Breastfeeding in emergencies with assessment of recent humanitarian crises and the Covid-19 pandemic.

The world is becoming a place where the number of emergencies and humanitarian crises is increasing rapidly due to economic inequality and the gap between developed and underdeveloped countries, as well as climate changes leading to disruption of the natural balance and development of natural disasters. The most vulnerable groups of the population including women and children always are affected by disasters. The younger the child, the more vulnerable he/she is, especially if not naturally fed or having a mother or parents. Various humanitarian organizations have been involved in a number of crises, with the World Health Organization and UNICEF and other United Nations-related organizations leading the way. In the care of mothers, infants and young children, most important is to ensure appropriate nutrition because otherwise it can result in life-threatening health conditions. The lack of protection, support and promotion of natural nutrition (breastfeeding) and its disruption and undermining by uncritical and uncontrolled donations and distribution of infant formula are the biggest challenge due to the lack of information of mothers, those who provide support in emergencies from both governmental and non-governmental sector, without cross-sectoral cooperation, thus causing uncoordinated and sometimes harmful interventions. Therefore, it is recommended that governments issue guidelines on infant and young child nutrition prior to the occurrence of an emergency, and crisis management regulations in which the issue of infant and young child nutrition will be given due consideration.Copyright © 2020 Croatian Paediatric Society. All rights reserved.

Psychosocial factors associated with the risk of developing psychosis in a Mexican general population sample

Epidemiological evidence has linked an array of sociodemographic and psychosocial factors with an increased risk of developing psychosis However, research in samples from low- and middle-income countries is still scarce. This study used a Mexican sample to explore (i) sociodemographic and psychosocial differences between individuals who screened positive for Clinical High-Risk for psychosis (CHRpositive group) and those who did not (Non-CHR group), and (ii) sociodemographic and psychosocial factors associated with screening positive for CHR. The sample consisted of 822 individuals from the general population. Findings showed that participants in the CHRpositive group were younger, had a lower educational level, and reported more mental health problems than the Non-CHR group. The CHR-positive group had a greater prevalence of medium/high risk associated with cannabis use, a higher prevalence of adverse experiences as well as higher levels of childhood maltreatment, poorer family functioning, and more COVID-related distress than the Non-CHR group. Findings of multivariate analysis showed that the variables associated with screening positive for CHR were: having an unhealthy family functioning, a higher risk associated with cannabis use, a lower level of education, having experienced a major natural disaster, violent or unexpected death of a relative or friend, higher levels of childhood maltreatment, and higher COVID-related distress. An older age was a protective factor for screening positive for CHR. Overall, the findings highlight the importance of examining potential psychosocial contributors to psychosis vulnerability across different sociocultural contexts to delineate risk and protective processes relevant to specific populations and better target preventive intervention efforts.

Predictors of individual mental health and psychological resilience after Australia's 2019-2020 bushfires.

AIMS: We assessed the mental health effects of Australia's 2019-2020 bushfires 12-18 months later, predicting psychological distress and positive psychological outcomes from bushfire exposure and a range of demographic variables, and seeking insights to enhance disaster preparedness and resilience planning for different profiles of people. METHODS: We surveyed 3083 bushfire-affected and non-affected Australian residents about their experiences of bushfire, COVID-19, psychological distress (depression, anxiety, stress, post-traumatic stress disorder) and positive psychological outcomes (resilient coping, wellbeing). RESULTS: We found high rates of distress across all participants, exacerbated by severity of bushfire exposure. For people who were bushfire-affected, being older, having less financial stress, and having no or fewer pre-existing mental disorders predicted both lower distress and higher positive outcomes. Being male or having less income loss also predicted positive outcomes. Severity of exposure, higher education and higher COVID-19-related stressors predicted both higher distress and higher positive outcomes. Pre-existing physical health diagnosis and previous bushfire experience did not significantly predict distress or positive outcomes. RECOMMENDATIONS: To promote disaster resilience, we recommend investment in mental health, particularly for younger adults and for those in rural and remote areas. We also recommend investment in mechanisms to protect against financial distress and the development of a broader definition of bushfire-related impacts than is currently used to capture brushfires' far-reaching effects.

