Similarly, the West’s uncertainty and fear towards China’s rise stem from a lack of understanding and even fear of the country, and their ingrained ideology would lead to misconceptions.
China is the world’s second-largest economy. The externalities and influence of its economy on the West are obvious. Upon joining the WTO, some Chinese people also felt unsettled by the externalities of the West. Some said, “the wolf is coming.” Now it is the West that is experiencing such worries.
It is crucial to recognize the significant impact of the Western hypocritical narratives against China, even if they are based on ideology rather than facts. We must also acknowledge that ideology-based public opinion from the West can exert a powerful influence on their policies toward China.
Second, to make rational responses to the Westernideology-based criticisms, we should draw lessons from the history of the world economy, such as the lessons of the Soviet Union, as well as our practices, such as the rhetorical battle with the West in the past few years. Coming up with an externally-facing public opinion based on a different ideology is not the most effective in addressing public opinion attacks based on an ideology. Empirically, tit-for-tat is ineffective and can worsen the situation. Again, the failure of the Soviet Union is a prime example, as its battle with a Westernideology failed. When faced with China-demonizing based on ideology from the West, we need to do the simplest thing, namely resorting to facts, science, and reason.
Third, and most importantly, China needs to prioritize its sustainable development, which ultimately benefits the country itself. It is important to recognize that the foundation of the government’s governance lies in its citizens, not Western praise. The support from its people is crucial for both the nation’s longevity and stability., China’s sustainable development also benefits the world economy by boosting its growth. As mentioned above, China has been the largest contributor to the growth of the world economy since it joined the WTO.
It is crucial to prioritize the building of a knowledge system based on China’s practical experiences. Regarding global soft power, we need a knowledge system based on our experiences rather than a certain ideology. While there has been a proposal for an autonomous knowledge system, continuous effort is still required.
Fourth, given the substantial externalities of our economy, we must further communicate and coordinate with other countries on economic policies, regardless of their respective sizes. Our duty is to fulfill the responsibility as a major player in the international community, which also benefits China.
Fifth, we must be open, open, and more open. Despite China’s efforts, there remains a persistent ideological camp in the West that views China through an ideological lens, a situation made worse by the past three years of the pandemic. The pandemic was so severe that it hindered travel across borders; as a result, some Western media and scholars tend to assess China through ideology since they couldn’t come here to see the facts with their own eyes.
The assessment of China through a uniform ideological lens appears to have strengthened the original Westernideological camp. However, the United States and the West have more than one ideology, and not all people believe in the prevailing ideology in the public opinion sphere. China’s openness provides a “seeing is believing” opportunity for different groups in the West. China should increase its openness to Western groups, including businesses, investors, media, universities, and research institutions. The changes in their understanding could render those ideological-based public opinions less effective.
How to respond to the growing political divide between China and the West marked by partial decoupling, security alliances, and the risk of sanctions, amongst other things, continues to be a major topic of discussion among China’s intellectual elite. As already evidenced in previous editions of this newsletter, opinions vary considerably. Those presented here so far have ranged from Da Wei (达巍) stressing the importance of preserving if not strengthening ties with the West and Shen Wei (沈伟) arguing in favor of reforming the WTO and building up a network of free trade agreements to Ye Hailin (叶海林) emphasizing the need for China to demonstrate its military might to demobilize U.S. allies and Lu Feng (路风) calling for self-reliance and greater assertiveness in the field of tech. A certain amount of overlap certainly exists among these perspectives but the differences are nonetheless striking.
Today’s edition of Sinification looks at a speech made last month by Yang Ping (杨平), head and editor-in-chief of the highly regarded Beijing Cultural Review (文化纵横, hereafter BCR). Yang is also director of the Longway Foundation (修远基金会) which publishes BCR. The foundation describes its publication as “the most influential magazine of intellectual thought and commentary in China” and sees itself as having a key role in helping shape the direction of intellectual debates in China (“议题的设置就是意识形态斗争成功的一半”). Indeed, BCR often republishes old articles at key junctures as so often highlighted by David Ownby’s wonderful Reading the China Dream.
