The results provide directions to further strengthen the oral health strategies through various evidence-based interventions.Background

scholarly journals Changes in Alcohol Behaviour among Adolescents in North-West Russia between 1995 and 2004

2012 ◽  
Vol 2012 ◽  
pp. 1-7 ◽  
Author(s):  
Anastasiya Verho ◽  
Tiina Laatikainen ◽  
Erkki Vartiainen ◽  
Pekka Puska
Keyword(s):  
Gender Differences ◽  
Alcohol Consumption ◽  
Health Education ◽  
Alcohol Drinking ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
North West ◽  
Beer Consumption ◽  
Effective Policy ◽  
Policy Measures

Background. Among Russian adults, alcohol consumption with binge drinking was high and increased during past decades. Little is known regarding adolescents’ drinking. The present study investigates changes in alcohol-related behaviour among Russian youth between 1995 and 2004.Methods. A cross-sectional survey was conducted among the 15-year-old youths from all schools in Pitkäranta, Republic of Karelia, Russia. In 1995, 385 students participated (response 95%), in 2004—395 (response 85%).Results. The proportion of abstainers decreased: boys from 26% to 13% (P=0.002), girls from 23% to 12% (P=0.007). The age of first alcohol consumption decreased among both genders. First alcohol drinking with friends increased among boys from 65% to 79% (P=0.031), among girls from 49% to 70% (P=0.001). Weekly drinking increased: boys from 13% to 28% (P<0.001), girls from 6% to 15% (P=0.001). The prevalence on inebriation increased among girls from 45% to 60% (P=0.012), beer consumption from 8% to 21% (P=0.006) by 2004. Gender differences were less prominent in 2004.Conclusion. Negative changes: early drinking initiation and more frequent alcohol consumption were observed among Russian youth by 2004. Regular monitoring, effective policy measures, and health education are necessary to prevent further increase in alcohol consumption and subsequent burden of alcohol-related diseases in Russia.

scholarly journals Rural–urban variation in insecticide-treated net utilization among pregnant women: evidence from 2018 Nigeria Demographic and Health Survey

2020 ◽  
Vol 19 (1) ◽  
Author(s):  
Edward Kwabena Ameyaw ◽  
Kenneth Setorwu Adde ◽  
Shadrach Dare ◽  
Sanni Yaya
Keyword(s):  
Rural Communities ◽  
Pregnant Women ◽  
Health Survey ◽  
Binary Logistic Regression ◽  
Demographic And Health Survey ◽  
Insecticide Treated Nets ◽  
Lower Odds ◽  
North West ◽  
The North ◽  
Itn Use

Abstract Background In 2018, Nigeria accounted for the highest prevalence of malaria worldwide. Pregnant women and children under five years bear the highest risk of malaria. Geographical factors affect utilization of insecticide-treated nets (ITN), yet existing literature have paid little attention to the rural–urban dimension of ITN utilization in Nigeria. This study aimed at investigating the rural–urban variation in ITN utilization among pregnant women in Nigeria using data from the 2018 Demographic and Health Survey. Methods A total of 2909 pregnant women were included in the study. The prevalence of ITN utilization for rural and urban pregnant women of Nigeria were presented with descriptive statistics. Chi-square test was employed to assess the association between residence, socio-demographic characteristics and ITN utilization at 95% level of significance. Subsequently, binary logistic regression was used to assess the influence of residence on ITN utilization. Results Eight out of ten of the rural residents utilized ITN (86.1%) compared with 74.1% among urban residents. Relative to urban pregnant women, those in rural Nigeria had higher odds of utilizing ITNs both in the crude [cOR = 2.17, CI = 1.66–2.84] and adjusted models [aOR = 1.18, CI = 1.05–1.24]. Pregnant women aged 40–44 had lower odds of ITN utilization compared to those aged 15–19 [aOR = 0.63, CI = 0.44–0.92]. Poorer pregnant women had higher odds of ITN utilization compared with poorest pregnant women [aOR = 1.09, CI = 1.04–1.32]. Across regions, those in the south [aOR = 0.26, CI = 0.14–0.49] and south-west [aOR = 0.29, CI = 0.16–0.54] had lower odds of ITN use compared to their counterparts in the north-west region. Conclusion The high use of ITNs among pregnant women in Nigeria may be due to the prioritization of rural communities by previous interventions. This is a dimension worth considering to enhance the attainment of the national anti-malarial initiatives. Since possession of ITN is not a guarantee for utilization, women in urban locations need constant reminder of ITN use through messages delivered at ANC and radio advertisements. Moreover, subsequent mass ITN campaigns ought to take cognizance of variations ITN use across regions and pragmatic steps be taken to increase the availability of ITN in households since there is a moderately high use in households with at least one ITN in Nigeria.