Re-Emergence of Measles

In 2018-19, even before the pandemic, the world experienced major outbreaks of measles with 140,000 reported deaths mostly in low income countries where children suffer from malnutrition and overcrowding. In areas recovering from natural disasters and conflict areas and most children remain unvaccinated, outbreaks occur. The Philippines suffered similarly, with a devastating outcome and deaths of more than 800 children, even adults, in more than 40,000 hospitalized cases reported in 2019 over a 2 month period. A massive loss of vaccine confidence in 2018, brought about by the controversial introduction of a dengue vaccine reduced childhood vaccination coverage at an all-time low of 40-50%. Previous rates were in the 80-90% and measles was almost on the verge of elimination with no deaths and no cases between 2005-2009. The basic elements of complacency, convenience and confidence plus frequent occurrence of natural disasters over the years contributed much to these measles outbreaks. As a strategy, the government went into a massive supplementary immunization program with measles campaign including home visits to prevent another outbreak in the next 2 years after the pandemic begun. It has been implemented but targets are still wanting. The lessons learned from Measles resurgence are echoing all throughout the world and as the global response to the COVID19 continues, the measles as well as polio and other vaccine- preventable diseases need to be addressed with strategies that each country would find appropriate for them. Without sustained attention, the gains that have been achieved previously could easily get lost.Copyright © 2023

Perceived Stress, Social Support, and Blood Pressure in Urban Haiti

Introduction: Stress is associated with multiple adverse health outcomes, including hypertension. The impact of stress on health may be moderated by social support. The distribution of stress, support, and their association with hypertension have not been well described in low-income countries that face severe poverty. Over the past decade, Haiti has suffered massive natural disasters including the 2010 earthquake, cholera outbreak, COVID-19 pandemic, and recurrent civil instability-all of which may act as prolonged stressors.Hypothesis: We assessed the hypotheses that 1) there are high levels of both stress and support in Haiti, and 2) high support would moderate the relationship between high stress and hypertension. Method(s): We measured stress and social support using validated instruments in a population-representative cohort of adults living in urban Port-au-Prince, Haiti between March 2019 and April 2021. Stress was measured using the Perceived Stress Scale, while social support was measured using the Multidimensional Scale of Perceived Social Support. For visualization, continuous scores were categorized using equal-width groups (stress: low (1-5), moderate (6-10), high (11-16);support: low (7-21), low-moderate (22-35), moderate (36-49), moderate-high (50-64), high (65-77)). Linear regression models were used to quantify the associations between: 1) stress and support adjusting for age and sex, 2) blood pressure and stress adjusting for age and sex. A formal moderation analysis was conducted to assess if support moderated the relationship between stress and blood pressure. Result(s): Among 2,817 adults, 59.7% female and the median age was 40 years (IQR 28-55). The majority had an income of less than 1 US dollar a day (69.7%). The median stress score was 8 out of 16 points, and median support score was 61 out of 77 points. Stress was higher with older ages (60+ years versus 18-29 years: +0.79 points, 95% CI 0.51 to 1.08) and in females (+0.85 points, 95% CI +0.65 to +1.06). Support was higher in males (+3.29 points, 95% CI 2.19 to 4.39). Support was inversely associated with stress, adjusting for age and sex (-0.04 points, 95% CI -0.04 to -0.03). Stress was not associated with systolic or diastolic blood pressure after adjustment for age and sex. Support did not moderate the association between stress and blood pressure. Conclusion(s): In this urban cohort of Haitian adults living with chronic civil instability, stress was moderate and support was high. While support was associated with lower stress, it did not moderate the relationship between stress and blood pressure. Despite the high levels of instability in Haiti, participants displayed resiliency through high levels of support, which may be an underutilized resource in reducing stress and long-term negative health outcomes.