The following are excerpts from an edited transcript of a speech by Yang made at an event hosted by Renmin University’s Chongyang Institute for Financial Studies, which was attended by China’s Vice-minister of foreign affairs Xie Feng (谢锋). In his speech, Yang advocates building a new international system led by countries in the Global South (which, of course, includes China) rather than the West. His ideas are not particularly novel but are nevertheless noteworthy in that they represent yet another viewpoint in the ongoing debate over how China should respond to the increasing tensions that characterize its relations with the U.S. and other Western countries. Next week, I will be sharing a somewhat longer piece that proposes a way of protecting China from the growing threat of Westernsanctions.
China is being pushed out of the U.S.-led international system
“The information I have seen so far is that the number of Chinese companies included in the U.S.’s ‘entity list’ has risen from 132 under Trump to over 530 now. The scope of such point-to-point [点对点] precision strikes is constantly expanding. With such a political impact on the economy, we can feel the [world’s] economic order being disrupted across the board. The world is moving inexorably in the direction of decoupling. The phenomenon of politics affecting the economy and the capitalistpolitical order no longer upholding the capitalisteconomic order are extremely striking.
“In such a context, the challenges now facing China are extremely serious and varied. We have the pressures of dealing both with containment in the Indo-Pacific and with the U.S.-led politics of alliances across the world. More importantly and fundamentally China faces the strategic task of building a new type of international system [新型国际体系] … The existing Western-dominated international system used to be one in which we tried hard to blend [so as] to become one with it. During this process, we [sought to] absorb the West’s advanced technologies and management [practices] and thus complete our mission of industrialisation and modernization.
“But once you enter the existing international system, he [who is already inside] does not want to play with you, and even wants to drive you back out. He wants to divide both supply chains and the economic system into two parts [搞成两套] and desperately wants to contain and suppress you. This is not something that can be determined by your own subjective preferences. He has made up his mind: you have already become his ‘fated opponent’ [命定的对手]. He has to suppress you and drive you out of the existing system.”
Building a new international system with the Global South
“It is at this point that China is faced with the task of constructing a new type of international system that is not dominated by the West. In today’s so-called strategic quadrangle consisting of the U.S., Europe, Russia and China, how to construct such an international system appears particularly difficult [逼庂 literally means ‘narrow’ or ‘cramped’ rather than ‘difficult’].
“But if we look a little further south, we will find a vast number of developing countries, the Third World and the countries of the global South. They should be our strategy’s depth [我们的战略纵深]. That is to say, [we should] build a new type of international relations and a new type of international system that has strategic depth and in which China and the countries of the global South are jointly integrated. [This] is, in my view, an important strategic task for China’s international relations in the coming decades.”
BRI projects: Strategy trumps profitability
“For China today, especially for businesses and governments at all levels [within China] that are currently working hard to develop BRI trade, there is a very important point to which they should be alerted or reminded about: the development of the BRI has to go beyond mere business, beyond the general export of [China’s excess] production capacity, beyond the partial thinking of industry and the partial thinking at the regional level, or the simple economic way of thinking of business. The development of the BRI should be considered at the strategic level. That is, it should be included into China’s strategy when thinking about Africa, South America, Southeast Asia and Central Asia.
“If you raise [the development of the BRI] to the strategic level, there are countries where you won’t be able to make money and will have to lose money, and there are countries where you will be free to make money. You have to unite the two within your organic strategy.
“The strategic task of building a new type of international system is, in my view, a strategic proposition that Chinesethink tanks and research institutes should pay very close attention to with regards to international relations.
“Time is limited today. I just wanted to make a start here. I hope to receive your corrections and criticisms. Thank you!”
“We’ve had a time of red-hot housing market all over the country… Shelter inflation is going to remain high for some time. We’re looking for it to come down, but it’s not exactly clear when that will happen. Hope for the best, plan for the worst.”
The rapid run-up of shelter costs—both house prices and rents—during the recovery from the pandemic has raised questions about how inflation pressures might affect housing affordability. Since March 2022, the Federal Reserve has rapidly lifted its federal funds rate target from near zero to over 4%, and policymakers have signaled that they are open to keeping the monetary policy stance sufficiently restrictive to return inflation to the longer-run goal of 2% on average. The tightened financial conditions following those policy changes, especially the surge in mortgageinterest rates, have helped cool house price growth. However, rentinflation remains elevated.
Economic theory suggests that some common forces such as changes in housing demand can drive both rents and house prices. For example, the expansion of remote work since the COVID-19 pandemic has increased demand for housing, raising both house prices and rents (Kmetz, Mondragon, and Wieland 2022). To the extent that the stream of current and future rents reflects the fundamental value of a house, house prices can be a leading indicator of future rentinflation (Lansing, Oliveira, and Shapiro 2022). Thus, monetary policy can affect both house prices and rents by cooling housing demand.