scholarly journals Characterization and Treatment Goals of Patients on Long-Acting Injectable vs Oral Antipsychotics: Results from a Patient/Caregiver/Psychiatrist Survey

CNS Spectrums ◽  
2021 ◽  
Vol 26 (2) ◽  
pp. 154-154
Author(s):  
Heather M. Fitzgerald ◽  
Jason Shepherd ◽  
Hollie Bailey ◽  
Mia Berry ◽  
Jack Wright ◽  
...  
Keyword(s):  
Real World ◽  
Sufficient Evidence ◽  
Treatment Goals ◽  
Full Time ◽  
Medication Regimen ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Course Of Illness ◽  
Current Medication ◽  
Long Acting

AbstractBackgroundPatient preferences in schizophrenia (SCZ), including identification of key goals and outcomes for treatment and relative importance of certain treatment goals to patients, have been assessed by several studies. However, there continues to be a lack of sufficient evidence on US patient attitudes and perceptions towards treatment goals and pharmacotherapy options in SCZ, especially taking into context long-acting injectable antipsychotics (LAIs) in this disease area. This lack of evidence is further pronounced in caregivers of individuals with SCZ. The objective of this analysis was to characterize patients with SCZ on LAIs vs patients on oral antipsychotics (OAPs) and evaluate the treatment goals of patients in each group.MethodsThis was a real-world, cross-sectional survey of US psychiatrists, patients =18 years old with a diagnosis of SCZ, and caregivers. Data was collected using the Disease Specific Programme (DSP) methodology, which has been previously published. Psychiatrists (n=120) completed detailed record forms for next 8 consecutive outpatients and 2 inpatients matching inclusion criteria, including non-interventional clinical and subjective assessments. The same patients and their caregivers, if present, were invited by their psychiatrist to voluntarily complete a separate survey.ResultsOf 1135 patients on treatment where the physician provided survey data; 251 were on an LAI, and 884 were on an OAP. Mean (SD) time to SCZ diagnosis for those on an LAI was 10.3 (12.0) years vs 7.8 (10.5) years for those on OAPs. More patients in the LAI vs OAP group were being treated as an inpatient (27.1% vs 15.7%, respectively; p<0.0001). Patients on an LAI reported being on their current medication regimen for less time (mean 1.7 years) vs those on OAPs (mean 2.5 years) (p=0.0093). More patients on LAIs were unemployed due to disability vs those on OAPs (56.1% vs 39.5%, respectively), and less patients on LAIs were able to work part-time or full-time (21.1% or 4.1%) vs those on OAPs (23.2% or 11.4%). More patients on an LAI had a caregiver vs those on OAPs (37.3% vs 26.1%, respectively; p=0.0011). Regarding the most important treatment goals reported by patients, both groups reported similar preferences for decrease in disease symptoms (62% on LAI vs 65% on OAPs) and thinking more clearly (53% on LAI vs 46% on OAPs); however, a numerically higher proportion of LAI patients reported that the current medication helped decrease hospitalizations due to relapse vs those on OAPs (38% vs 32%, respectively).DiscussionGiven the characteristics of patients participating in this real-world survey, those on LAIs exhibited qualities which indicate a higher severity of illness vs those on OAPs. Results suggest that treatment with LAIs is still mainly being provided to patients later in the disease course and/or who have adherence problems, despite a growing body of evidence of utility in younger patients earlier in the course of illness.FundingOtsuka Pharmaceutical Development & Commercialization, Inc. and Lundbeck LLC

scholarly journals Attitudes towards the New Zealand Government’s Smokefree 2025 goal associated with smoking and vaping in university students aged 18 to 24 years: results of a 2018 national cross-sectional survey

BMJ Open ◽  
2020 ◽  
Vol 10 (11) ◽  
pp. e037362
Author(s):  
Ben Wamamili ◽  
Mark Wallace-Bell ◽  
Ann Richardson ◽  
Randolph C Grace ◽  
Pat Coope
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
New Zealand ◽  
University Students ◽  
Confidence Intervals ◽  
Logistic Regression Analysis ◽  
Smoking Prevalence ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Lower Odds