Access to Family Planning Services Following Natural Disasters and Pandemics: A Review of the English Literature.

BACKGROUND: When natural disasters strike, there is a sudden decrease in access to care due to infrastructure loss and displacement. A pandemic has the similar ability to acutely limit access to care. The relationship between decreased access to care and natural disasters has been previously explored. OBJECTIVE: The purpose of this article is to present a focused review of the available and emerging literature regarding the overall impact of natural disasters and pandemics on unintended pregnancy and decreased care in this setting. METHODS: A literature search was conducted on PubMed, Cochrane, Google Scholar, and Embase databases. The search was restricted to studies that were population-based, prospective or retrospective. Only peer-reviewed articles were considered. The search was further restricted to manuscripts in English or officially translated manuscripts. All qualifying papers from which data were extracted were subjected to a quality assessment conducted by two independent investigators (SK and AA). Each investigator reviewed all nine papers relevant to data collection using the Effective Public Health Practice Project (EPHP). MeSH terms were utilized across various databases. Studies were selected that were population-based, prospective or retrospective. Case reports and case series were not used. The primary outcomes were the rates of unintended pregnancy. Secondary outcomes included the use of contraception, short interval pregnancy, and access to reproductive services. RESULTS: An initial search yielded 74 papers, of which nine papers were reviewed for qualitative data, examining the subjects affected by natural disasters or pandemics. An additional two papers regarding theoretical data and COVID-19 were analyzed. Although there seems to be a rise in unintended pregnancy and more difficulty accessing care following natural disasters and pandemics, there are variations in the rates based on region and event. CONCLUSIONS: The full effects of the COVID-19 pandemic on the rates of unplanned pregnancies will become apparent in the months and years to come. As obstetrician-gynecologists, we must communicate openly with our patients regarding the use of available contraception, sexual education, and family planning services at times of natural disasters and pandemics.

Emergency Planning and Disaster Recovery Management Model in Hospitality—Plan-Do-Check-Act Cycle Approach

This study aims to present the impact of disasters, such as the COVID-19 pandemic, on the possibility of recovering from and mitigating such impacts. The paper proposes a new emergency planning and disaster recovery management model (EPDRM) which links the ISO 31000:2018 (Risk Management) requirements with the process approach. The model was validated through its application to ISO-certified and ISO-non-certified hotels. The analysis was performed by using an online questionnaire based on the ISO 31000:2018 requirements, where given questions were grouped into 14 categories and presented according to the PDCA (Plan-Do-Check-Act) cycle. The proposed methodology has not been used by other researchers for similar problems. Current results are especially important, because they were collected after the lockdown that had a significant impact on hospitality and tourism in the world. This paper discusses the effect of hotel properties (such as size, certification, and categorization) on the implementation level of the emergency planning and disaster recovery management model. This survey was conducted in 109 hotels in Serbia. The results show that the average level of application was 35.80%. The survey also points to the development possibilities of alternative tourisms in response to COVID-19, and whether the hotel facilities were suitable for such changes in times of increased uncertainty. The results represent the basis of scientific data for improving the national policy, especially during the recovery from a disaster such as COVID-19, as well as emergency planning activities during the pandemic. The study limitations can be identified in the small research sample and insufficient cooperation of contacted hotels as well as the willingness of hotels' managements to participate in the study. The hotels' managers should be aware of the implementation of emergency planning measures, and without their willingness, this cannot be achieved at any level. © 2023 by the authors.

