Analysis on the Choice of Livelihood Strategy for Peasant Households Renting out Farmland: Evidence from Western Poverty-Stricken Areas in China

Investigating the choice of livelihood strategies has great significance for improving the living standards of peasant households who rent out farmland. This study evaluates the impact of renting-out land on households’ livelihood strategies in China’s western poverty-stricken areas. Data were obtained from cross sectional survey of 585 field survey data from peasant households who rent out land. The K-means clustering method was used to classify the livelihood strategies of the sample households. In view of sustainable livelihood framework, this paper used combination weighting model based on game theory to calculate the quo of households’ livelihood capital. The Multinomial Logistic Regression was used to explore the relationship between livelihood capitals and livelihood strategies. Results show that: livelihood strategy of households who rent out the land can be divided into “agricultural-led” livelihood strategy, “working-oriented” livelihood strategy and “part-time” livelihood strategy. Additionally, the results of Multinomial Logistic Regression show that the households with high human capital and financial capital tend to choose the “working-oriented” livelihood strategy and the households with high natural capital tend to choose the “agricultural-led” livelihood strategy. Therefore, in order to realize the sustainable livelihood of these households, different policy support should be proposed based on the heterogeneity of households in the process of land transfer.

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Menopausal hormone therapy: Characterising users in an Australian national cross-sectional study

PLoS ONE ◽

10.1371/journal.pone.0253725 ◽

2021 ◽

Vol 16 (8) ◽

pp. e0253725

Author(s):

Louiza S. Velentzis ◽

Sam Egger ◽

Emily Banks ◽

Karen Canfell

Keyword(s):

Logistic Regression ◽

Hormone Therapy ◽

Multinomial Logistic Regression ◽

Personal Characteristics ◽

Cross Sectional Study ◽

Menopausal Symptoms ◽

Menopausal Hormone Therapy ◽

Bilateral Oophorectomy ◽

Cross Sectional Survey ◽

Cross Sectional

Menopausal hormone therapy (MHT) is effective for menopausal symptoms, however, its use is also associated with risks of serious health conditions including breast, ovarian and endometrial cancer, stroke and venous thromboembolism. MHT-related health risks increase with longer durations of use. In Australia, while overall MHT use fell when risk-related findings were published in 2002, a significant number of women continue using MHT long-term. We aimed to examine socio-demographic, health-related and lifestyle characteristics in relation to post-2002 MHT use, and to compare use for <5 and ≥5 years. Data from 1,561 participants from an Australian, national, cross-sectional survey of women aged 50–69 in 2013 were analysed. Odds ratios (ORs) were calculated using logistic regression for characteristics related to overall MHT use post-2002 and multinomial logistic regression for associations between MHT duration of use [never/<5 years/≥5 years] and personal characteristics, adjusting for sociodemographic, reproductive, health and lifestyle factors. Post-2002 MHT use was associated with increasing age (p-trend<0.001), hysterectomy versus no hysterectomy (OR:2.55, 95%CI = 1.85–3.51), bilateral oophorectomy vs no oophorectomy (OR:1.66, 95%CI = 1.09–2.53), and ever- versus never-use of therapies other than MHT for menopausal symptoms (OR:1.93, 95%CI = 1.48–2.57). Women with prior breast cancer (OR:0.35, 95%CI = 0.17–0.74) and with more children (p-trend = 0.034) were less likely than other women to use MHT. Prior hysterectomy was more strongly associated with MHT use for ≥5 years than for <5 years (p = 0.004). Ever-use of non-MHT menopausal therapies was associated with MHT use for <5 years but not with longer-term use (p = 0.004). This study reinforces the need for MHT users and their clinicians to re-evaluate continued MHT use on an ongoing basis.

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Underweight and overweight/obesity among adults in Afghanistan: Prevalence and correlates from a national survey in 2018

10.21203/rs.3.rs-366120/v1 ◽

2021 ◽

Author(s):

Supa Pengpid ◽

Karl Peltzer

Keyword(s):

Logistic Regression ◽

Multinomial Logistic Regression ◽

Normal Weight ◽

Relative Risk Ratio ◽

Adjusted Relative Risk ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Dual Burden ◽

