Artemisinin is another one of those drugs that has great testimonials about its miraculous abilities to prevent disease (on the cheap), also happens to be a DE-WORMER... like Ivermectin... and Fenbendazole. Hydroxychloroquine is also an anti-parasitic.
Hmmm... Big Pharma rakes in billions of dollars every year, from people who have Cancer and Covid. Don't suppose that could have anything to do with the Medical Industry's vehement insistence that there is NO WAY something cheap, and readily available to everyone, could actually keep people from having to spend hundreds of thousands of dollars on Cancer and Covid treatments?
Check out these two reviews for Artemisinin, from a brand that's cheap and readily available on Amazon. You can search reviews for keywords like Covid, to see these reviews (below) on Amazon, for yourself. Then, do a search for the word "cancer" in the artemisinin reviews for the brand below. You will see that there are OVER 50 people who are taking it for cancer. Will post some of those reviews below the reviews that mention the word Covid.
Then, read the history behind Artemisinin... it's pretty interesting.
You can also grow your own Artemisinin. Better get those plants and seeds now, before it's outlawed like cannabis! : D You can find Artemisinin plants on ebay, like this one. And you can also buy Artemisinin seeds from Amazon.
Zazzee Artemisinin 100 mg per Capsule120 Vegan Capsules
And here are some reviews that mention the word "cancer." Just pasting a few, but there are OVER 50 reviews that mention cancer (for this brand, at least), and most of them seem to be positive.
Hmmmm...
You can also read more about Artemisin (aka Sweet Wormwood) by clicking HERE).
You can read about how drugs like Hydroxychloroquine work (by raising the pH of your endosomes) by clicking HERE.
You can see a few books that show the power of natural antivirals (check out the Amazon reviews), by CLICKING HERE.
You can read about Tu Youyou's discovery of Artemisinin, in the article below. Note how she got the idea that artemisinin would be helpful, because she'd read in an ancient Chinese medicinal book (around 400 BC), that soaking artemisinin in water (not boiling it) had beneficial effects.
https://fortune.com/2015/10/07/nobel-prizes-2015-project-523-chinese-medicine-malaria/

At the height of the Cultural Revolution, Project 523 — a covert operation launched by the Chinese government and headed by a young Chinese medical researcher by the name of Tu Youyou — discovered what has been the most powerful and effective antimalarial drug therapy to date.
Known in Chinese as qinghaosu and derived from the sweet wormwood (Artemisia annua L.), artemisinin was only one of several hundred substances Tu and her team of researchers culled from Chinese drugs and folk remedies and systematically tested in their search for a treatment to chloroquine-resistant malaria.
How Tu and her team discovered artemisinin tells us much about the continual Chinese effort to negotiate between traditional/modern and indigenous/foreign.
Indeed, contrary to popular assumptions that Maoist China was summarily against science and scientists, the Communist party-state needed the scientific elite for certain political and practical purposes.
Medicine, particularly when it also involved foreign relations, was one such area. In this case, it was the war in Vietnam and the scourge of malaria that led to the organization of Project 523.
A request from Vietnam and a military answer
As fighting escalated between American and Vietnamese forces throughout the 1960s, malaria became the number one affliction compromising Vietnamese soldier health. The increasing number of chloroquine-resistant malaria cases in the civilian population further heightened North Vietnamese concern.
In 1964, the North Vietnamese government approached Chinese leader Mao Tse Tung and asked for Chinese assistance in combating malaria. Mao responded, “Solving your problem is the same as solving our own.”
From the beginning, Project 523, which was classified as a top-secret state mission, was under the direction of military authorities. Although civilian agencies were invited to collaborate in May 1967, military supervision highlighted the urgent nature of the research and protected it from adverse political winds.
The original three-year plan produced by the People’s Liberation Army Research Institute aimed to “integrate far and near, integrate Chinese and Western medicines, take Chinese drugs as its priority, emphasize innovation, unify plans, divide labor to work together.”
The medical mission
Project 523 had three goals: the identification of new drug treatments for fighting chloroquine-resistant malaria, the development of long-term preventative measures against chloroquine-resistant malaria, and the development of mosquito repellents.
To achieve these ends, research on Chinese drugs and acupuncture was integral.
The decision to investigate Chinese drugs was not without precedent. Back in 1926, Chen Kehui and Carl Schmidt of the Peking Union Medical College published their original paper on ephedrine, derived from Chinese herb mahuang. It ignited a research fire in which more than 500 scientific papers on ephedrine (for relief for asthma) appeared around the world by 1929.
In the 1940s, state interest in the Chinese drug changshan and its antimalarial properties led to the establishment of a state-funded research institute and experimental farm in Sichuan province.
Project 523’s embrace of Chinese materia medica — the traditional body of knowledge about substances’ healing properties — is a more recent example of the efforts to “scientize” Chinese medicine through selective appropriation and detailed investigation.
Biomedical interest in Chinese drugs was not in itself new. But the institutional climate within which Project 523 investigators worked was different from earlier antimalarial research efforts. The Vietnam War had exacerbated an epidemiological crisis to which Maoist China responded with nationalist fervor by turning to its institutions of traditional Chinese medicine.
In the 1960s, such institutions were a mixing ground of specialists, many of whom possessed more than a passing familiarity with Chinese medicine and biomedicine. This ensured that qinghao research proceeded within a climate in which scientists, “who themselves had learnt the ways of appreciating traditional knowledge, worked side by side with historians of traditional medicine, who had textual learning.”
Tu Youyou’s story
Tu Youyou’s research fits within this Maoist story of medical systematization and standardization.
Born in 1930, she was a medical student during the 1950s, when state efforts to make Chinese medicine scientific through the research and expertise of biomedical researchers were especially acute. She rose to the head of a malaria research group at the Beijing Academy of Traditional Chinese Medicine in 1969.
The group was composed of phytochemical researchers who studied the chemical compounds that occur naturally in plants and pharmacological researchers who focused on the science of drugs. They began with a list of over 2,000 Chinese herbal preparations, of which 640 preparations were found to have possible antimalarial activities. They worked steadily and obtained more than 380 extracts from some 200 Chinese herbs, which they then evaluated against a mouse model of malaria.