ObjectiveIn March 2011, New Zealand (NZ) launched an aspirational goal to reduce smoking prevalence to 5% or less by 2025 (Smokefree 2025 goal). Little is known about university students’ awareness of, support for and perceptions about this goal. We sought to narrow the knowledge gap.SettingUniversity students in NZ.MethodsWe analysed data from a 2018 cross-sectional survey of university students across NZ. Logistic regression analysis examined the associations between responses about the Smokefree goal with smoking and vaping, while controlling for age, sex and ethnicity. Confidence intervals (95% CI) were reported where appropriate.ParticipantsThe sample comprised 1476 students: 919 (62.3%) aged 18 to 20 and 557 (37.7%) aged 21 to 24 years; 569 (38.6%) male and 907 (61.4%) female; 117 (7.9%) Māori and 1359 (92.1%) non-Māori. Of these, 10.5% currently smoked (ie, smoked at least monthly) and 6.1% currently vaped (ie, used an e-cigarette or vaped at least once a month).ResultsOverall awareness of the Smokefree goal was 47.5% (95% CI: 44.9 to 50.1); support 96.9% (95% CI: 95.8 to 97.8); belief that it can be achieved 88.8% (95% CI: 86.8 to 90.7) and belief that e-cigarettes/vaping can help achieve it 88.1% (95% CI: 86.0 to 89.9).Dual users of tobacco cigarettes and e-cigarettes had greater odds of being aware of the Smokefree goal (OR=3.07, 95% CI: 1.19 to 7.92), current smokers had lower odds of supporting it (OR=0.13, 95% CI: 0.06 to 0.27) and of believing that it can be achieved (OR=0.15, 95% CI: 0.09 to 0.24) and current vapers had greater odds of believing that e-cigarettes/vaping can help to achieve it (OR=8.57, 95% CI: 1.18 to 62.52) compared with non-users.ConclusionsThe results suggest strong overall support for the Smokefree goal and belief that it can be achieved and that e-cigarettes/vaping can help achieve it. Smoking and vaping were associated with high awareness of the Smokefree goal, but lower support and optimism that it can be achieved.

scholarly journals Gender and Transaction Costs in Use of Zero Grazing Net for Tsetse Fly and Trypanosomiasis Control in Stall Feeding Systems in Kenya

2017 ◽  
Vol 7 (3) ◽  
pp. 96
Author(s):  
Jared Isaboke Mose
Keyword(s):  
Transaction Costs ◽  
Institutional Economics ◽  
Survey Design ◽  
Sampling Technique ◽  
New Institutional Economics ◽  
Tsetse Fly ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Men And Women ◽  
Zero Grazing

Trypanosomiasis is a widespread constraint in livestock production, mixed farming and human health in Africa. Several technologies have been developed to ameliorate the effects of the disease but delivery of these technologies to farmers has been undertaken on trial and error basis without a proper strategy leading to more failure than success and wastage of scarce resources. The purpose of this paper was to carry out an analysis of transaction costs incurred in accessing and using insecticide treated net in tsetse and trypanosomiasis control among smallholder cattle farms in Busia County, Kenya. The study utilized cross–sectional survey design and was guided by the New Institutional Economics approach and utilized stratified and simple random sampling technique to get 211 respondents for the study. Data was collected by use of structured questionnaires and analyzed using descriptive and inferential statistics. Conjoint analysis results for zero grazing net showed that cost was the most important factor influencing farmers’ decision, accounting for 38.52% of the total while durability and availability each accounted for 25% and retreatability accounted for 10% of the decisions. Further t-test results showed that there were significant differences between men and women with respect to attribute scores (at 99 d.f. and alpha = 0.05%) suggesting that men and women face different transaction costs in accessing T&T control technologies. Therefore there is need for gender sensitive strategies in T&T technology design and dissemination. Tsetse fly and Trypanosomiasis control by use of low cost technologies such as insecticide treated zero grazing net should be promoted by government and other development partners. The net should be affordable, available at supply outlets close to farmers, long lasting and re-treatable for famers to take it up.

scholarly journals Sleeping Disorders in Healthy Individuals with Different Dietary Patterns and BMI, Questionnaire Assessment

2021 ◽  
Vol 18 (23) ◽  
pp. 12285
Author(s):  
Magda Piekarska ◽  
Martyna Pszczółka ◽  
Damian Parol ◽  
Paweł Szewczyk ◽  
Daniel Śliż ◽  
...  
Keyword(s):  
Dietary Patterns ◽  
Sleep Disturbances ◽  
Dietary Habits ◽  
Health Workers ◽  
Fruit And Vegetables ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Sleeping Disorders ◽  
Athens Insomnia Scale ◽  
Public Health Workers