Male Sex

Abstract Background The study aimed to estimate the prevalence and correlates of underweight and overweight/obesity among adults in Afghanistan. Methods National cross-sectional survey data of 3,779 persons aged 18–69 years were analysed. Multinomial logistic regression was used to estimate factors associated with underweight and overweight/obesity relative to normal weight. Results In all, 7.8% of the study sample was underweight (BMI < 18.5 kg/m²), 49.5% had normal weight (BMI 18.5–24.9 kg/m²), 25.5% overweight (25.0-29.9 kg/m²), and 17.2% obesity. In adjusted multinomial logistic regression, factors negatively associated with underweight were male sex (Adjusted Relative Risk Ratio-ARRR: 0.55, Confidence Interval-CI: 0.32–0.95). Factors positively associated with overweight/obesity were aged 30–44 years (ARRR: 1.92, CI: 1.46–2.53) and aged 45–69 years (ARRR: 1.49, CI: 1.05–2.11) (compared to 18–29 years) (ARRR: 1.28, CI: 1.14–2.18), hypertension (ARRR: 2.69, CI: 1.88–3.85), type 2 diabetes (ARRR: 1.81, CI: 1.15–2.86), and raised cholesterol (ARRR: 2.04, CI: 1.41–2.95). Conclusion Almost one in ten adult respondents were underweight and more than two in five were overweight/obese, confirming a dual burden of malnutrition in Afghanistan.

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Overweight and Obesity Among Adults in Iraq: Prevalence and Correlates From a National Survey in 2015

10.20944/preprints202011.0489.v1 ◽

2020 ◽

Author(s):

Supa Pengpid ◽

Karl Peltzer

Keyword(s):

Logistic Regression ◽

Multinomial Logistic Regression ◽

Normal Weight ◽

Overweight And Obesity ◽

Relative Risk Ratio ◽

Adjusted Relative Risk ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Adult Participants ◽

Nationally Representative

The study aimed to estimate the prevalence and correlates of overweight and obesity among adults in Iraq. Data from a 2015 nationally representative cross-sectional survey of 3,916 persons 18 years and older were analysed that responded to a questionnaire, physical and biochemical measures. Multinomial logistic regression was utilized to predict determinants of overweight and obesity relative to under or normal weight. Results indicate that 3.6% of the participants were underweight (BMI <18.5 kg/m²), 30.8% had normal weight (BMI 18.5-24.9 kg/m²), 31.8% were overweight (25.0-29.9 kg/m²), and 33.9% had obesity (BMI ≥ 30.0 kg/m²). In adjusted multinomial logistic regression, aged 40-49 years (Adjusted Relative Risk Ratio-ARRR: 4.47, Confidence Interval-CI: 3.39-5.91), urban residence (ARRR: 1.28, CI: 1.14-2.18), hypertension (ARRR: 3.13, CI: 2.36-4.17) were positively, and male sex (ARRR: 0.47, CI: 0.33-0.68), having more than primary education (ARRR: 0.69, CI: 0.50-0.94), and larger household size (≥5 members) (ARRR: 0.45, CI: 0.33-0.60) were negativey associated with obesity. About two in three adult participants were overweight/obese, and sociodemographic and health risk factors were found that can be utilized in targeting interventions.

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Impact of COVID-19 on the Knowledge and Attitudes of Dentists toward Teledentistry

JDR Clinical & Translational Research ◽

10.1177/2380084421998632 ◽

2021 ◽

pp. 238008442199863

Author(s):

S.P. Plaza-Ruíz ◽

D.M. Barbosa-Liz ◽

A.A. Agudelo-Suárez

Keyword(s):