Of the 380-plus extracts they had obtained, a qinghao (Artemisia annua L.) extract appeared promising, but inconsistently so. Faced with varying results, Tu and her team returned to the existing materia medica literature and reexamined each instance in which qinghao appeared in a traditional recipe.
Tu was drawn to one particular reference made by Ge Hong 葛洪 (284-363) in his fourth-century BC text, Emergency Prescriptions One Keeps Up One’s Sleeve. Ge Hong instructed: “Take a bunch of qing hao and two sheng [2 x 0.2 liter] of water for soaking it, wring it out to obtain the juice, and ingest it in its entirety.”
In what can be characterized as her eureka moment, Tu had the idea that “the heating involved in the conventional extraction step we had used might have destroyed the active components, and that extraction at a lower temperature might be necessary to preserve antimalarial activity.” Her hunch proved correct: Once they switched to a lower-temperature procedure, Tu and her team obtained much better and more consistent antimalarial activity with qinghao. By 1971, they had obtained a nontoxic and neutral extract that was called qinghaosu or artemisinin. It was 100% effective against malarial parasites in animal models.
Tu’s research has drawn accolades from the international scientific community, while also igniting a debate in the Chinese language media about the celebration of individual inventors over collective group efforts.
This too, perhaps, may be part of the legacy of Maoist mass science, which demanded research that served practical needs and engaged the masses. Scientific achievement, while important, was not the be-all, end-all of scientific work. During the Cultural Revolution, it mattered that science proceed along revolutionary lines. It mattered that scientific advances resulted from collective endeavor and drew from popular sources. Does it still?
Jia-Chen Fu is an assistant professor of Chinese at Emory University. This article originally appeared on The Conversation.
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Chinese researchers discovered effectiveness of artemisinin against malaria
September / October 2015 | Volume 14, Issue 5

Photo by Jorge Ferreira,
via Wikimedia Commons
Artemisia annua L.
by Shana Potash
Today's best treatments for severe malaria are based on the potent drug, artemisinin. A treasure from China's medicine chest, it was rediscovered by Chinese scientists who transformed a centuries-old herbal remedy into a new class of drugs that have helped hundreds of millions of malaria sufferers around the world.
The story begins in the 1960s, during the Vietnam War and China's Cultural Revolution under Communist Party Chairman Mao Zedong. Malaria was rebounding in Asia as parasites that cause the mosquito-borne disease were becoming resistant to the available medicines. North Vietnam, in jungle warfare with the U.S., asked China for help developing new antimalarials for its troops. China launched a secret program investigating both known chemicals and traditional Chinese medicines. The chemical route quickly delivered new treatments to the battlefield. But scientists studying traditional medicines ultimately produced the powerful botanical artemisinin, several derivatives, and other drugs that can be combined with them.
Artemisinin is derived from the common plant, Qinghao, the Chinese name for Artemisia annua L., also known as sweet wormwood. It had been used in China for more than 2,000 years. The earliest record, from 168 B.C., was written on a piece of silk unearthed from a tomb and recommended the herb as a hemorrhoid therapy. A fourth century manuscript noted it as a malaria treatment and advised readers to take a handful of Qinghao, soak in 2 liters of water, strain the liquid and drink.
Throughout the 1970s, teams of Chinese scientists moved Qinghao from plant to drug. Early work produced a crude extract that was 100 percent effective against malaria in mice. Later, scientists isolated the extract's active component, and named it Qinghaosu, known in the West as artemisinin. They determined it had a chemical structure that was different from the existing antimalarials - which was important in solving the problem of resistance - and then tested it in clinical trials. China first used artemisinin-based drugs on the battlefield in 1979.
China did not disseminate information about artemisinin to the West during the Cultural Revolution. But when that period ended, news began to emerge and scientists in other countries, including the U.S., undertook their own studies. Western drug companies also became very interested.
Research inside and outside of China demonstrated that fast-acting artemisinin, combined with a longer-lasting partner drug, delivers the necessary one-two punch to clear parasites from the body. Today, artemisinin-based combination therapies are the WHO-recommended best available treatments for most patients with malaria, particularly in areas of parasite resistance.
More Information
Related publications:
- The discovery of artemisinin (qinghaosu) and gifts from Chinese medicine
Nature Medicine, October 2011 - Artemisinin: Discovery from the Chinese Herbal Garden
Cell, September 16, 2011 (published online September 9, 2011) - From bark to weed: the history of artemisinin
Parasite, August 2011 (published online August 15, 2011) - Ancient Chinese anti-fever cure becomes panacea for malaria: An interview with Zhou Yiqing
Bulletin of the World Health Organization (WHO), October 2009 - Discovery, mechanisms of action and combination therapy of artemisinin
Expert Review of Anti-infective Therapy, October 2009 - Qinghaosu (Artemisinin): An Antimalarial Drug From China
Science, May 31, 1985 - Antimalaria studies on qinghaosu
Chinese Medical Journal, December 1979
Related Fogarty news and resources:
- Access a collection of malaria information and resources and malaria drug resistance from Fogarty.
- Global pandemic of fake medicines [including antimalarials] poses urgent risk, scientists say
May / June 2015 Global Health Matters - Study shows parasite mutation behind drug-resistant malaria in Cambodia
Jan / Feb 2014 Global Health Matters - Call to action on drug-resistant malaria
Fogarty news, September 22, 2011
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https://malariaworld.org/blog/viet-c%C3%B4ng-artemisia-annua-arteannuin-b-and-artemisinin
The Viet-Công, Artemisia annua, arteannuin B and artemisinin
Artemisia annua came under the spotlight during the Vietnam War. Viêt-Cong who operated in swamps and rain forests lost more soldiers by mosquito bites than by American bullets. Ho Chi Min turned to China for help. Researchers at the Chinese Institute of Material Medicine had found a region of China that reported no malaria cases, and when they investigated, they discovered that its people drank a decoction of Artemisia annua at the first symptoms of malaria. And actually, wild Artemisia has been used for millenniums in several regions of China and is still used to treat fevers and malaria. It was easy to acquire tons of this dried herb for Viêt-Cong. Taken as an infusion it worked wonders. The Americans, faithful to their less efficient pills, never knew what was going on.
