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Short Term Impacts Of Covid 19 On The Malawian Economy Initial Results
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Book Synopsis Short-term impacts of COVID-19 on the Malawian economy: Initial results by : Baulch, Bob
Download or read book Short-term impacts of COVID-19 on the Malawian economy: Initial results written by Baulch, Bob and published by Intl Food Policy Res Inst. This book was released on 2020-06-29 with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Report describes the initial results of modeling undertaken by IFPRI to assess the short-run impacts of the COVID-19 control measures on the Malawian economy. We also consider the short-run effects of external shocks associated with disruptions in trade, investment, and remittance flows on the Malawian economy, as well as two medium-term paths assuming either faster or slower recovery during the remainder of 2020. This analysis has been undertaken in order to inform the policy response to the COVID-19 pandemic in Malawi and represents a first pass attempt to measure the short-term economic impacts of COVID-19 on the Malawian economic. It should be noted that, unlike NPC (2020) our estimates of the economic impact of the COVID-19 on the Malawian economy do not extend beyond 2020 and do not try to set a value on loss of life or life-years. They do, however, allow for detailed breakdown of the direct and indirect impacts of COVID-19 on different sectors and sub-sectors of the Malawian economy.
Book Synopsis The short-term impacts of COVID-19 on the Malawian economy, 2020–2021: A SAM multiplier modeling analysis by : Baulch, Bob
Download or read book The short-term impacts of COVID-19 on the Malawian economy, 2020–2021: A SAM multiplier modeling analysis written by Baulch, Bob and published by Intl Food Policy Res Inst. This book was released on 2020-11-21 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper has been written for the 2020 ECAMA Lakeshore Conference. It extends and updates the initial results of modeling undertaken by IFPRI to assess the short-run impacts of COVID-19 control measures on the Malawian economy. We also consider the short-run effects of external shocks associated with disruptions in trade and tourism, investment, and remittance flows on the Malawian economy, as well as two medium- erm paths assuming either faster or slower recovery during the remainder of 2020 and 2021. Using a SAM multiplier model, we estimate GDP declines by around 16.5 percent during April/May 2020 due to social distancing measures. This leads to around 1.6 million people, mainly in rural areas, temporarily falling into poverty, although urban households suffer the largest income losses.
Book Synopsis The short-term impacts of COVID-19 on the Malawian economy 2020-2021: A SAM multiplier modeling analysis by : Baulch, Bob
Download or read book The short-term impacts of COVID-19 on the Malawian economy 2020-2021: A SAM multiplier modeling analysis written by Baulch, Bob and published by Intl Food Policy Res Inst. This book was released on 2020-12-21 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: This working paper builds on a report which was prepared for the 2020 ECAMA Lakeshore Conference in November 2020. It extends and updates the initial results of modeling undertaken by the International Food Policy Research Institute to assess the short-run impacts of COVID-19 control measures on the Malawian economy. We also consider the short-run effects of external shocks associated with disruptions in trade and tourism, investment, and remittance flows on the Malawian economy, as well as two medium-term paths assuming either faster or slower recovery during the remainder of 2020 and 2021. Using a Social Accounting Matrix multiplier model, we estimate GDP declines by around 16.5 percent during April/May 2020 due to social distancing measures. This leads to around 1.6 million people, mainly in rural areas, temporarily falling into poverty, although urban households suffer the largest income losses. We also model the impact of a faster and a slower lifting of restrictions and external shocks during the remainder of 2020 and 2021. With faster easing of restrictions, cumulative GDP gains turn positive by the third quarter of 2021 under the fast recovery scenario and exceed their pre-COVID-19 levels by US$178 million before the end of 2021. However, under the slow recovery scenario, Malawi’s GDP continues to decline until the end of 2020 before recovering during quarters 1 and 4 of 2021. However, this is not sufficient to wipe out the losses in quarters 2 to 4 of 2020, resulting in cumulative losses under the slow recovery scenario of US$332 million over the two years. Relative to the without COVID-19 scenario, US$937 million of GDP is lost under the fast recovery scenario and US$1,447 million under the slow recovery one. As both the development of the COVID-19 pandemic and the economic situation in Malawi are highly uncertain at the present time, the results reported in this paper should be regarded as interim estimates, which are subject to revision as the underlying health and economic data change.