Logistic Regression ◽

Digital Media ◽

Multinomial Logistic Regression ◽

Bivariate Analysis ◽

Dental Practice ◽

Cross Sectional Survey ◽

Sociodemographic Variables ◽

Knowledge And Attitudes ◽

Knowledge And Practice ◽

The Impact

Introduction: The coronavirus disease 2019 (COVID-19) pandemic has created a new scenario for dental practice, and teledentistry (TD) is a field of relevance for dentists. Objective: To evaluate the impact of the COVID-19 pandemic on the knowledge, practices, and expectations of dentists toward TD and its association with sociodemographic variables. Methods: A cross-sectional survey was administered to dentists in Colombia as part of global research on the impact of COVID-19 on dentistry. The core questionnaire included 5 additional questions on TD that were added by the Colombian research team in 5 domains about TD: Q1, knowledge; Q2, practices; Q3, expectations; Q4, usefulness; and Q5, reimbursement. Sociodemographic variables were also measured. The questionnaire was validated in a pilot test and administered via digital media. Descriptive and bivariate analysis for sociodemographic and TD variables were done. For the evaluation of the chances of a determined answer, an ordinal multinomial logistic regression (Q1 and Q2) and binomial logistic regression (Q3 and Q5) analyses were made. Results: In total, 5,370 dentists answered the survey (women: 3,878; mean age: 45 y). The response rate of the survey was 16.84%. Knowledge and practice of TD before the COVID-19 pandemic were both low (25.75% and 12.42%, respectively); however, since the beginning of the current pandemic, knowledge increased by 62.72% and practice by 42.53%. Some 93.1% of respondents considered that TD could be useful in their clinical practice, and 59.55% would consider practicing it after the pandemic. A high number of dentists (88.58%) did not charge for these services. Logistic regressions showed significant differences according to sociodemographic variables. Conclusions: The COVID-19 pandemic has had a great impact on TD, increasing knowledge and practice significantly. Dentists expect to continue practicing TD in the future. However, some geographical, technological, and attitudinal barriers need to be broken down to increase daily use of TD. Knowledge Transfer Statement: This article provides an overview about the impact of COVID-19 pandemic in the knowledge and attitudes about teledentistry (TD) in general dentists and both clinical and nonclinical specialists. Although some barriers to the use of TD continue, this pandemic brought with it a new scenario for dental practice, which must be implemented through training for professionals to increase its use.

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Overweight and Obesity among Adults in Iraq: Prevalence and Correlates from a National Survey in 2015

International Journal of Environmental Research and Public Health ◽

10.3390/ijerph18084198 ◽

2021 ◽

Vol 18 (8) ◽

pp. 4198

Author(s):

Supa Pengpid ◽

Karl Peltzer

Keyword(s):

Logistic Regression ◽

Multinomial Logistic Regression ◽

Normal Weight ◽

Overweight And Obesity ◽

Relative Risk Ratio ◽

Adjusted Relative Risk ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Adult Participants ◽

Nationally Representative

This study aimed to estimate the prevalence and correlates of overweight and obesity among adults in Iraq. Data from a 2015 nationally representative cross-sectional survey of 3916 persons 18 years or older (M (median) age = 40 years, IQR (interquartile range) age = 29–52 years; men: M = 41 years, IQR = 29–54 years; women: M = 40 years, IQR = 30–51 years) who responded to a questionnaire, and physical and biochemical measures were analysed. Multinomial logistic regression was utilised to predict the determinants of overweight and obesity relative to under or normal weight. The results indicate that 3.6% of the participants were underweight (body mass index (BMI) <18.5 kg/m2), 30.8% had normal weight (BMI 18.5–24.9 kg/m2), 31.8% were overweight (25.0–29.9 kg/m2), and 33.9% had obesity (BMI ≥30.0 kg/m2). In the adjusted multinomial logistic regression, being aged 40–49 years (compared to 18–39 years old) (adjusted relative risk ratio (ARRR): 4.47, confidence interval (CI): 3.39–5.91), living in an urban residence (ARRR: 1.28, CI: 1.14–2.18), and having hypertension (ARRR: 3.13, CI: 2.36–4.17) were positively associated with obesity. Being male (ARRR: 0.47, CI: 0.33–0.68), having more than primary education (ARRR: 0.69, CI: 0.50–0.94), and having a larger household size (five members or more) (ARRR: 0.45, CI: 0.33–0.60) were negatively associated with obesity. Approximately two in three adult participants were overweight/obese, and sociodemographic and health risk factors were found that can be utilised in targeting interventions.

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Underweight and overweight/obesity among adults in Afghanistan: prevalence and correlates from a national survey in 2018

Journal of Health Population and Nutrition ◽

10.1186/s41043-021-00251-0 ◽

2021 ◽

Vol 40 (1) ◽

Author(s):

Supa Pengpid ◽

Karl Peltzer

Keyword(s):

Logistic Regression ◽

Multinomial Logistic Regression ◽

Normal Weight ◽

Relative Risk Ratio ◽

Adjusted Relative Risk ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Negatively Associated ◽