CJ Puotinen, Artemisinin, malaria and cancer, NEHA Internat, Winter 2003
Already in 1967, confronted with a strong recrudescence of malaria in the Southern provinces the Chinese authorities launched a nationwide program involving several hundred Chinese scientists. A part of this project, called “Program 523” endeavored to explore the traditional Chinese herbal medicine. More than 1000 samples of different herbs have been studied by the modern methods and isolation of the active principles is monitored with antimalarial screening in animal models. Many active principles had been isolated, for example yingzhaosu, from the traditional antimalarial medicine Dichroa febrifuga and Arbotrys uncinatus. It appears thus that these activities had started several years before the Vietnam war and the request for help by the Vietcong. And that the scientific activities took place in a nationwide program and not hidden somewhere in basements.
Xiao-Tian Liang, We-Shuo Fang, Medical Chemistry of Bioactive Natural Products. Edited by Chinese Academy of Medicinal Sciences Beijing. Translation Wiley Interscience 2006
Studies with extracts from Artemisia annua started only in 1972 and this may be under the influence of some informations which came from Europe. Let’s not forget that Artemisia annua is growing wild on most European coastal river banks: Elbe, Rhine, Po, Rhone, Danube. Serbians presented their research results on Artemisia annua in February 1972 at an international conference in India. The reference to this work is quoted in the book Chinese Materia Medica, CRC Press, New York 1993 by You-Ping Zhu.
D. Jeremić, A. Jokić, A. Behbud and M. Stefanović, New Type of Sesquiterpene Lactones Isolated From Artemisia Annua L. – Ozonide of Dihydro Arteannuin”, 8th International Symposium on The Chemistry of Natural Products, New Delhi, 1972, C-54, 221
One year later it was published in a well known peer reviewed journal Tetrahedron Letters
D.Jeremić, A. Jokić, A. Behbud, M. Stefanović, A new type of sesquiterpene lactone isolated from Artemisia annua L., Tedrahedron Letters 1973 Vol 14- Iss 32, 3039-3042
The molecule was further described in 1974
Uskoković MR, Williams TH, Blount JF. The structure and absolute configuration of arteannuin B. Helvetica chimica acta 57:3 1974 Apr 27 pg 600-2 and Helv Chim Acta, 1974, 27;57, 602-15.
In the early 1970 the Swiss at the ETH Zürich were working on arteannuin B and published their results.. They hardly could have contacts with the Chinese and the administration of Artemisia annua infusions to Vietcong soldiers.
DG Leppard, M Rey, AS Dreiding, R Grieb. The structure of arteannuin B and its hydrolysis product. Helv Chim Acta, 1974, 27;57, 602-15.
All this may explain why the Chinese started their Artemisia annua work with arteannuin B. Principal administrator of the project was Zhang Jianfang and it involved research teams in Hainan, Yunnan, Shandong, Beijing.
Mao-Tian Liang, Wei-Shuo Fang, editors, Medical Chemistry of Bioactive Natural Products, Wiley-Interscience, 2006 New Jersey
The first trials with arteannuin B (qinghaosu II) were started in Hainan in October 1973 by doctor Li Chuangjie. A total of eight cases were studied, three with vivax and five with falciparum malaria. In both infections, the temperature normalization took 30 hours and parasitemia was cleared in 65 hours. But during follow-up parasites reappeared after a few days or weeks. Two patients did not respond and were considered treatment failures. To a large extent it is logical that the work in Yugoslavia and in China started with arteannuin B because the Artemisia species available were both of the type rich in artannuin B and poor in are artemisinin. Especially the Artemisia annua from the Beijing province.
Youyou Tu . The discovery of artemisinin (qinghaosu) and gifts from Chinese medicine. Nature Medicine. 2011, 17, 1217–1220 doi:10.1038/nm.2471
By the end of 1972, the Beijing Institute of Chinese Materia Medica had identified and separated out several active constituents, one of which had an antimalarial effect and was named qinghaosu II. In 1973 preclinical animal toxicology testing was done at. Arteannuin B (qinghaosu II) showed cardiac toxicity in some animals. This explains why progress slowed in the years 1973. Finally arteannuin B was tested on three researchers and showed no apparent toxicity. Leaders therefore agreed to start clinical trials with arteannuin B. A clinical trial with thirty vivax malaria patients was run in the Shandong province and compared favourably with chloroquine. At the same time Zhan Eryi and Luo Zeyuan at the Yunnan Institute of Materia Medica improved the extraction methods and isolated white crystals with good antimalarial properties. This was called qinghaosu or artemisinin.. In January 1974, the head office organized a meeting of all district office leaders of Project 523. In May 1974, a clinical trial with artemisinin was completed with 26 vivax malaria cases. In most cases, no parasites were detectable in the blood 48 hours after drug administration. But the recurrence rates were high, in 4 out of 5 patients. Similar results were obtained in November 1974 by Li Guaqiao’s team for 18 falciparum malaria cases. At the end of February 1975, the national head office called for another meeting of all province leaders at Beiwei Road Hotel in Beijing ant it was decided that all research units should concentrate their efforts on artemisinin.
Zhang Jianfang editor. A detailed Chronological Record of Project 523 and the Discovery and Development of QingHaosu (Artemisinin), Translation Keith and Muoi Arnold 2006, ISBN: 978-1-62212-164-9
FH Jansen; Z Yin. 2002. Who Discovered Artemisinin? ISBN 90-807479-1-2. 25
One of the first peer reviewed papers of the Chinese team with the name of Tu Youyou and relating the discovery of artemisinin was published in 1979 by a team of Chinese scientists. Tu Youyou was not the main author but co-author.
Liu JM, Ni MY, Fan JF, Tu YY, Wu ZH, Wu YL, Chou WS (1979) Structure and reaction of Arteannuin. Acta Chim Sin 37:129–143
Another paper was published at the same date without names.