Book Synopsis An update on the short-term impacts of COVID-19 on the Malawian economy, 2020–2021 by : Baulch, Bob
Download or read book An update on the short-term impacts of COVID-19 on the Malawian economy, 2020–2021 written by Baulch, Bob and published by Intl Food Policy Res Inst. This book was released on 2021-05-04 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis COVID-19 in rural Malawi: Perceived risks and economic impacts round 2 by : Ambler, Kate
Download or read book COVID-19 in rural Malawi: Perceived risks and economic impacts round 2 written by Ambler, Kate and published by Intl Food Policy Res Inst. This book was released on 2021-03-23 with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt: This note summarizes perceptions of COVID-19 impacts and risks from a panel phone survey of rural households in eight districts in rural Malawi. While the results from the first round conducted in August 2020 were reported in a previous brief, this note will focus on the evolution of indicators from round 1 to round 2, conducted in November 2020. The sample comprises 833 households interviewed in both survey rounds. Two additional follow-up survey rounds are planned for 2021. The survey was originally designed to measure the seasonality of labor activities but was adjusted to assess COVID-19 impacts and perceptions in rural Malawi. Though initial concern of the impact of COVID-19 on Malawi was high at the start of the global pandemic, case numbers stayed relatively low through the end of 2020. Seven-day averages of 50-100 cases during the first survey round had dropped to under 5 in the fourth quarter of the year. Our analysis will examine how people’s perceptions evolved during this period of low infections.
Book Synopsis Covid-19 and lockdown policies: A structural simulation model of a bottom-up recession in four countries by : Robinson, Sherman
Download or read book Covid-19 and lockdown policies: A structural simulation model of a bottom-up recession in four countries written by Robinson, Sherman and published by Intl Food Policy Res Inst. This book was released on 2021-04-19 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper considers different approaches to modelling the economic impact of the Covid-19 pandemic/lockdown shocks. We review different modelling strategies and argue that, given the nature of the bottom-up recession caused by the pandemic/lockdowns, simulation models of the shocks should be based on a social accounting matrix (SAM) that includes both disaggregated sectoral data and the national accounts in a unified framework. SAM-based models have been widely used to analyze the impact of natural disasters, which are comparable to pandemic/lockdown shocks. The pandemic/lockdown shocks occurred rapidly, in weeks or months, not gradually over a year or more. In such a short period, adjustments through smooth changes in wages, prices and production methods are not plausible. Rather, initial adjustments occur through changes in quantities, altering demand and supply of commodities and employment in affected sectors. In this environment, we use a linear SAM-multiplier model that specifies a fixed-coefficient production technology, linear demand system, fixed savings rates, and fixed prices. There are three different kinds of sectoral shocks that are included in the model: (1) changes in demand due to household lockdown, (2) changes in supply due to industry lockdown, and (3) changes in demand due to induced macro shocks. At the detailed industry level, data are provided for all three shocks and the model imposes the largest of the three. We applied the model on a monthly time step for the period March to June 2020 for four countries: US, UK, Mexico, and South Africa. The models closely replicate observed macro results (GDP and employment) for the period. The results provide detailed structural information on the evolution of the different economies month-by-month and provide a framework for forward-looking scenario analysis. We also use the SAM-multiplier model to estimate the macro stimulus impacts of policies to support affected households. The model focuses attention on the structural features of the economy that define the multiplier process (who gets the additional income and what do they do with it) and provides a more nuanced analysis of the stimulus impact of income support programs than can be done with aggregated macro models.