Borderland resilience, willingness to help and trust-An empirical study of the French-German border area

Border regions between different countries are of special interest in studying international relationships, which is a current topic in today's globalized and interconnected world. To strengthen their disaster resilience, it is important for local decision-makers to understand the spontaneous willingness of the population to help affected people in their region. This article presents a novel framework based on Social Capital and Weiners' Motivational Theory of Mutual Help to quantify peoples' willingness to help (WTH) surveyed for the hypothetical case of a natural disaster. We compared the potential helping behavior between neighbored regions and neighbored countries in France and Germany, and also in the border area between the two countries. We found a significant correlation between trust and WTH in a neighboring region and identified determinants of WTH in a neighboring country. Implications for today's world in terms of globalization and disaster response as the Covid-19 pandemic are discussed. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

The effects of major earthquakes on the labor market: evidence from Turkey

PurposeThe purpose of this paper is to explore the impact of earthquakes on the labor market. The authors try to estimate the impact of two major earthquakes (Izmir and Elazig) in Turkey.Design/methodology/approachIn order to analyze the effects of devastating earthquakes in the nearby regions of the province where the earthquake took place, on the labor market, monthly and annual data from the TUIK and ISKUR database will be used. For this purpose, the authors consider the earthquake a natural experiment and employ a Synthetic Control Method (SCM). In addition, the analysis will be carried out using seasonally adjusted data, taking into account the seasonal effects of the monthly data to be used in the study.FindingsThe results show that the impact varies based on the labor market structure of the regions. While the earthquake positively affects the labor market of agriculture-oriented regions, it harms the labor market of nonagricultural-oriented regions.Research limitations/implicationsA major limitation of the study is that we cannot fully separate the impact of Covid-19 from our estimate. The authors believe that Covid-19 overestimates the negative impact of earthquakes on the labor market.Social implicationsEarthquakes have adverse effects on the labor market. The estimation of the earthquake-related costs may provide a useful guide on policy planning and government incentives.Originality/valueThe originality of the study lies in the fact that this is the first study to evaluate how the dynamics of the labor market has changed as a result of the earthquakes that have taken place in Turkey, within the framework of causality.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-08-2022-0568

Older People in Emergencies; Addressing Food Insecurity, Health Status and Quality of Life: Evaluating the "365+ Days of Care" Program.

During emergencies, older adults stand among the most vulnerable, facing long-lasting food insecurity and overall health issues. The "365+ Days of Care" food aid program addressed food insecurity and poor quality of life among vulnerable older adults following a devastating wildfire in Greece. Our aim was to evaluate the program's efficiency, using a process evaluation framework and a partial cost-utility analysis. In total, n = 133 wildfire-hit residents (≥65 years) received daily tailored, pre-cooked meals and/or weekly food packages. The study outcomes were assessed from baseline to 12 months later. Focus groups and interviews (n = 30), researcher observations, and questionnaires were used to assess the beneficiaries' perception of the initiative. Within the 12-month follow-up period, food insecurity and malnutrition risk decreased, whereas Mediterranean diet adherence; quality of life; and physical, social, and mental health were improved (p < 0.05). A one-point increase in food insecurity was positively associated with improved quality of life, general health, limitation in activities, body pain, vitality, and pain/discomfort (p's < 0.05), and it was marginally associated with mobility, anxiety/depression, and self-evaluated health status (p's < 0.1). Quantitative and qualitative data characterized it as successful, acceptable, beneficial, and of high quality. The partial cost-utility ratio was one QALY gained per EUR 22.608. The utilization of well-designed food aid programs during emergencies can alleviate food insecurity and improve quality of life in older adults.

Systemic risk management in India: An analytics perspective

The rapid changes in socio-economic and environmental factors worldwide have resulted in natural and man-made disasters becoming increasingly difficult to manage. The emergence of systemic threats that are cross-border, complex, ambiguous, and uncertain in nature, such as the ongoing COVID-19 pandemic, has made traditional risk management methods inadequate. Many countries, including India, are struggling to address the challenges posed by these systemic vulnerabilities, leading to unresolved policy and governance problems. This research emphasises the need for comprehensive and proactive risk management methods that can address the challenges posed by systemic vulnerabilities, rather than reactive and fragmented approaches. The research identifies crucial turning points in India's disaster management history and explores the prospects for improved disaster risk governance in the country. The report underlines good advances in disaster administration in India, but it also emphasises the need for more systemic development in overall disaster risk management. The research identifies key design principles for India's systemic risk management that can help improve disaster risk management. This understanding can aid in developing effective frameworks, policies, and strategies to control systemic disaster risks and align with major international objectives such as the Sustainable Development Goals and the Sendai Framework for Disaster Risk Reduction. © 2023