Housing demand responds to changes in financial conditions, such as increases in mortgageinterest rates. However, theory suggests that house prices are more sensitive than rental prices to changes in financial conditions, because home purchases typically require longer-term mortgage financing. In addition, unlike rents, house prices can be partly driven by investor sentiments or beliefs, which explains the observed larger swings in house prices than in rents over business cycles (Dong et al. 2022). Long-term rental contracts can also contribute to slow adjustments in rentinflation.
Rentinflation is an important contributor to overall inflation because housing costs are an important component of total consumption expenditures. On average, housing expenditures represent about 15% of total PCE and 25% of the services component of PCE. In CPI, shelter costs represent an even larger share, accounting for about 30% of total consumption of all urban consumers and about 40% of core consumption expenditures excluding volatile food and energy components.
The contribution of rentinflation to overall PCEinflation has increased since early 2021. As Figure 2 shows, in the first quarter of 2021, rentinflation accounted for about 22% of the four-quarter change in the PCE services price index, excluding energy: 0.5 of the 2.3 percentage points increase in service prices was attributable to rentinflation. By the third quarter of 2022, the contribution of rentinflation had climbed to about one-third, or 1.5 of the 4.7 percentage point increase in service prices.
Figure 2: Rising contribution of rent inflation to services inflation
For our analysis, we use a measure of monetary policy surprises constructed by Bauer and Swanson (2022). Their measure focuses on high-frequency changes in financial marketindicators within a short period surrounding the Federal Open Market Committee (FOMC) policy announcements. If the public fully anticipates a policy change, then the financial market would not react to new policy announcements. However, if the market does react to an announcement, then the policy change must contain a surprise element. Thus, changes in financial marketindicators, such as the price of Eurodollar futures, in a narrow window around an FOMC announcement can capture policy surprises. In practice, however, the data constructed this way are not complete surprises because they can be predicted by some macro and financial variables shortly before FOMC announcements. We follow the approach of Bauer and Swanson (2022) to purge the influences of those macro and financial variables from the measure of policy surprises. We use the resulting quarterly time series to measure monetary policy shocks, with a sample period from 1988 to 2019.
In the final step, we compute the responses of rentinflation relative to its preshock level over a period up to 20 quarters after the initial increase in the federal funds rate.
Gradual impact of policy tightening on rent inflation
Figure 3 shows the response of rentinflation during the first 20 quarters after an unanticipated tightening of monetary policy (solid blue line). The shaded area shows the confidence band, indicating the statistical uncertainty in estimating the responses. Under the assumption that the model is correct, the shaded area contains the actual value of the rentinflation responses to the monetary policy shock roughly two-thirds of the time. The policy shock is normalized such that it is equivalent to a 1 percentage point unanticipated increase in the federal funds rate.
Figure 3: Response of rent inflation to monetary policy tightening
The figure shows that monetary policy tightening has significant and gradual effects on rentinflation. On impact, a 1 percentage point increase in the federal funds rate reduces rentinflation about 0.6 percentage point relative to its preshock level. Over time, rentinflation declines gradually, falling about 3.2 percentage points in the 10 quarters following the impact. The slow adjustment in rentinflation partly reflects the stickiness in nominal rents due to long-term rental contracts. Since housing expenditures account for about 15% of total PCE, this estimate translates to a reduction in headline PCEinflation of about 0.5 percentage point, stemming from the decline in rentinflation over a period of 2½ years.
The rent component of PCE is measured based on average rents, including those locked in long-term rental contracts, which are slow to adjust to changes in economic and financial conditions. Rents on new leases, however, are more flexible. For example, the 12-month growth in Zillow’s observed rent index, which measures changes in asking rents on new leases, has slowed significantly since March 2022 (see Figure 4). Asking rents are typically a leading indicator of future average rents. Thus, the slowdown in asking rent growth could portend lower future rentinflation.