Qinghaosu Antimalaria Coordinating Research Group: Antimalaria Studies on Qinghaosu, Chinese Medical Journal. 1979, 92.12
At the same date the Ministry of Health nominated 6 institutions for the Discovery of Qinghaosu Award:
- Academy of Chinese Traditional Medicine
- Shandong Institute of Traditional Medicine
- Yunnan Institute of Materia Medica
- Institute of Biophysics of the Chinese Academy of Sciences
- Shanghai Institute of Organic Chemsistry
- Guangzhou College of Traditional Medicine
Apparently, Tu Youyou is not the person who first discovered the antimalarial action of the extract, and not the first person who isolated the antimalarial Qinghaosu either, and these parts of work were not done under her instruction. Isolation of the active ingredient, inhibition of parasites in mice and primary clinical trials were carried out by three institutions respectively. Artemisinin was in fact discovered in 1972 from the leaves of Artemisia annua by Zhenxsin Wei There were critical voices in China after Tu Youyou won the Nobel prize. “I feel happiness and sorrow” said Liu Changhua, a professor of history.” I am happy that the drug has saved lives, but if this is the path Chinese medicine has to take in the future I am sad. Western drug companies examine traditional pharmacopeia around the world looking for new drugs. If this is the path we must go down, I think it is a disrespect of our cultural heritage. Artemisia has been in continuous use for centuries to fight malaria and other fevers”. Dr. Nicholas J. White, a prominent Oxford malaria researcher, said it was “not fair to credit this discovery to one individual”. During all these years the research on Artemisia annua extracts continued and other molecules were studied. Deoxoqinghaosu was synthesized from arteannuic acid and it was found more effective against K173 strain of Plasmodium berghei than the natural compound qinghaosu.
B Ye; Y-L Wu; G-F Li; X-Q Jiao, Antimalarial activity of deoxoqinghasosu, Acta Pharm. Sin., 1991
There was also some hope that other Artemisia plants might contain molecules more efficient than arteannuin B or artemisinin. This is not a surprise because Chinese scientist Shengua (1095) and Li Shisten (1593) had found that Artemisia apiacea which does not contain any artemisinin had better antimalaria properties than Artemisia annua. A large variety of Artemisia plants was studied in these years by the Chinese: Artemisia eriopoda. Artemisia argyi, Artemisia anomala, Artemisia japonica, Artemisia apiacea, Artemisia gmelini,
Yin Jianping, Tu Youyou, Chemical constituents of woolystalk wormwood (Artemisia eriopoda). Zhongcaoyao 1989, 149-50 ISSN 0253-2670
Gu Yuncheng, Tu Youyou, Chemical constituents of Japanese wormwood (Artemisa japonica), Zhongcaoyao, 1993, 24(3) CODEN : CTYAD8
Wu Chongming, Tu Youyou, Isolation and identification of the lipophilic constituents from Artemisia argyi, Zhongcaoyao, Tongbao 1985 10(1) 31-2, ISSN 0254-0029
Xiao YQ, Tu Youyou, Identification of the lipohilic constituents of Artemisia anomala. Yao Xue XUE Bao, 1984, 19, 909-913
Wu C, Tu Youyou, Studies on the constituents of Artemisia apiacea Hance, Chin Trad Herbal Drugs 1985, 6. 2-3.
Wu C, Tu Youyou, Studies on the constituents of Artemisia gmelini. Chin Bull Bot 1985 3, 34-7
This is not a surprise because Chinese scientist Shengua (1095) and Li Shisten (1593) had found that Artemisia apiacea which does not contain any artemisinin had better antimalarial properties than Artemisia annua. All these studies of the team around Tu Youyou reflect some lack of confidence in artemisinin and Artemisia annua. It looks like searching for a needle in a haystack.
The continuing failure rates with monotherapy of arteannuin B and artemisinin prompted some trials with Artemisia annua extracts administered in capsules. The result was encouraging. The cure rate for Plasmodium berghei and Plasmodium vivax infections was 100%. This formulation was found to be better than chloroquine in fever subsidence and disappearance of malarial symptoms, while the recrudescence rate was still high, the latter could be inhibited by increasing therapeutic course or daily dosing time.
Wan YD, Zang QZ , Wang JS Studies on the antimalarial action of gelatin capsule of Artemisia annua. Chinese Journal of Parasitology & Parasitic Diseases 1992, 10(4):290-294
Note how the rates of malaria in Vietnam have declined. It is stated in the study, below, that artemisinin helped with that decline.
You can read about Vietnam's low covid infection rate HERE. And you can read about how countries that use drugs like Ivermectin and Hydroxychloroquine just *happen* to have very low Covid infection rates, by CLICKING HERE.
https://malariajournal.biomedcentral.com/articles/10.1186/s12936-018-2372-8
- Research
- Open Access
- Published:
The decline of malaria in Vietnam, 1991–2014
Malaria Journal 17, Article number: 226 (2018)
Abstract
Background
Despite the well-documented clinical efficacy of artemisinin-based combination therapy (ACT) against malaria, the population-level effects of ACT have not been studied thoroughly until recently. An ideal case study for these population-level effects can be found in Vietnam’s gradual adoption of artemisinin in the 1990s.
Methods and results
Analysis of Vietnam’s national annual malaria reports (1991–2014) revealed that a 10% increase in artemisinin procurement corresponded to a 32.8% (95% CI 27.7–37.5%) decline in estimated malaria cases. There was no consistent national or regional effect of vector control on malaria. The association between urbanization and malaria was generally negative and sometimes statistically significant.
Conclusions
The decline of malaria in Vietnam can largely be attributed to the adoption of artemisinin-based case management. Recent analyses from Africa showed that insecticide-treated nets had the greatest effect on lowering malaria prevalence, suggesting that the success of interventions is region-specific. Continuing malaria elimination efforts should focus on both vector control and increased access to ACT.
Background
Over the past 15 years, scale-up in key tools to prevent and treat malaria has contributed to a dramatic reduction in transmission worldwide [1]. Principal among these tools have been insecticide-treated nets, indoor residual insecticide spraying, and artemisinin-based combination therapy (ACT)—the most effective anti-malarial therapy currently available for treatment of uncomplicated Plasmodium falciparum. In 2005, the World Health Organization began recommending ACT as first-line therapy for uncomplicated P. falciparum [2], although treatment with artemisinin-containing anti-malarials had already begun in areas confronted with resistance to chloroquine, sulfadoxine–pyrimethamine, and mefloquine [3]. Early clinical studies on artemisinin derivatives in the 1990s [4,5,6,7,8] and larger trials of ACT in the 2000s [9,10,11,12,13] demonstrated high clinical efficacy and a rapid killing rate, which would later make ACT the recommended first-line therapy for national malaria control programmes worldwide.