Incidence of Acute Myocardial Infarction and Hurricane Katrina: Sixteen Years after the Storm

Background We aimed to evaluate the incidence of acute myocardial infarction (AMI) in New Orleans in the sixteen years after Hurricane Katrina. Methods This was a single-center, retrospective study performed at Tulane University Health Sciences Center of patients admitted for AMI during two years prior to Hurricane Katrina and sixteen years after Hurricane Katrina. The pre-Katrina and post-Katrina cohorts were compared according to pre-specified demographic and clinical data. Results In the sixteen-year post-Katrina period, there were 3696 admissions for AMI out of a total census of 128,276 (2.9%) compared to 150 admissions out of a census of 21,079 (0.7%) in the pre-Katrina group (p<0.0001). The post-Katrina group had a higher prevalence of known coronary artery disease (CAD) (43.8% vs. 30.7%, p<0.0001), diabetes mellitus (40.7% vs. 28.7%, p<0.002), hypertension (80.1% vs. 74.0%, p<0.05), hyperlipidemia (54.2% vs. 44.7%, p<0.0001), smoking (54.2% vs. 39.3%, p<0.0002), drug abuse (18.7% vs. 6.7%, p<0.0002), and psychiatric disease (15.3% vs. 6.7%, p<0.0004). The post-Katrina group was more often prescribed aspirin (49.6% vs. 31.3%, p<0.0001), beta-blocker (46.9% vs. 34.0%, p<0.004), ACE inhibitor or ARB (51.9% vs. 36.0%, p<0.0004), and statin (52.6% vs. 28.0%, p<0.0001) but with higher medication non-adherence (15.8% vs. 7.3%, p<0.0001). The post-Katrina patients were also more likely to be unemployed (75.6% vs 22.7%, p<0.0001) and non-married (56.3% vs. 52.7%, p<0.0001). Rates of STEMI were lower in the post-Katrina group (29.1% vs 42.0%, p<0.002). There was no significant difference in terms of sex, being uninsured, or prior coronary artery bypass grafting. Four patients were COVID positive in the post-Katrina cohort. Conclusion There was a 4-fold increase in the incidence of AMI sixteen years after Hurricane Katrina. Psychosocial, behavioral, and traditional CAD risk factors were significantly higher among the post-Katrina group. These findings add to the growth of literature demonstrating the adverse cardiovascular outcomes that occur after a natural disaster. Further research is needed to explain the underlying mechanisms to help diminish future cardiac morbidity.Copyright © 2023 American College of Cardiology Foundation

Epidemiological Situation of Syphilis and Gonorrhea in Uzbekistan during the Covid-19 Pandemic

The research describes the epidemiological situation in Uzbekistan for sexually transmitted diseases (syphilis, gonorrhea) during the Covid-19 pandemic (2019-2021).Copyright © 2022 Wolters Kluwer Medknow Publications. All rights reserved.