Book Synopsis COVID-19 in the Global South by : Carmody, Pádraig
Download or read book COVID-19 in the Global South written by Carmody, Pádraig and published by Policy Press. This book was released on 2020-10-21 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Available Open Access under CC-BY-NC-ND licence. Bringing together a range of experts across various sectors, this important volume explores some of the key issues that have arisen in the Global South with the COVID-19 pandemic. Situating the worldwide health crisis within broader processes of globalisation, the book investigates implications for development and gender, as well as the effects on migration, climate change and economic inequality. Contributors consider how widespread and long-lasting responses to the pandemic should be, while paying particular attention to the accentuated risks faced by vulnerable populations. Providing answers that will be essential to development practitioners and policy makers, the book offers vital insights into how the impact of COVID-19 can be mitigated in some of the most challenging socio-economic contexts worldwide.
Book Synopsis Assessing the economywide impacts of COVID-19 on Rwanda’s economy, agri-food system, and poverty: A social accounting matrix (SAM) multiplier approach by : Aragie, Emerta
Download or read book Assessing the economywide impacts of COVID-19 on Rwanda’s economy, agri-food system, and poverty: A social accounting matrix (SAM) multiplier approach written by Aragie, Emerta and published by Intl Food Policy Res Inst. This book was released on 2021-05-17 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rwanda’s policy response to COVID-19 has been widely praised for its rapid, systematic, and comprehensive approach to containing the pandemic. Although the economic consequences are unavoidable, the country expects to return its economy to its high-growth trajectory as the pandemic subsides. We use economic modeling tools designed to estimate the short-term economywide impacts of the unanticipated, rapid-onset economic shocks of COVID-19 on Rwanda. - Results show that during the six-week lockdown that began in March, Rwanda’s GDP fell 39.1 percent (RWF 435 billion; USD 484 million) when compared to a no-COVID situation in the same period. - Results further show that Rwanda’s GDP in 2020 will be between 12 and 16 percent lower than a predicted no-COVID GDP, depending on the pace of the recovery. The losses in annual GDP are between RWF 1.0 and 1.5 trillion (USD 1.1–1.6 billion). - While GDP for the industrial and services sectors were estimated to have fallen during the lockdown period by 57 and 48 percent, respectively, exemptions of COVID-19 restrictions for the agricultural sector limited the decline in agricultural GDP to 7 percent compared to a noCOVID situation. - During the lockdown period, the national poverty rate is estimated to have increased by 10.9 percentage points as 1.3 million people, mostly in rural areas, fell into temporary poverty. Poverty rates are expected to stabilize by the end of 2020, increasing only by between 0.4 and 1.1 percentage points. While these figures may be encouraging, they mask the impacts on poor households of the sharp poverty spike during the lockdown and the inherent complexity of poverty dynamics post-lockdown. Looking forward, the speed and success of Rwanda’s recovery will depend critically on the expansion of Rwanda’s social protection programs, boosting enterprises of all sizes, support to the agri-food system, and restoration of international trade.