Beyond its well-established clinical efficacy, artemisinin may have population-level benefits in malaria control due to its moderate effect of reducing post-treatment carriage of gametocytes [14,15,16,17]—the sexual stage of malaria transmitted from human peripheral blood to Anopheles mosquitoes. Treatment of P. falciparum with an artemisinin-containing anti-malarial results in rapid killing of parasite asexual stages (99% daily kill rate [18, 19]) and, when combined with a partner drug, results in undetectable parasitaemia by microscopy after 3 days of treatment [8, 20]. Low parasite densities in the blood generally indicate that patients are less likely to transmit gametocytes to mosquitoes [21, 22]. However, the long-term population-level effects of ACT case management on parasite transmission are only now beginning to be documented through retrospective analyses [1, 23, 24], prospective studies [25,26,27,28], meta-analyses [29], and mathematical modelling [30,31,32]. The fact that ACT is typically introduced as a component of comprehensive malaria control efforts makes it challenging to isolate the effectiveness of ACT from that of other concurrently introduced control strategies, such as indoor residual spraying (IRS) and insecticide-treated bed nets (ITNs).
An excellent case study for the long-term effects of artemisinin use in malaria case management is found in Vietnam. Following an epidemic of chloroquine-resistant P. falciparum in the late 1980s, Vietnam implemented a new national malaria control programme into which artemisinin-based case management was introduced; vector control practices were expanded and health capacity was strengthened. The incidence of malaria in Vietnam subsequently declined [33, 34]. Data on incidence, anti-malarial use, vector control effort, and various health-systems metrics were recorded in annual reports from Vietnam’s National Institutes for Malariology, Parasitology, and Entomology (NIMPE). An analysis of these data for the provinces in the southern part of the country from 1991 to 2010 showed that the strongest association with reduced malaria incidence was the proportion of stocked or ordered anti-malarial drugs that were artemisinin derivatives [24]. The present study extends the work by Peak et al. [24] by adding data from national-level reports collected including Vietnam’s central and northern provinces, and adding newer annual data from 2011 to 2014. In addition, this study introduces a measure of estimated malaria cases for Vietnam, using the detection and diagnostic capabilities in Vietnam during this time period. The findings of this study support the robustness of the association between adoption of artemisinin-containing anti-malarials for case management of P. falciparum and declining malaria incidence.
Methods
Data collection
The data used in this analysis were obtained from the Institutes for Malariology, Parasitology, and Entomology (IMPE) located in Ho Chi Minh City and the National Institutes for Malariology, Parasitology, and Entomology (NIMPE) in Hanoi. Data structure and cleaning have been described previously [24]. Briefly, NIMPE is responsible for defining guidelines, training staff, supporting local and provincial malaria posts and clinics, purchasing and distributing anti-malarial drugs, distributing insecticide-treated nets, identifying malaria transmission hot-spots, spraying insecticide in homes, and other control and response efforts [35]. Data from NIMPE/IMPE annual reports from 1991 to 2014 were collected in hard copy for all 58 provinces and 5 municipalities in Vietnam. In order to account for changes in provincial borders over the study time period, some provinces/municipalities were combined for analysis (see Additional file 1).
Malaria case data and case estimation
Data collected on malaria cases include provincial-level counts of cases, severe cases, and deaths. Malaria case numbers were available as either the number of clinically suspected malaria cases, , or the number of suspected cases confirmed by microscopy, , where is a subset of and both may include cases of P. falciparum and Plasmodium vivax malaria. However, for the cases that remained unconfirmed, the reports do not indicate whether these cases tested negative by microscopy or if they were simply untested. The distinction between cases that tested negative and untested cases could be made if either the positive predictive value, , of clinical diagnosis or the fraction of clinically suspected cases that undergo blood-slide diagnosis, , were known. If is known, then the total number of suspected cases that undergo microscopy, , can be used to calculate the positive predictive value, , where has a maximum value of one:
Likewise, if the positive predictive value is known, then the fraction of suspected cases that underwent blood-slide confirmation can be calculated, unless , in which case all clinically suspected malaria cases are truly malaria. If the rate of blood-slide confirmation, , is known, then the true number of malaria cases (falciparum and vivax combined) can be estimated as:
which is equal to when . Since independent estimates of or cannot be obtained, was assumed to increase linearly in each province, with an independent slope for each province, during the years 1991–2014. This assumption is consistent with NIMPE annual reports, which show an increase in health system capacity and microscopy during this period. The linear increase in was chosen to minimize the variance in the year-to-year positive predictive value, as it is likely that clinicians’ ability to correctly diagnose a malaria case did not change significantly during this time. This assumption is supported by the opinions of IMPE/NIMPE staff. However, the relative prevalence of other febrile diseases is likely to affect the positive predictive value of malaria clinical diagnosis, depending on the level of similarity between the symptoms of these diseases and malaria symptoms.
Predictor data
Provincial-level annual data on the following potential predictors of provincial malaria case counts in Vietnam from 1991 to 2014 were identified and collected: (1) the proportion of treatment courses for P. falciparum containing artemisinin (see Additional file 2), (2) the proportion of the population protected by vector control measures (IRS or ITNs), (3) the proportion of the population living in urban areas (Government Statistics Office, Vietnam), (4) the discretionary budget per capita for the malaria control programme, and (5) staff trained per 100-persons.
Data on vector control measures contained in the annual reports were used to calculate the proportion of the population protected by vector control measures, as has been done in previous work [24]. These data include the total number of people protected by insecticide-treated bed nets and indoor residual spraying, reported as the sum of these two measures. ITN coverage is defined by NIMPE as the proportion of individuals who share an ITN with a maximum of three other household members [36]. Missing data on vector control measures were imputed by linear interpolation.
The reports also contained data on two measures of health system capacity: the discretionary budget and the training of health care workers. Budgetary data, broken down into sub-budget allocations for the local malaria control programme, and data on staff trained to support the malaria control programme, were both available in the reports by province and year. The discretionary budget per capita, which excludes the allocated budget for purchasing anti-malarial drugs, insecticides, and subsidies for ITNs and IRS, were used as measures of health system capacity after adjusting for historic inflation in the VND. The number of staff trained per capita was also used as a measure of health system capacity. Data for these two measures of health system capacity were only available for the years 1997–2014. Due to the high degree of missingness in measures of health system capacity, no imputations were conducted.