Dual Burden

Abstract Background The study aimed to estimate the prevalence and correlates of underweight and overweight/obesity among adults in Afghanistan. Methods National cross-sectional survey data of 3779 persons aged 18–69 years were analysed. Multinomial logistic regression was used to estimate factors associated with underweight and overweight/obesity relative to normal weight. Results In all, 7.8% of the study sample was underweight (BMI < 18.5 kg/m2), 49.5% had normal weight (BMI 18.5–24.9 kg/m2), 25.5% overweight (25.0–29.9 kg/m2), and 17.2% obesity. In adjusted multinomial logistic regression, factors negatively associated with underweight were male sex (adjusted relative risk ratio (ARRR): 0.30, 95% confidence interval (CI): 0.15–0.58) and hypertension (ARRR: 0.51, 95% CI: 0.27–0.95) and factors positively associated with underweight were sedentary behaviour (ARRR: 1.85, 95% CI: 1.11–3.10) and current tobacco use (ARRR: 2.58, 95% CI: 1.08–6.16). Factors positively associated with overweight/obesity were aged 30–44 years (ARRR: 2.00, CI: 1.51–2.66) and aged 45–69 years (ARRR: 1.58, CI: 1.09–2.31) (compared to 18–29 years) (ARRR: 1.28, CI: 1.14–2.18), hypertension (ARRR: 2.74, CI: 1.89–3.96), and type 2 diabetes (ARRR: 1.82, CI: 1.13–2.94), and high physical activity (ARRR: 0.70, CI: 0.50–0.98) was negatively associated with overweight/obesity. Conclusion Almost one in ten adult respondents were underweight and more than two in five were overweight/obese, confirming a dual burden of malnutrition in Afghanistan.

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Acceptance of COVID-19 Vaccination during the COVID-19 Pandemic in China

Vaccines ◽

10.3390/vaccines8030482 ◽

2020 ◽

Vol 8 (3) ◽

pp. 482 ◽

Cited By ~ 7

Author(s):

Jiahao Wang ◽

Rize Jing ◽

Xiaozhen Lai ◽

Haijun Zhang ◽

Yun Lyu ◽

...

Keyword(s):

Logistic Regression ◽

Vaccine Safety ◽

Vaccine Uptake ◽

Immunization Programs ◽

Chinese Adults ◽

Vaccine Price ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Vaccination Acceptance ◽

The Impact

Background: Faced with the coronavirus disease 2019 (COVID-19) pandemic, the development of COVID-19 vaccines has been progressing at an unprecedented rate. This study aimed to evaluate the acceptance of COVID-19 vaccination in China and give suggestions for vaccination strategies and immunization programs accordingly. Methods: In March 2020, an anonymous cross-sectional survey was conducted online among Chinese adults. The questionnaire collected socio-demographic characteristics, risk perception, the impact of COVID-19, attitudes, acceptance and attribute preferences of vaccines against COVID-19 during the pandemic. Multivariate logistic regression was performed to identify the influencing factors of vaccination acceptance. Results: Of the 2058 participants surveyed, 1879 (91.3%) stated that they would accept COVID-19 vaccination after the vaccine becomes available, among whom 980 (52.2%) wanted to get vaccinated as soon as possible, while others (47.8%) would delay the vaccination until the vaccine’s safety was confirmed. Participants preferred a routine immunization schedule (49.4%) to emergency vaccination (9.0%) or either of them (41.6%). Logistic regression showed that being male, being married, perceiving a high risk of infection, being vaccinated against influenza in the past season, believing in the efficacy of COVID-19 vaccination or valuing doctor’s recommendations could increase the probability of accepting COVID-19 vaccination as soon as possible, while having confirmed or suspected cases in local areas, valuing vaccination convenience or vaccine price in decision-making could hinder participants from immediate vaccination. Conclusion: During the pandemic period, a strong demand for and high acceptance of COVID-19 vaccination has been shown among the Chinese population, while concerns about vaccine safety may hinder the promotion of vaccine uptake. To expand vaccination coverage, immunization programs should be designed to remove barriers in terms of vaccine price and vaccination convenience, and health education and communication from authoritative sources are important ways to alleviate public concerns about vaccine safety.