Figure 4: Year-over-year observed rent growth starting to slow
Rents are an important component of consumer expenditures. Recent surges in rentinflation have led to concerns that overall inflation might stay persistently high despite tightening of monetary policy. We present evidence that monetary policy tightening is effective for reducing rentinflation, although the full impact takes time to materialize. A policy tightening equivalent to a 1 percentage point increase in the federal funds rate can reduce rentinflation up to 3.2 percentage points over the course of 2½ years. This translates to a maximum reduction in headline PCEinflation of about 0.5 percentage point over the same time horizon. Although average rents are slow to respond to policy changes, growth of asking rents on new leases has started to slow following recent monetary policy tightening. Our finding suggests that this tightening will gradually bring rentinflation down over time, thereby helping to reduce overall inflation.
In this Economic Letter, we assess whether recent higher inflation is leading businesses and households in Mexico to expect inflation to remain high over the long run. Specifically, we focus on what rising market-based measures of inflation compensation may imply about bondinvestors’ outlook for inflation. The rise in inflation compensation since spring 2021 could reflect three factors: an increase in investors’ inflation expectations, an uptick in the premium investors demand for assuming inflation risk, or changes in other risk and liquidity premiums. We explore the relative importance of each of these factors using a novel dynamic term structure model of nominal and inflation-adjusted yields described in Beauregard et al. (2021, henceforth BCFZ). Overall, our results for five-year inflation expectations five years from now suggest Mexicanbondinvestors’ long-term inflation expectations have been little affected by the recent rise in inflation. Instead, the rise in inflation compensation reflects a notable uptick in the inflation risk premium to the high end of its historical range. This suggests that, despite inflation expectations being little changed on average, some investors are particularly concerned about the risk that inflation will remain above expected levels.
The difference between nominal and real yields for bonds of the same maturity is known as breakeven inflation (BEI). This represents a market-based measure of inflation compensation used to assess financial market participants’ inflation expectations. Figure 2 shows BEI rates at different maturities, meaning annual average rates of inflation compensation between now and maturity, from 1 to 10 years at the end of March 2021 (green line) and at the end of November 2022 (blue line). The slightly upward-sloping BEI curve of close to 3% in 2021 contrasts with the higher downward-sloping BEI curve in 2022.
Figure 2: BEI curves for 1-year to 10-year Mexican bond maturities
The increase for shorter maturities, the left end of the 2022 BEI curve, is closely tied to the current high level of inflation and suggests inflation may remain elevated for some time. In contrast, the increase at longer maturities, the right end of the 2022 BEI curve, suggests that investors’ longer-term inflation expectations may be drifting above the Bank of Mexico’s inflation target. To better understand the shape and sources of variation of the BEI curve we use a yield curve model.
To adjust for these challenges, we first use the nominal and real yields model developed in BCFZ to identify liquidity premiums in standard fixed-coupon and inflation-indexed bond prices as a function of the time since issuance and the remaining time to maturity. The time since issuance serves as a proxy for declining liquidity as, over time, a larger fraction of bonds gets locked into buy-and-hold strategies. We refer to the observed BEI net of estimated liquidity premiums as the adjusted BEI. In a second step, we then separate adjusted BEI into components representing investors’ inflation expectations using a formula based on the absence of bond market arbitrage opportunities and the residual inflation risk premium.
To assess whether investors’ inflation outlook has fundamentally changed, we follow De Pooter et al. (2014) and examine the five-year forward BEI rate that starts five years ahead, denoted 5yr5yr BEI. This is a horizon sufficiently long into the future that most transitory shocks to the economy can be expected to have vanished. Hence, the embedded inflation expectations are presumably less affected by current high inflation and pandemic-related transitory conditions and can therefore speak to the question about the anchoring of inflation expectations in Mexico.
Figure 3 shows the breakdown of 5yr5yr BEI into its various components according to our model. The dark blue line is the observed BEI, and the red line is the estimated adjusted BEI without liquidity risk premiums or other residual disturbances. The difference between these two measures of BEI—the yellow shaded area—represents the model’s estimate of the net liquidity premium or distortion of the observed BEI series due to risk premiums in both nominal and inflation-indexed bond prices. The adjusted BEI is entirely above the observed BEI, suggesting the liquidity risk distortions are systematically larger in the inflation-indexed bond prices, consistent with similar evidence from the U.S. Treasury market (Andreasen and Christensen 2016). Note that the net BEI liquidity premium widened around the financial turmoil in spring 2020 at the start of the pandemic and remains elevated.