Data on the number of individuals living in urban areas were available by province for all years after 1994 from the General Statistics Office of Vietnam and are available online at the GSO website [37]. These data were used to calculate the proportion of the population in each province living in urban areas. Total population data was also available for all years after 1993 from the General Statistics Office of Vietnam. Missing population data were imputed linearly.
Statistical analysis
Poisson-regression models were fit to provincial-level malaria case data from 1991 to 2014, using three different model outcomes: (1) clinically-diagnosed malaria cases (‘suspected’ cases), (2) blood-smear confirmed cases (‘confirmed’ cases), and (3) cases estimated by minimizing the year-to-year variation in the positive predictive value of clinical diagnosis, as described above (‘estimated’ cases). All case measures include cases of falciparum and vivax malaria. Models included a province-specific fixed effect and the log of the population as an offset term. Lagged variables were not used as the time stratification in the data is too coarse (see Peak et al. [24]). Models were fit using generalized estimating equations (GEE), appropriate for correlated time-series data, with a log-link function, an independent correlation structure, and a robust covariance matrix estimator [38]. Spearman’s rank correlation tests were conducted to investigate temporal trends in the data. Models were fit to data from all 51 provinces in Vietnam for the 24 years from 1991 to 2014. Additionally, provincial-level data were stratified into northern, central, and southern regions and models were separately fit in order to explore regional trends. Due to missingness in the health system capacity variables, a set of models was fit to data from 1997 to 2014 using all five covariates as predictors (i.e., ‘five-covariate models’) and another set of models was fit to data from 1991 to 2014 using only three covariates (i.e., ‘three-covariate models’), which excluded the two measures of health system capacity—discretionary budget and staff trainings. All analysis was conducted in R, using the geepack package for fitting generalized estimating equations [39].
Results
Changes in malaria transmission
All measures of malaria incidence in Vietnam declined significantly between 1991 and 2014, with the majority of the decline occurring in the 1990s (Fig. 1). Suspected malaria cases in Vietnam declined from 1,290,250 cases in 1992 to 27,868 cases in 2014, corresponding to a 98.3% reduction in incidence. The confirmed case incidence decreased by 94.9% over this time period, from 224,923 cases in 1992 to 14,941 cases in 2014. Severe malaria cases declined from 24,022 cases in 1992 to 65 cases in 2014 and malaria fatalities declined from 2,702 deaths in 1992 to nine deaths in 2014. Similarly, estimated malaria cases declined 586,172 to 17,939 over this time. The declining trend in incidence between 1991 and 2014 was consistent across all provinces in Vietnam (Fig. 2).
Incidence of suspected, confirmed, and estimated cases of malaria per 1000 person-years by region from 1991 to 2014 on a log-transformed scale where labels correspond to raw (unlogged) values. In 2014, there were 473 confirmed cases in the northern region, 12,006 confirmed cases in the central region, and 2,462 cases in the southern region
Incidence of suspected, confirmed, and estimated cases of malaria, by province (1992–2014). Provinces are arranged approximately by decreasing latitude (north to south) from top to bottom, and left to right. The y-axis is log-transformed, but the labels correspond to raw (unlogged) values and the “0.0” label on the y-axis corresponds to true zero
Malaria burden in Vietnam, 2014
In 2014, malaria transmission was highest in Gia Lai province located in central Vietnam where an estimated 4,386 cases occurred. Only 22 provinces, most in central Vietnam, reported more than 50 confirmed malaria cases in 2014 (Table 1). Incidence varied greatly between northern provinces and was generally low in the southern provinces (Fig. 3a). Mapping the positive predictive value of clinical malaria diagnosis (q) in 2014 revealed that q tended to be much greater in the south than in the north (Fig. 3b), attributable to northern provinces having high numbers of suspected cases while reporting very few slide-confirmed cases. From 2010 to 2014, the average positive predictive values ranged from 0.10% in Hai Phong located in the northern region to 99.2% in Binh Thuan located in the southern region. Excluding the northern provinces and an outlier in Ba Ria-Vung Tau, the average positive predictive value ranged from 31.4% in Hau Giang/Can Tho/Soc Trang to 99.2% in Binh Thuan province; this is the expected range for the positive predictive value of malaria clinical diagnosis according to senior IMPE/NIMPE staff.
Malaria control measures between 1991 and 2014
The percentage of treatment courses ordered for P. falciparum malaria that contained artemisinin increased significantly (Spearman ) from 12.1% in 1992 to 92.9% in 2014 across Vietnam and relatively uniformly for nearly all provinces (Fig. 4). The proportion of the population living in urban areas increased from 21.2% in 1995 to 33.1% in 2014. Again, this trend was similar across provinces and statistically significant almost everywhere. Unlike urbanization and the adoption of artemisinin, vector control measures did not show clear temporal trends when looking across provinces. Nationwide, the proportion of the population protected by vector control measures increased year-to-year from 1992 to 1997 (8.0% in 1992, 16.6% in 1996, 18.1% in 1997, 18.0% in 1998) and dropped to 9.7% in 2012 and 4.1% in 2014. Most provinces showed no temporal trend for vector control patterns.
Effects of covariates on malaria incidence
In the analysis using all 51 provinces, after controlling for the proportion of the population living in urban areas and the proportion of the population protected by vector control, the proportion of treatments for P. falciparum that contained artemisinin was significantly (p < 0.001) and inversely associated with all three measures of malaria incidence (Fig. 5). A 10% increase in the proportion of treatments containing artemisinin was associated with a 32.8% (95% CI 27.7–37.5%) reduction in the incidence of estimated cases, a 29.4% (95% CI 24.9–33.5%) reduction in the incidence of confirmed cases, and a 29.0% (95% CI 24.7–33.1%) reduction in the incidence of suspected cases. The proportion of the population living in urban areas was significantly and inversely associated with suspected (p < 0.001) and estimated (p < 0.05) cases, but not with confirmed cases. The proportion of the population protected by vector control measures was not significantly associated with any of the three measures of malaria incidence in the nationwide analysis.