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Prevalence and Factors Associated to Persistent Anemia among Pregnant Women in the Buea Health District, Cameroon

International Blood Research & Reviews ◽

10.9734/ibrr/2021/v12i130142 ◽

2021 ◽

pp. 20-27

Author(s):

Simon Eyongabane Ako ◽

Bimabam Josiah ◽

Oscar Sakwe ◽

Tembong Nerville ◽

Vicky Tankeu Ndassi

Keyword(s):

Logistic Regression ◽

Pregnant Women ◽

Multinomial Logistic Regression ◽

Health District ◽

Folate Intake ◽

Cross Sectional ◽

Multinomial Logistic Regression Analysis ◽

Factors Associated ◽

Intervention Measures ◽

The Impact

Introduction: Anemia in pregnancy represents a life-threatening but preventable reason for maternal and childhood morbidity and mortality. Although intervention measures are practiced in most affected countries like Cameroon, the impact of anemia on pregnant women is still apparent in most local communities. The relative contribution of sociodemographic related to anemia throughout gestation varies greatly and warrants investigation in urban and rural communities in developing countries, where the condition is most apparent. Methods: A cross-sectional study design was carried out from February to July 2019 at six sites, Regional Hospital Buea, Bokwango Integrated Health Center (IHC), Buea - Road IHC, Buea town IHC, Molyko IHC, and Great Soppo IHC. A total of 408 pregnant women were enrolled in the study. The sociodemographic characteristics identified through questionnaires filled by the participants included age, marital status, educational status, occupation, gravida status, alcohol intake, iron folate intake, knowledge on anemia and crave for non-food substance. The clinical factors of participants gathered included previous records of diarrhea within the last 6 months, diagnosis for worm infection for the last 6 months, diagnosis for Malaria for the last 6 months. A blood sample was collected and analyzed with a haemoglobinometer ( HemoCue 201+ system, Sweden). SPSS version 22 statistical package software was used to perform the data analysis. Factors related to anemia among participants unadjusted and adjusted odds ratios with their 95%CI were calculated using logistic regression models. Results: The prevalence of anemia was 50 %. Among the anemic study participants 0.74 %, 11.76 %, and 37.50 % recorded severe, moderate, and mild levels of anemia respectively. The majority of the anemic participants 195 (95.6%) and 126 (61.8) had recently been diagnosed for Malaria and worm infections respectively. Craving for non-food substances (Calabar clay) and poor adherence to iron folate intake had a prevalence of 120 (58.8%) and 117 (57.4%) respectively. Multinomial logistic regression analysis showed that, irregular adherence to iron folate intake and reduce intake of iron folate frequency 2-3 times/week was statistically significantly associated with anemia (p=0.0001 and p= 0.0001 respectively). We equally observed a statistically significant association of alcohol drink consumption and craving for non-food substances (Calabar clay) with anemia (p=0.004 and p=0.0001 respectively). Cases of worm infection for the last 6 months were statistically significantly related to anemia (p = 0.004). Conclusion: Anemia is high among pregnant women in the Buea health district. Factors associated with persistent anemia despite intervention measures in the community hospitals include malaria; no intake or reduced intake of iron folate; alcohol drinks consumption; craving for non-food substances (Calabar clay) and previously diagnosed worm infection within the last 6 months.

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439. Corowa-kun: Impact of a COVID-19 Vaccine Information Chatbot on Vaccine Hesitancy, Japan 2021

Open Forum Infectious Diseases ◽

10.1093/ofid/ofab466.638 ◽

2021 ◽

Vol 8 (Supplement_1) ◽

pp. S321-S322

Author(s):

Takaaki Kobayashi ◽

Yuka Nishina ◽

Hana Tomoi ◽

Ko Harada ◽

Eiyu Matsumoto ◽

...

Keyword(s):