Impact of natural disasters and pandemics on blood supply: A systematic review

Background: Natural disasters and pandemics can be highly challenging to blood supply chains. This review aimed to assess the impacts of pandemics and natural disasters on blood donation globally, appraise any similarities and differences, and provide an overview of the mitigation strategies and optimizations applied as well as risks modelling undertaken. Method(s): Full text, peer-reviewed articles that studied the impact of any pandemic and natural disaster on blood donation, blood supply management, and modelling searchable in PubMed, Scopus, Web of Science, and Cochrane Library between Jan 1980 and Jan 2023, inclusive were included. We performed quality assessments and summarised potential lessons learned. Result(s): Overall, 98 studies were identified and assessed in this review, of which 58 were related to pandemics and 17 related to natural disasters. 97% of the studies on pandemics and blood donation were on COVID-19, while 88% of studies on natural disasters were on earthquakes. We confirmed that during the COVID-19 pandemic, blood donation numbers decreased compared to the pre-pandemic period, while just after an earthquake, blood donation numbers tended to increase, which in both cases put the blood supply chain under pressure (creating shortage or wastage). The increase of first-time donors was higher after a sudden destructive earthquake than after the COVID-19 pandemic. Public awareness campaigns, donors transportation, home visits, measures to minimize wastage of blood components, activation of contingency plans, and altering donor eligibility criteria were implemented to help the blood supply chain to respond to the demand and reduce wastage. However, no pandemic plans, per se were identified highlighting the lack of an emergency plan in collaboration with health authorities. Several optimization models were developed to help the blood supply chain reduce costs and identify faster transportation in times of earthquake, however, optimization models targeting a pandemic were lacking, as were risk modelling analyses for both events. Conclusion(s): Optimization models, risk modelling, serosurveillance and haemovigilance should be combined with infectious diseases case surveillance to better prepare the whole supply chain logistics to safely attend the demand. Findings on blood donor demographics were inconclusive during or after major events, which highlight the need for further investigations.Copyright © 2023 The Authors

Risk perception of compound emergencies: A household survey on flood evacuation and sheltering behavior during the COVID-19 pandemic.

Compound hazards are derived from independent disasters that occur simultaneously. Since the outbreak of COVID-19, the coupling of low-probability high-impact climate events has introduced a novel form of conflicting stressors that inhibits the operation of traditional logistics developed for single-hazard emergencies. The competing goals of hindering virus contagion and expediting massive evacuation have posed unique challenges for community safety. Yet, how a community perceives associated risks has been debated. This research utilized a web-based survey to explore the relationship between residents' perceptions of conflicting risks and emergency choices made during a historic compound event, the flooding in 2020 in Michigan, US that coincided with the pandemic. After the event, postal mail was randomly sent to 5,000 households living in the flooded area, collecting 556 responses. We developed two choice models for predicting survivors' evacuation options and sheltering length. The impact of sociodemographic factors on perceptions of COVID-19 risks was also examined. The results revealed greater levels of concern among females, democrats, and the economically inactive population. The relationship between evacuation choice and concern about virus exposure was dependent upon the number of seniors in the household. Concern about a lack of mask enforcement particularly discouraged evacuees from extended sheltering.

Lessons Learned from Natural Disasters around Digital Health Technologies and Delivering Quality Healthcare.

As climate change drives increased intensity, duration and severity of weather-related events that can lead to natural disasters and mass casualties, innovative approaches are needed to develop climate-resilient healthcare systems that can deliver safe, quality healthcare under non-optimal conditions, especially in remote or underserved areas. Digital health technologies are touted as a potential contributor to healthcare climate change adaptation and mitigation, through improved access to healthcare, reduced inefficiencies, reduced costs, and increased portability of patient information. Under normal operating conditions, these systems are employed to deliver personalised healthcare and better patient and consumer involvement in their health and well-being. During the COVID-19 pandemic, digital health technologies were rapidly implemented on a mass scale in many settings to deliver healthcare in compliance with public health interventions, including lockdowns. However, the resilience and effectiveness of digital health technologies in the face of the increasing frequency and severity of natural disasters remain to be determined. In this review, using the mixed-methods review methodology, we seek to map what is known about digital health resilience in the context of natural disasters using case studies to demonstrate what works and what does not and to propose future directions to build climate-resilient digital health interventions.