Percent change in malaria incidence associated with a 10% increase in the proportion of treatments for P. falciparum containing artemisinin (top row), proportion of the population living in urban areas (middle row), and proportion of the population protected by vector control measures (bottom row), by region and nationwide, as predicted by models using these three covariates only. The circle shows the mean effect size, the solid line shows the 95% confidence interval, and the dotted lines shows the 99.9% confidence interval. Outcome variable used in model is indicated by color. For clarity, the x-axis has been limited to range from – 90 to 90%
Additionally controlling for changes in health system capacity using staff trainings and the discretionary budget similarly revealed that the proportion of treatments for P. falciparum containing artemisinin was significantly (p < 0.001) inversely associated with incidence, as measured by suspected, confirmed, and estimated cases (Fig. 6). Again, no significant associations were found between the proportion of the population protected by vector control and any of the three measures of malaria incidence. The proportion of the population living in urban areas was significantly inversely associated with suspected cases (p = 0.004), but was not significantly associated with estimated or confirmed cases. The discretionary budget was found to be positively but weakly associated with the number of suspected cases, with a 10% budget increase corresponding to a 1.35% (95% CI 0.09–2.6%) increase in the number of suspected cases (p = 0.035). Staff trainings per 100-persons was not found to be significantly associated with any incidence measure.
As in Fig. 5, with the addition of covariates measuring health system capacity
Regional variation
The proportion of purchased P. falciparum treatments that contained artemisinin was found to be significantly (p < 0.001) inversely associated with all three measures of malaria incidence in all three regions (northern, central, southern) of Vietnam, both with (Fig. 5) and without (Fig. 6) the inclusion of the health system capacity variables. A possible inverse association between the proportion of the population living in urban areas and malaria incidence can be seen for the central provinces, although it is only significant when looking at suspected cases. The relationship between urbanization and malaria in the northern provinces is difficult to assess as the inferred associations were not robust across models and covariates. There was no evidence of a relationship between urbanization and malaria in the southern provinces.
Although the proportion of the population protected by vector control measures was not found to be significantly associated with malaria incidence when all provinces where analysed together, a few significant associations were identified when the analysis was stratified by region. In the three-covariate models, the proportion protected by vector control measures was significantly and inversely associated with all three measures of malaria incidence in the northern provinces (p < 0.01). However, in the five-covariate models, this association only remained significant for incidence measured by suspected cases and the directionality of the effect was reversed. For the southern and central provinces, no statistical evidence to support an association between vector control and malaria incidence was found. The lack of robustness in these results and the presence of positive associations between vector control and malaria suggested that the NIMPE/IMPE data did not contain any evidence for an effect of vector control on malaria incidence in Vietnam.
The discretionary budget was not significantly associated with any of the three measures of incidence in any of the three regions. Staff trainings were significantly and inversely associated with confirmed and estimated (p < 0.05) cases in the central region; however, in the northern region, staff trainings were positively associated with confirmed (p < 0.01) and estimated ( p< 0.001) cases. Overall, the health capacity variables do not have robust associations with malaria incidence; it is important to remember that as malaria incidence drops, budgets and staff numbers for malaria control programmes will also be reduced.
The results of the entire analysis were robust to the method of calculation for the proportion of treatments for P. falciparum containing artemisinin (see Additional file 3).
Discussion
The most robust statistical association in the data reported by Vietnam’s National Institutes for Malariology, Parasitology, and Entomology from 1991 to 2014 is the negative association between malaria incidence—measured in three different ways—and the purchases of artemisinin-based drugs (as a fraction of total drug purchases) by provincial malaria control programmes. The significant negative association between the proportion of treatments for P. falciparum containing artemisinin and malaria incidence persists whether or not health system variables are included in the analysis and whether the data are analysed regionally or nationally. These findings are consistent with those of Peak et al. [24] in their analysis of southern Vietnam from 1991 to 2010.
Data limitations
Although the predictor data assembled for this study only show that artemisinin-derivatives were purchased (but not used or prescribed), other descriptions of the health system and anti-malarial usage in Vietnam in the 1990s indicate that artemisinin drugs were in fact used and probably favoured, when compared with other drugs, in the treatment of P. falciparum malaria [33, 34]. In 2003, anti-malarial treatment guidelines were updated in Vietnam to reflect the fact that artemisinin therapies had been accepted worldwide as the most effective treatment for uncomplicated falciparum malaria; indeed, it was the trials conducted in southern Vietnam in the 1990s [4, 5] that initiated these discussions. Non-artemisinin therapies were no longer recommended after 2003 in Vietnam, and the average clinician’s familiarity and experience with artemisinin-based therapies would have meant these drugs were favoured as treatment for malaria. Malaria case numbers were already quite low in 2003 (61,204 estimated cases) and the NIMPE data indicate that sufficient numbers of courses were available for all provinces. Clinicians working in southern Vietnam at the time would estimate that the vast majority of falciparum malaria cases would have received an artemisinin-containing therapy as first-line treatment. Nevertheless, as systematic data on usage or prescription are not available in the NIMPE reports, this is a limitation in the present analysis and any analysis linking drug/treatment purchase data to incidence.
A second limitation of the data is the lack of coverage information. As anti-malarial drugs in Vietnam have been free at least since the 1990s, the question of coverage reduces to a question of access and education. Publicly available demographic health surveys (1997, 2002, 2005) do not contain information on the percentage of children or adults who took an anti-malarial for a febrile episode suspected of being malaria. As with the question on drug purchases and drug use, with no direct coverage data available, the best source of information comes from clinicians with local knowledge of access, treatment-seeking habits, and the current malaria burden. In 2014, it is very likely that treatment coverage for a febrile malaria episode was 100%. It is also likely that, since the turn of century, treatment coverage was very high or near 100%. During the 1990s, it is not possible to make an educated guess on how high treatment coverage levels were. Systematically collected data on coverage do not exist, and this analysis does not aim to test whether treatment coverage was an influential covariate in reducing malaria case counts in Vietnam from 1991 to 2014.
Additional general limitations of this analysis include the reporting system itself as it does not include true positives that did not report to the health system. Individuals with mild symptoms are less likely to seek care and, when they do, are more likely to receive a false negative clinical diagnosis. These cases are known to occur in Vietnam [40], but it is unlikely that they represent a major proportion of the population. Second, the coarse nature of the data (annual aggregation) reduces certainty in associations and prevents observation of short-term effects. A cohort with active surveillance and knowledge on anti-malarial drug use and other interventions would be the ideal data set for inferring these associations. These study designs are common in Africa where transmission levels are still high, but the low number of malaria cases in Vietnam makes such studies impractical.