The COVID-19 pandemic and abiding restrictions have affected every life domain. Sleep disturbances are a major health issue that is linked with a higher prevalence of metabolic syndrome, obesity, and psychological burdens. Research of sleeping disorders among vegetarian and non-vegetarian subpopulations is limited. The aim of the study was to assess the prevalence of sleeping disorders during the COVID-19 pandemic among people with different dietary patterns. Using a web-based cross-sectional survey, data were collected from 1987 people. A total of 1956 respondents met all study conditions. The questionnaire consisted of sociodemographic information, assessment of dietary habits, and assessment of the prevalence of insomnia and sleepiness, based on the Athens Insomnia Scale (AIS) and Epworth Sleepiness Scale (ESS). A total of 36.04% (n = 705) respondents declared that they noticed a change in the quality of their sleep during the last year. According to AIS and ESS, non-vegetarians suffered from insomnia or sleepiness more often than vegetarians. Insomnia and sleepiness were also more prevalent among those respondents who declared consumption of fruit and vegetables less often than once a day compared with those who consumed fruit and vegetables daily. Respondents with BMI within the recommended limit (18.5–24.99) suffered from insomnia less often when compared with underweight (BMI < 18.5) or obese (BMI ≥ 25) respondents. Those results may be useful for public health workers and medical professionals in terms of establishing new instruments that help treat sleeping disorders.

scholarly journals Use of the Consumer-Based Meditation App Calm for Sleep Disturbances: Cross-Sectional Survey Study (Preprint)

2020 ◽  
Author(s):  
Jennifer Huberty ◽  
Megan E Puzia ◽  
Linda Larkey ◽  
Michael R Irwin ◽  
Ana-Maria Vranceanu
Keyword(s):  
Sleep Disturbance ◽  
Sleep Disturbances ◽  
Mobile Apps ◽  
Survey Study ◽  
Cross Sectional Survey ◽  
Chi Square ◽  
Cross Sectional ◽  
Common Time ◽  
Usage Patterns ◽  
Waking Up

BACKGROUND Over 30% of Americans report regular sleep disturbance, and consumers are increasingly seeking strategies to improve sleep. Self-guided mindfulness mobile apps may help individuals improve their sleep. Despite the recent proliferation of sleep content within commercially available mindfulness apps, there is little research on how consumers are using these apps for sleep. OBJECTIVE We conducted a cross-sectional survey among subscribers to Calm, a popular, consumer-based, mindfulness-based meditation app, and described and compared how good sleepers, poor sleepers, and those with self-reported insomnia use the app for sleep. METHODS Participants who were paying subscribers of Calm and had used a sleep component of Calm in the last 90 days were invited to complete an investigator-developed survey that included questions about sleep disturbance and the use of Calm for sleep. Based on self-reports of sleep disturbances and of insomnia diagnosis, participants were categorized as “good sleepers,” “poor sleepers,” or “those with insomnia diagnosis.” Chi-square tests compared reasons for downloading the app and usage patterns across participants with and without sleep disturbance. RESULTS There was a total of 9868 survey respondents. Approximately 10% of participants (1008/9868, 10.21%) were good sleepers, 78% were poor sleepers (7565/9868, 77.66%), and 11% reported a diagnosis of insomnia (1039/9868, 10.53%). The sample was mostly White (8185/9797, 83.55%), non-Hispanic (8929/9423, 94.76%), and female (8166/9578, 85.26%). The most common reasons for sleep disturbances were racing thoughts (7084/8604, 82.33%), followed by stress or anxiety (6307/8604, 73.30%). Poor sleepers and those with insomnia were more likely than good sleepers to have downloaded Calm to improve sleep (χ<sup>2</sup><sub>2</sub>=1548.8, <i>P</i>&lt;.001), reduce depression or anxiety (χ<sup>2</sup><sub>2</sub>=15.5, <i>P</i>&lt;.001), or improve overall health (χ<sup>2</sup><sub>2</sub>=57.6, <i>P</i>&lt;.001). Respondents with insomnia used Calm most often (mean 5.417 days/week, SD 1.936), followed by poor sleepers (mean 5.043 days/week, SD 2.027; <i>F</i><sub>2</sub>=21.544, <i>P</i>&lt;.001). The most common time to use Calm was while lying down to sleep (7607/9686, 78.54%), and bedtime use was more common among poor sleepers and those with insomnia (χ<sup>2</sup><sub>2</sub>=382.7, <i>P</i>&lt;.001). Compared to good and poor sleepers, those with insomnia were more likely to use Calm after waking up at night (χ<sup>2</sup><sub>2</sub>=410.3, <i>P</i>&lt;.001). Most participants tried to use Calm on a regular basis (5031/8597, 58.52%), but regular nighttime use was most common among those with insomnia (646/977, 66.1%), followed by poor sleepers (4040/6930, 58.30%; χ<sup>2</sup><sub>2</sub>=109.3, <i>P</i>&lt;.001). CONCLUSIONS Of the paying subscribers to Calm who have used one of the sleep components, approximately 90% have sleep difficulties, and 77% started using Calm primarily for sleep. These descriptive data point to areas of focus for continued refinement of app features and content, followed by prospective trials testing efficacy of consumer-based meditation mobile apps for improving sleep.