Figure 3: Components of 5yr5yr breakeven inflation for Mexico
The model also allows us to break down the adjusted BEI into an expected inflation component (light blue line) and the residual inflation risk premium (green line). Also shown is the Bank of Mexico’s 3% inflation target (gray horizontal line). For comparison, the figure also shows the 5yr5yr expected CPIinflation in Mexico reported semiannually in the Consensus Forecasts surveys (dark blue squares). We note that both observed and adjusted BEI have trended higher since the start of the pandemic in early 2020. Importantly, the breakdown indicates that long-term expected inflation in Mexico has remained stable, slightly above the 3% inflation target. As a result, the increase in BEI can be attributed to the inflation risk premium, which is at the high end of its historical range towards the end of our sample. Given the elevated levels of current inflation, this suggests some investors are concerned that inflation could remain elevated for longer than currently anticipated.
This raises the question of whether long-term inflation expectations in Mexico are likely to remain anchored near their current level going forward. To assess this risk, we simulate 10,000-factor paths over a three-year horizon using the estimated factors and factor dynamics as of November 2022—that is, the simulations are conditioned on the shapes of the nominal and real yield curves and investors’ embedded forward-looking expectations as of November 2022. These simulated factor paths are then converted into forecasts of 5yr5yr expected inflation. Figure 4 shows the median projection (solid green line) and the 5th and 95th percentile values (dashed green lines) for the simulated 5yr5yr expected inflation over a three-year horizon.
Figure 4: Three-year projections of 5yr5yr expected inflation, Mexico
Our model projections indicate that long-term inflation expectations are likely to deviate only modestly from their current level, consistent with the variation of the historical estimates back to 2009. Overall, our findings represent tangible evidence that long-term inflation expectations remain well-anchored in Mexico despite the recent rise in inflation.
The policy path needed to keep inflation expectations anchored in a situation with highly elevated inflation may involve tradeoffs. The Bank of Mexico responded early and forcefully to inflation pressures starting in June 2021 and has indicated further tightening of the policy rate would likely be appropriate to bring inflation back down to target over the medium term. This could lower economic growth in Mexico in both 2022 and 2023. On the other hand, history shows that it may be difficult and costly to reverse extended departures from announced inflation targets. Thus, it will be important for central banks with inflation-targeting frameworks to monitor measures of long-term inflation expectations in the current situation.
While continuing to cool over the last several months, 12-month inflation remains at historically high levels. The headline personal consumption expenditures (PCE) price index rose 5.5% in November 2022 from a year earlier. This marks a decline in inflation to a level last observed in October 2021, but still well above the Fed’s longer-run goal of 2%. A portion of the inflation moderation is attributable to recent declines in energy prices. Core PCE inflation, which removes food and energy prices, has shown less easing.
Owing to fiscal relief efforts and lower household spending over the course of the pandemic, consumers accumulated over $2 trillion dollars in excess savings, based on pre-pandemic trends. Since then, consumers have drawn down over half of this excess savings which has helped support recent growth in personal consumption expenditures. A considerable amount of accumulated savings remains for some consumers to support spending in 2023.
In the wake of the pandemic, consumer spending patterns shifted away from services towards goods. While there appears to be some normalization of spending behavior, this shift has generally persisted. Real goods spending remains significantly above its pre-pandemic trend, driven by strong demand for durables such as furniture, electronics, and recreational goods. Spending on services has shown a resurgence but remains below its pre-pandemic trend.
The labor market remains tight, despite some signs of cooling. The number of available jobs remains well above the number of available workers, although vacancy postings have been trending down in recent months. The tight labor market has put continued upward pressure on wages and labor market turnover.
A decomposition of headline PCE inflation into supply– and demand-driven components shows that both supply and demand factors are responsible for the recent rise in inflation. The surge in inflation in early 2021 was mainly due to an increase in demand-driven factors. Subsequently, supply factors became more prevalent for the remainder of 2021. Supply-driven inflation has moderated significantly over recent months, while demand-driven inflation remains elevated.
Although the labor market is currently very strong, financial markets are pointing to some downside risks. Namely, the difference between longer- and shorter-term interest rates has turned negative, which historically tends to occur immediately preceding recessions. It remains unclear whether lower longer-term yields are indicative of anticipated slower growth or lower inflation.
Short-term inflation expectations remain elevated relative to their pre-pandemic levels in December 2019. Consumers are expecting prices to rise 5% this year, while professional forecasters are expecting prices to rise 3.5%. Longer-term inflation expectations remain more subdued, indicating that both consumers and professionals believe inflation pressures will eventually dissipate.