Logistic Regression ◽

Text Messages ◽

Vaccine Hesitancy ◽

Cross Sectional Survey ◽

Cross Sectional ◽

Vaccine Acceptance ◽

Factors Associated ◽

Significant Difference ◽

Vaccine Information ◽

The Impact

Abstract Background Japan has one of the highest vaccine hesitancy rates in the world. According to a previous study, less than 30% of people strongly agreed that vaccines were safe, important, or effective. We created a COVID-19 vaccine information chatbot in a popular messenger app in Japan to answer COVID-19 vaccine frequently asked questions (FAQs) via text messages. We assessed the impact of chatbot text messages on COVID-19 vaccine hesitancy by conducting a cross-sectional survey among chatbot users. Methods LINE is the most popular messenger app in Japan; about 86 million people in Japan (roughly two-thirds of the population) use this messenger app. Corowa-kun, a free chatbot, was created in LINE on February 6, 2021. Corowa-kun provides instant, automated answers to frequently asked COVID-19 vaccine questions. A cross-sectional survey assessing COVID-19 vaccine hesitancy was conducted via Corowa-kun during April 5 to 12, 2021. We included persons ages 16 years old and older who had not received a COVID-19 vaccine. The survey was written in Japanese and consisted of 21 questions. Corowa-kun’s Consultation Room Corowa-kun is the mascot of an online chatbot. This chatbot in LINE is used to answer COVID-19 vaccine frequently asked questions (FAQs) via text messages. As of May 10th, 70 FAQs are available. Results A total of 59,676 persons used Corowa-kun during February to April 2021. The most commonly accessed message categories were: “I have (select comorbidity), can I get a COVID-19 vaccine?” (23%); followed by questions on adverse reactions (22%) and how the vaccine works (20%). 10,192 users (17%) participated in the survey. Median age was 55 years (range 16 to 97), and most were female (74%). Intention to receive a COVID-19 vaccine increased from 59% to 80% after using Corowa-kun (p < 0.01). Overall, 20% remained hesitant: 16% (1,675) were unsure, and 4% (364) did not intend to be vaccinated. Factors associated with vaccine hesitancy were: age 16 to 34 (odds ratio [OR] = 3.7, 95% confidential interval [CI]: 3.0–4.6, compared to age ≥65), female sex (OR = 2.4, Cl: 2.1–2.8), and history of another vaccine side-effect (OR = 2.5, Cl: 2.2–2.9). Being a physician (OR = 0.2, Cl: 0.1-0.4) and having received a flu vaccine the prior season (OR = 0.4, Cl: 0.3-0.4) were protective. COVID-19 vaccine acceptance increased and hesitancy decreased after using Corowa-kun, Japan, 2021 (n=10,192) *There was a statistically significant difference in responses between before and after using Corowa-kun (p < 0.01, Chi-square test). Univariable logistic regression models of factors associated with COVID-19 vaccine hesitancy, Japan, 2021 (n=10,192) Ref: reference NA: Logistic regression was not performed due to too small number (n≤3) Conclusion Corowa-kun reduced vaccine hesitancy by providing COVID-19 vaccine information in a messenger app. Mobile messenger apps could be leveraged to increase COVID-19 vaccine acceptance. Disclosures All Authors: No reported disclosures

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Analysis of the Prevalence of the Preferred Methods of Contraception During the COVID 19 Lockdown in Uganda: A Multinomial Logistic Regression Study.

10.21203/rs.3.rs-635015/v1 ◽

2021 ◽

Author(s):

Julius Sseninde ◽

Allen Kabagenyi ◽

Betty Kyadondo ◽

Evelyne Nyachwo ◽

Agnes Kiragga ◽

...

Keyword(s):

Logistic Regression ◽

Family Planning ◽

Multinomial Logistic Regression ◽

Unwanted Pregnancy ◽

Information Access ◽

Cross Sectional Survey ◽

Post Intervention ◽

Cross Sectional ◽

Short Acting ◽

Logistic Regression Models

Abstract Background In 2020 limitations to family planning information, access and utilization was exacerbated by COVID-19 pandemic and lockdown, globally incapacitating various channels to family planning information, access and, utilization. This study sought to analyse the prevalence of the preferred methods of contraception during the COVID 19 lockdown in Uganda using a multinomial logistic regression. Method Data was analyzed using univariate, bivariate, logistic and multinomial logistic regression models from the post intervention telehealth cross sectional survey.Results Out of the 244 women surveyed, more than three quarters (80%) used their preferred methods of family planning, while almost half of the participants (46%) used the Short Acting Methods as a preferred method of Family planning. The logistic regression showed that older aged participants, fear of security personnel, and fear that my spouse will know that the partner is using family planning as their biggest challenge plus participants who agreed that they won’t continue using family planning after the lockdown were less likely to use the preferred method of family planning. However, participants whose biggest challenge to access family planning information, and utilization was lack of money, those who received extremely adequate number of messages during the intervention and those that who were already using family planning before the intervention were more likely to use their preferred method of family planning. From the multinomial model, participants whose biggest challenges in accessing family planning services during the lockdown were fear of unwanted pregnancy, and fear if implant expires in her body were relatively more likely to use Long-term Acting Reversible Contraceptives than Short Acting Contraceptives as their preferred method of Family Planning. While participants who were relatively less likely to use to use LARC compared to SAC were those already using family planning before the start of the intervention. Conclusions We recommend prioritizing family planning information, access and utilization as one of the essential services during the lockdown, with more emphasis on intervention that address age specific needs and partner privacy issues. Addressing the use of LARC among women who are already using contraceptives is equally paramount in cases of the lockdown and health facility closures

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