Book Synopsis Recovering from COVID-19: Economic scenarios for South Africa by : van Seventer, Dirk
Download or read book Recovering from COVID-19: Economic scenarios for South Africa written by van Seventer, Dirk and published by Intl Food Policy Res Inst. This book was released on 2021-07-06 with total page 73 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the South African economy emerges from the downturn induced by COVID-19, policy makers are concerned with recovery, reconstruction, and transformation. This paper focuses on the recovery from the severely depressed levels of economic activity that occurred in April 2020. However, before considering the period after the economic trough of April 2020, a mention of economic conditions prior to the pandemic is worthwhile. In brief, economic performance was terrible by almost any metric. Furthermore, economic performance had been poor since 2008, with evidence pointing to ongoing deterioration culminating in the fourth quarter of 2019, when per capita GDP contracted, unemployment ticked upwards to its highest level since 1994, productivity declined, and inequality worsened. The striking difficulties of the South African economy in avoiding/absorbing shocks-whether internally generated, such as shocks to electricity supply, or externally generated, such as changes in terms of trade or investor sentiment in relation to emerging markets-have been an integral part of this disappointing economic performance over time. In short, the situation prevailing prior to the onset of the COVID-19 pandemic was one of economic weakness. Beginning from this position of weakness, the economic shock related to COVID-19 was enormous, likely the largest single economic shock in the history of South Africa. According to official statistics, GDP in the second quarter of 2020 was approximately 17% below the level registered in the second quarter of 2019. In assessing this shock, it is important to recall that GDP is a flow concept. One can, in principle, consider the volume of flow over any arbitrary period: a day, a week, a month, a quarter, a semester, a year, and so forth. The lockdown associated with COVID-19 precipitated an extraordinarily rapid decline in economic activity. Indeed, the available analytics and data point to a trough in economic activity, or flow value of GDP, at less than 70% of the level that would have pertained in the absence of the pandemic, or a greater than 30% decline in the flow rate of GDP (Arndt et al 2020). If we accept a 17% reduction as the average flow rate of GDP over the quarter and we accept that the economic shock related to COVID-19 was unprecedently rapid and drove a decline in the flow value of GDP of much more than 17% at the trough (which probably occurred sometime in late April or early May), then we must also accept a rapid recovery in economic activity in May and June in order to achieve an average decline of 17% over the quarter. Furthermore, this relatively rapid recovery continued. GDP in the third quarter of 2020 was “only” about 6% below the levels recorded for the third quarter of 2019, with the corresponding figure for the fourth quarter at about 4%. Other figures, including recent ones, broadly support this basic story. For example, retail sales in February 2021 were up 2.4% year-on-year, with the previous two months, January and December, having registered only a slight decline year-on-year. Correspondingly, manufacturing production and sales were down by 2.1% in February 2021 year-on-year. A few broad observations emerge from this history and the available data. First, the South African economy has exhibited more resilience to the COVID-19 shock than performance up to December 2019 might have led one to expect. In Mexico, for example, the distance between fourth quarter GDP in 2020 and that in 2019 was greater than for the same comparison in South Africa. At the same time, Mexico registered close to twice as many deaths related to COVID-19 per million population as South Africa. Second, multiplier effects are important. As discussed in Arndt et al (2020), multiplier effects accounted for the bulk of the initial economic contraction. However, they also operate positively, buoying the recovery experienced to date and bringing economic activity back towards the levels of 2019. Third, while having GDP about 4% down year-on-year is much better than the 17% decline observed in the second quarter, 4% down is still a deep recession by ordinary standards. While some sectors are producing at close to levels observed in the fourth quarter of 2019, others are more strongly affected. The incidence of these depressed levels of economic activity remains likely to be tilted toward lower-income households, which are more vulnerable to begin with. Overall, there remains substantial slack in the economy, multiplier effects still apply, and many households remain deeply vulnerable to severe economic hardship.