Rentinflation is expected to remain high over the next year. The prices for asking rents have grown quite substantially over the last two years. As new leases begin and existing leases are renewed, these higher asking rents will flow into the stock of rental units, putting upward pressure on rentinflation.
“We are thrilled to welcome and work with the first participants to the secure energy transformation,” said Jon White, director of NREL’s Cybersecurity Program Office. “These cyber-solution providers will work with NREL, using its world-class capabilities, to develop their ideas into real-world solutions. We are ready to build security into technologies at the early development stages when most effective and efficient.”
Additionally, CECA participants benefit from access to NREL’s unique testing and evaluation capabilities, including its ARIES cyber range, developed with support from EERE. The ARIES cyber range provides one of the most advanced simulation environments with unparalleled real-time situational awareness and visualization to evaluate renewable energy system defenses.
Applications for the second CECA cohort will open in early January 2023 for providers offering solutions that uncover hidden risks due to incomplete system visibility and device security and configuration.
NREL is the U.S. Department of Energy’s primary national laboratory for renewable energy and energy efficiency research and development. NREL is operated for DOE by the Alliance for Sustainable Energy LLC.
Late or Defaulted Withdrawal Liability [external charts] – Unless rules adopted by the plan provide otherwise, these rates are used by multi-employer plans to charge withdrawn employers if their withdrawal liability payments are late or in default.
On the first question, although the sanctions have been less effective than Europe and the U.S. had hoped, they also are proving more onerous than the Kremlin claims. Russia’s central bank expects GDP to contract by 8-10% this year, while other forecasters expect a larger fall, together with longer-lasting damage to growth potential. Imports and exports have been severely disrupted, and inflows of foreign investment have essentially stopped. Shortages are multiplying, pushing inflation higher. At this point, the country no longer has a properly functioning foreign-exchange market.
The sanctions would have bitten much harder had the West not opted for a carve-out of Russia’s energy sector, and had many more countries joined the U.S. and Europe in the effort. Because that didn’t happen, Russia has not felt nearly as much pressure as it would have. Moreover, it has been able to continue trading through various side and back doors that will likely become increasingly important as long as the sanctions regime, as currently designed, continues.
Nonetheless, it is only a matter of time before the Russian economy experiences a harder hit. Inventories of imported goods – including many critical technological and industrial inputs – are dwindling fast, and many sectors are becoming less resilient. The cumulative damage to Russia’s economy over time will be significant and long-lasting – a fact that has not yet been fully captured by consensus medium-term forecasts.
But it is impossible to replace something with nothing, which means that no significant loss of dollar or U.S. financial primacy will occur in the immediate future. Rather, the sanctions will lend further momentum to the gradual process of global economic fragmentation, which was also fueled a few years ago by the tariffs imposed by the Trump administration. More countries now have even more of a reason to pursue greater financial resilience and inherently inefficient forms of self-insurance.
That brings us to the third debate. With no end in sight for the war, what should the West do next? Fearing the implications for energy prices and the supply of gas to Europe, many in the West are tempted to call for a moratorium on any new sanctions – or even for additional carve-outs. Others, however, favor additional measures to hold Russia accountable for its indiscriminate attacks on Ukrainian civilians.
Doing so would undoubtedly have a severe short-term economic impact on European economies and the rest of the world, amplifying the “little fires everywhere” syndrome that I warned about in May. It is therefore critical that governments use their available fiscal space to provide targeted support to vulnerable segments of the population, as well as to fragile countries; and multilateral agencies must support developing countries through aid and a more operational debt relief framework. If done properly, this option would yield better outcomes in the medium and long term than the current strategy.
Dr. Kuppalli was previously awarded the NIH Fogarty International Clinical Research Fellowship and conducted research in Southern India to understand barriers to care and how emerging infections impacted persons living with HIV/AIDS. She was the medical director of a large Ebola Treatment Unit in Sierra Leone during the 2014 West Africa Ebola outbreak, helped lead the development and implementation of pandemic response preparedness activities in resource limited settings, and has consulted on the development of therapeutics for emerging pathogens. Her clinical and research interests focus on health systems strengthening in resource limited settings, research and clinical care for emerging infections, outbreak preparedness and response, and policy. She has worked in numerous countries including Ethiopia, India, Sierra Leone, Uganda, and Haiti.