Disaster risk reduction and G20: A major step forward

Disaster risks are increasing and changing their nature. The global risk landscape is evolving as new risks – many of them arising from cascading and inter-connected hazards – are arising. While significant achievements have been made to reduce loss of lives, economic and asset damages are still on the increasing trend. G20, which started as the major economic group meeting, has emerged over years as an influential political forum. While there have been several attempts to bring disaster risk reduction agenda to G20, the issue has not been addressed in a comprehensive and sustained manner. A new working group on Disaster Risk Reduction has been established under India's Presidency. This paper analyzes G20 and DRR risk reduction agenda's evolution, provides insights on India's contribution to the thematic area, and suggest future interventions required at G20. While Indian Prime Minister's 10-points agenda sets the future DRR interventions targets, India's leadership in DRR can be seen in terms of local level risk management framework, resilient infrastructure, financing of disaster risk management, social protection, people's engagement, and resource management. In addition to that, response to COVID-19 through the Disaster Management Act has set up a new milestone for multi hazards and all hazards risk management, including complex and cascading risks. Five specific areas that are urgently required are: 1) investment in resilient infrastructure, 2) digital infra and data management protocol, including open data, open governance, 3) use of disruptive and emerging technologies, 4) enhancement of technology transfer and market creation through private sector involvement, and 5) fostering youth innovation and entrepreneurship in DRR. This will help not only the G20 nations, but also contribute to other vulnerable countries and communities. © 2023 The Authors

CSR to tackle the Economic Effect of Covid 19:The case of Bangladesh

Purpose – The purpose of this study is to examine the economic impact of COVID-19 and analyse how the corporate social responsibility (CSR) initiatives of Islami banks (IBs) can contribute to reducing the adverse economic impact in the context of Bangladesh. Design/Methodology/approach: Currently eight full-fledged IBs are functioning in Bangladesh adhering to the underlying principles of Shariah;among them, seven are actively engaged in CSR activities to help the underprivileged segments of its citizens. This study, through employing a content analysis method examined the information available from these IBs as well as other government sources and published materials to address the COVID-19 economic impacts, specially the role of these IBs. Findings: This study finds that along the line with national and international funds, IBs' CSR funds can also help address the economic downturn in Bangladesh caused by the COVID-19 pandemic. The study further identified that if IBs develop a consortium among themselves, the CSR funds can be better utilised for the socio-economic development of Bangladesh. Research limitations/implications: The scope of this study is somehow limited, as it has only considered the impact of CSR funds by IBs in Bangladesh. Further research can be conducted in future considering the total CSR funds by all banks, i.e., conventional and Islamic banks. Practical implications: This study demonstrated that IBs spend USD 83.30 million annually, which means USD 417 in five years period. Based on the recommendations of this study, all IBs may work together to develop a joint CSR strategy for the socio-economic development of Bangladesh. Considering Bangladesh's poverty level, such a joint CSR strategy would be helpful for the vulnerable population of the country. Originality/value: This study is unique in the sense that it seeks to address the economic challenges of COVID-19 in the context of Bangladesh with support from the CSR initiatives of IBs. This study has created a new insight for IBs into developing an integrated CSR strategy, which is expected to bring significant contributions to the livelihood of the susceptible citizens of this country.

Classification modeling of intention to donate for victims of Typhoon Odette using deep learning neural network.

The need for stability in the economy for world development has been a challenge due to the COVID-19 pandemic. In addition, the increase of natural disasters and their aftermath have been increasing causing damages to infrastructure, the economy, livelihood, and lives in general. This study aimed to determine factors affecting the intention to donate for victims of Typhoon Odette, a recent super typhoon that hit the Philippines leading to affect 38 out of 81 provinces of the most natural disaster-prone countries. Determining the most significant factor affecting the intention to donate may help in increasing the engagement of donations among other people to help establish a more stable economy to heighten world development. With the use of deep learning neural network, a 97.12% accuracy was obtained for the classification model. It could be deduced that when donors understand and perceive both severity and vulnerability to be massive and highly damaging, then a more positive intention to donate to victims of typhoons will be observed. In addition, the influence of other people, the holiday season when the typhoon happened, and the media as a platform have greatly contributed to heightening the intention to donate and control over the donor's behavior. The findings of this study could be applied and utilized by government agencies and donation platforms to help engage and promote communication among donors. Moreover, the framework and methodology considered in this study may be extended to evaluate intention, natural disasters, and behavioral studies worldwide.