Book Synopsis Socio-economic and cultural impacts of COVID-19 on Africa by : UNESCO
Download or read book Socio-economic and cultural impacts of COVID-19 on Africa written by UNESCO and published by UNESCO Publishing. This book was released on 2020-07-21 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Assessing the short-term impacts of COVID-19 on Ethiopia’s economy: External and domestic shocks and pace of recovery by : Aragie, Emerta
Download or read book Assessing the short-term impacts of COVID-19 on Ethiopia’s economy: External and domestic shocks and pace of recovery written by Aragie, Emerta and published by Intl Food Policy Res Inst. This book was released on 2020-12-09 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper, we analyze the economic impacts of response measures adopted in Ethiopia to curtail the spread of the COVID-19 pandemic. We carry out simulations using an economywide multiplier model based on a 2017 Social Accounting Matrix (SAM) for the country that properly depicts interactions between economic agents. The pandemic’s impact on the global economy combined with disruptions it causes in Ethiopia represents a large, unprecedented shock to the country’s economy. In such situations, a SAM-based multiplier model provides an ideal tool for measuring the short-term direct and indirect impacts of a shock on an economic system since there is limited room for proper adjustment of economic decisions. We model the seven-week partial lockdown policy implemented in Ethiopia from mid-March to early May 2020. We also consider two possible economic recovery scenarios that may emerge as the COVID-19 control policies are relaxed during the latter part of 2020 in order to generate insights on the potential continuing impact of the virus at the end of 2020. Although the country took early swift measures, our assessment of the partial lockdown measures suggests that they were not as strict as those observed in other Africa countries. Accordingly, our estimates of the economic costs of COVID-19 on Ethiopia are significantly lower than those reported for other countries on the continent. We estimate that during the lockdown period Ethiopia’s GDP suffered a 14 percent loss (43.5 billion Birr or 1.9 billion USD) compared to a no-COVID case over the same period. Nearly two-thirds of the losses were in the services sector. Although no direct restrictions were imposed on the agriculture sector, which serves as the primary means of livelihood for most Ethiopians, the sector faced a 4.7 percent loss in output due to its linkages with the rest of the economy. Poor export performance due to a slowdown in global trade and restrictions on the transport sector also partly explain the decline in agricultural output. The broader agri-food system also was affected considerably because of its linkages with the rest of the economy. In terms of the welfare of Ethiopians, we estimate that the economic impacts during the lockdown caused 10.1 million additional people to fall below the poverty line. These findings have implications for better understanding the direct and indirect impacts of COVID-19 and for policy design during the recovery period to return Ethiopia’s economy to a normal growth trajectory and to protect the livelihoods of the most vulnerable in the process.
Book Synopsis The Long Shadow of Informality by : Franziska Ohnsorge
Download or read book The Long Shadow of Informality written by Franziska Ohnsorge and published by World Bank Publications. This book was released on 2022-02-09 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: A large percentage of workers and firms operate in the informal economy, outside the line of sight of governments in emerging market and developing economies. This may hold back the recovery in these economies from the deep recessions caused by the COVID-19 pandemic--unless governments adopt a broad set of policies to address the challenges of widespread informality. This study is the first comprehensive analysis of the extent of informality and its implications for a durable economic recovery and for long-term development. It finds that pervasive informality is associated with significantly weaker economic outcomes--including lower government resources to combat recessions, lower per capita incomes, greater poverty, less financial development, and weaker investment and productivity.
Book Synopsis Primary and Secondary Education During Covid-19 by : Fernando M. Reimers
Download or read book Primary and Secondary Education During Covid-19 written by Fernando M. Reimers and published by Springer Nature. This book was released on 2021-09-14 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access edited volume is a comparative effort to discern the short-term educational impact of the covid-19 pandemic on students, teachers and systems in Brazil, Chile, Finland, Japan, Mexico, Norway, Portugal, Russia, Singapore, Spain, South Africa, the United Kingdom and the United States. One of the first academic comparative studies of the educational impact of the pandemic, the book explains how the interruption of in person instruction and the variable efficacy of alternative forms of education caused learning loss and disengagement with learning, especially for disadvantaged students. Other direct and indirect impacts of the pandemic diminished the ability of families to support children and youth in their education. For students, as well as for teachers and school staff, these included the economic shocks experienced by families, in some cases leading to food insecurity and in many more causing stress and anxiety and impacting mental health. Opportunity to learn was also diminished by the shocks and trauma experienced by those with a close relative infected by the virus, and by the constrains on learning resulting from students having to learn at home, where the demands of schoolwork had to be negotiated with other family necessities, often sharing limited space. Furthermore, the prolonged stress caused by the uncertainty over the resolution of the pandemic and resulting from the knowledge that anyone could be infected and potentially lose their lives, created a traumatic context for many that undermined the necessary focus and dedication to schoolwork. These individual effects were reinforced by community effects, particularly for students and teachers living in communities where the multifaceted negative impacts resulting from the pandemic were pervasive. This is an open access book.