scholarly journals Determinants Associated with Discontinuation of Modern Contraceptive in East Kalimantan: a Further Analysis of Indonesia Demographic and Health Survey 2017

2020 ◽  
Vol 8 (2) ◽  
Author(s):  
Ike Anggraeni ◽  
Annisa Nurrachmawati ◽  
Winardi Winardi ◽  
Hasmawati Hasmawati ◽  
Dewi Endah Ramadhani
Keyword(s):  
Family Planning ◽  
Health Survey ◽  
Urban Areas ◽  
Demographic And Health Survey ◽  
Modern Contraceptive ◽  
Entertainment Education ◽  
Childbearing Age ◽  
Cross Sectional ◽  
East Kalimantan ◽  
Modern Contraceptives

The national family planning program in East Kalimantan needs to achieve a larger target on modern contraceptives. Despite the fertility decline, this program still facing increasing discontinuation rates. A better understanding of the factors behind the discontinuation of a modern method would help in improving programs. This study aims to analyze the determinants of discontinuation of modern contraceptive use. This was a cross-sectional study, the dataset came from Indonesia Demographic and Health Survey 2017 of East Kalimantan Province. The sample is all couples of childbearing age between 10–49 years with marital status who have used and are still using contraception (408 samples). Descriptive analyses were used to assess the reasons for discontinuation. Multiple logistic regression was used to estimate the likelihood of discontinuation by demographic characteristics and others. The proportion of respondents who continue using modern contraceptives was 51%, against 49% discontinuation. The reasons for discontinuation were the husband’s disapproval (31%) and health problems related to side effects (26.5%). In the multivariate analysis showed maternal age, women who live in urban areas, and women with birth planning near the future will have an opportunity to discontinue in modern contraceptives. It concluded that there is still high modern contraceptive discontinuation in East Kalimantan, therefore it needed for disseminating information through entertainment-education in social media, health workers better counseling services from also better tools, and include the male participation in family planning counseling. DETERMINAN YANG BERHUBUNGAN DENGAN PUTUS PAKAI KONTRASEPSI MODERN DI KALIMANTAN TIMUR: ANALISIS LANJUT SURVEI DEMOGRAFI DAN KESEHATAN INDONESIA 2017Program keluarga berencana nasional di Kalimantan Timur perlu mencapai target yang lebih baik dalam penggunaan kontrasepsi modern. Meskipun terdapat penurunan fertilitas, namun program keluarga berencana masih menghadapi peningkatan angka putus pakai. Pemahaman yang lebih baik tentang faktor-faktor di balik putus pakai metode kontrasepsi modern akan membantu meningkatkan program. Penelitian ini bertujuan menganalisis faktor-faktor penentu putus pakai penggunaan kontrasepsi modern. Desain penelitian ini adalah cross-sectional, set data berasal dari Survei Demografi Kesehatan Indonesia 2017 untuk Provinsi Kalimantan Timur. Sampel adalah semua pasangan usia subur berusia 10–49 tahun dengan status perkawinan baik bagi yang pernah menggunakan dan masih menggunakan kontrasepsi, yaitu 408 sampel. Analisis deskriptif digunakan untuk menilai alasan putus pakai. Regresi logistik berganda digunakan untuk memperkirakan kemungkinan putus pakai berdasar atas karakteristik demografis dan lainnya. Proporsi responden yang masih terus menggunakan kontrasepsi modern adalah 51% dibanding dengan 49% putus pakai. Alasan penghentian adalah ketidaksetujuan suami (31%) dan masalah kesehatan yang berkaitan dengan efek samping (26,5%). Dalam analisis multivariat menunjukkan usia ibu, wanita yang tinggal di daerah perkotaan, dan wanita dengan perencanaan kelahiran dalam waktu dekat akan memiliki kesempatan untuk berhenti menggunakan kontrasepsi modern. Dapat disimpulkan bahwa kejadian putus pakai kontrasepsi modern masih tinggi di Kalimantan Timur, oleh karena itu diperlukan diseminasi informasi melalui entertainment-education dalam sosial media, layanan konseling dari petugas kesehatan, serta alat bantu konseling yang lebih baik dan juga keikutsertaan pria dalam proses konseling.

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