Book Synopsis Global Productivity by : Alistair Dieppe
Download or read book Global Productivity written by Alistair Dieppe and published by World Bank Publications. This book was released on 2021-06-09 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic struck the global economy after a decade that featured a broad-based slowdown in productivity growth. Global Productivity: Trends, Drivers, and Policies presents the first comprehensive analysis of the evolution and drivers of productivity growth, examines the effects of COVID-19 on productivity, and discusses a wide range of policies needed to rekindle productivity growth. The book also provides a far-reaching data set of multiple measures of productivity for up to 164 advanced economies and emerging market and developing economies, and it introduces a new sectoral database of productivity. The World Bank has created an extraordinary book on productivity, covering a large group of countries and using a wide variety of data sources. There is an emphasis on emerging and developing economies, whereas the prior literature has concentrated on developed economies. The book seeks to understand growth patterns and quantify the role of (among other things) the reallocation of factors, technological change, and the impact of natural disasters, including the COVID-19 pandemic. This book is must-reading for specialists in emerging economies but also provides deep insights for anyone interested in economic growth and productivity. Martin Neil Baily Senior Fellow, The Brookings Institution Former Chair, U.S. President’s Council of Economic Advisers This is an important book at a critical time. As the book notes, global productivity growth had already been slowing prior to the COVID-19 pandemic and collapses with the pandemic. If we want an effective recovery, we have to understand what was driving these long-run trends. The book presents a novel global approach to examining the levels, growth rates, and drivers of productivity growth. For anyone wanting to understand or influence productivity growth, this is an essential read. Nicholas Bloom William D. Eberle Professor of Economics, Stanford University The COVID-19 pandemic hit a global economy that was already struggling with an adverse pre-existing condition—slow productivity growth. This extraordinarily valuable and timely book brings considerable new evidence that shows the broad-based, long-standing nature of the slowdown. It is comprehensive, with an exceptional focus on emerging market and developing economies. Importantly, it shows how severe disasters (of which COVID-19 is just the latest) typically harm productivity. There are no silver bullets, but the book suggests sensible strategies to improve growth prospects. John Fernald Schroders Chaired Professor of European Competitiveness and Reform and Professor of Economics, INSEAD
Book Synopsis The Economic Impacts of Natural Disasters by : Debarati Guha-Sapir
Download or read book The Economic Impacts of Natural Disasters written by Debarati Guha-Sapir and published by Oxford University Press. This book was released on 2013-05-23 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work combines research and empirical evidence on the economic costs of disasters with theoretical approaches. It provides new insights on how to assess and manage the costs and impacts of disaster prevention, mitigation, recovery and adaption, and much more.
Book Synopsis Global Trends 2040 by : National Intelligence Council
Download or read book Global Trends 2040 written by National Intelligence Council and published by Cosimo Reports. This book was released on 2021-03 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.
Book Synopsis Report on a study to crowdsource farmgate prices for maize and soybeans in Malawi by : Ochieng, Dennis O.
Download or read book Report on a study to crowdsource farmgate prices for maize and soybeans in Malawi written by Ochieng, Dennis O. and published by Intl Food Policy Res Inst. This book was released on 2020-10-08 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report summarizes the findings from an innovative study to collect the prices that farmers received for maize and soybeans during the 2020 main marketing season in Malawi. Between April and July, whenever they sold maize or soybeans, farmers were asked to report the prices they received by calling or texting a toll-free number managed by Farm Radio Trust. Reported prices were then compared to the minimum farmgate prices set by the Ministry of Agriculture and Food Security. Our findings show that 75 percent of maize farmers and 90 percent of soybean farmers sold their crops below the official minimum farmgate prices. On average, prices received by these farmers were approximately three-quarters of official minimum farmgate prices.