Comparisons across regions
The results of this study differ substantially from a recent continent-wide analysis in Africa showing that approximately 68% of the decline in malaria from 2000 to 2015 can be attributed to the use of insecticide-treated nets (ITNs) [1]. One reason may be the differential effort in Vietnam placed on ensuring access to ACT versus distributing ITNs. ACT medicines in Vietnam are free in the public sector and there are virtually no private sector sales. With low annual case numbers and a concentration of cases in a few provinces, Vietnam has achieved nearly full ACT coverage for malaria, while implementation of vector control is irregular and generally reaches < 30% of the population in endemic provinces. This contrasts with the access and treatment scenario in Africa where it was recently reported that only 20% of children under the age of five received an ACT for a confirmed case of P. falciparum malaria [41]. As ACT scale-up from 2000 to 2015 reached only 20% coverage in Africa, while ITN scale-up reached coverages between 40 and 70% [42], perhaps it is not surprising that the estimated effect size of ACT on malaria incidence in Africa is low. In principle, a statistical effect should be detectable for small increases of ACT coverage, but in practice these effects tend to be non-linear and an increase from 0 to 20% may not have the same effect as an increase from 20 to 40%. The differing results between Vietnam and Africa are not necessarily contradictory. It may simply be the case that in Africa we have not yet had an opportunity to fully measure the extent to which ACT could reduce malaria incidence under a scenario of widespread access to ACT.
A second potential explanation for differences in ITN/IRS efficacy across continents may lie in the biting habits of the most common Anopheles species in each region. Three of the most common vector species in central Vietnam (where the majority of malaria transmission occurs today) are Anopheles dirus, Anopheles maculatus, and Anopheles minimus. While An. maculatus appears to bite outdoors and early in the evening (making ITN use less effective), biting behaviour varies substantially for An. dirus and An. minimus [43]. Anopheles gambiae and Anopheles funestus are the most common species in west and central Africa and their feeding and resting habits inside and outside households have been described in numerous studies over the years. Nevertheless, changes through time in anopheline species distributions and feeding habits (due to ITN use or IRS) make it impossible to specify whether vector control measures should be effective based on species distribution alone. Exact feeding habits for each species differ from region to region and frequently depend on past insecticide and bed net use [44], making it difficult to compare large geographic areas on their potential for successful vector-based intervention.
A third possible explanation for the differing conclusions reached using Vietnamese data and African data is that in low transmission regions, ACT case management is more effective than ITN use as a general malaria control policy, whereas the reverse may be true for high transmission regions. ACT case management is a control strategy that works by targeting symptomatic individuals, while vector control acts broadly to protect the entire at-risk population. As a result, ACT case management may be less effective at reducing transmission in highly endemic areas due to the presence of asymptomatic cases that may never be diagnosed and treated [30, 45]. In Vietnam, transmission intensity and population immunity are low, and individuals with malaria are more likely to experience symptoms, seek treatment, and receive an ACT [46, 47]. The population-level effects of ACT case management in areas of low transmission suggest that rapid ACT scale-up could be an effective endgame strategy for regions close to achieving elimination [30]. Additionally, bed nets may have played a less important role in the decline of malaria in Vietnam between 1991 and 2014 due to the challenge of increasing bed net utilization in specific high-risk groups such as forest workers who stay overnight in areas where transmission intensity is the greatest [48].
Positive predictive value
The positive predictive value (PPV) of malaria clinical diagnosis revealed that the average PPV for the years 2010–2014 in the northern part of the country ranged from 0.10 to 54.44%, whereas in the central and southern parts of the country, PPV ranged from 31.4 to 99.2%. In the northern provinces, suspected case counts are high, but confirmed case counts are low. Based on Vietnam’s substantial experience with malaria microscopy and clinical malaria diagnosis, and the existence of a centralized malaria health system, it is likely that over-reporting of suspected malaria cases is occurring in the northern provinces. It is much less likely that a lack of microscopes, microscopists, or a truly low PPV of clinical diagnosis is the cause of the large number of suspected cases reported from the north.
Outlook
A key evaluation that will need to be made in the coming years is whether the use of ACT in Vietnam continues to be associated with declining malaria in the presence of drug resistance. Mutations in the kelch protein of P. falciparum have been shown to be associated with slower clearance of parasites by the artemisinin derivatives [49]. These mutations were first seen at appreciable frequency in Binh Phuoc province in Vietnam during the last 4 months of 2014 [50], and they should be monitored in conjunction with absolute case counts to determine if additional control efforts are needed due to failed treatments and sustained incidence.
With communicable diseases still playing a large role in the World Health Organization’s health-related Sustainable Development Goals for 2030, malaria elimination will stay on the agenda as an important public health priority in countries that are in or approaching near-elimination phase. Vietnam reported fewer than 10,000 confirmed malaria cases both in 2015 and 2016, placing it in a small group of 30–35 countries that could realistically eliminate malaria by 2030 [51]. As monitoring and active surveillance scale up during this phase, it is critical to understand the local causes of malaria decline over the past ten or more years that have enabled each country to reach near-elimination phase. In Vietnam, the path to low malaria incidence has clearly been led by high levels of artemisinin and ACT use in the public sector at coverage rates that can realistically be considered as having a noticeable impact on malaria elimination in some provinces. Active surveillance, reactive case detection, and following at-risk groups are the next key focal areas in Vietnam’s next phase of moving the majority of its provinces to zero malaria over the next decade. The major gloom on the horizon is the spread of artemisinin-resistant genotypes in Vietnam [50, 52, 53], as the arrival of drug-resistance can undermine elimination efforts [54, 55]. It is uncertain if a public health response in this context (e.g., lengthening ACT courses, follow-up with second-line drugs) will be sufficient to maintain the cure rates previously observed with ACT and keep Vietnam on the road to elimination. Public health agencies and researchers must work together during this time to share knowledge and data, remain open to quick changes in public health strategy, and squarely keep the focus on the public good of eliminating malaria.
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Authors’ contributions
PDT, NDT, JF, MFB, TTH designed the study. SMG, MFB, BTG developed the analysis. DDHG and TDN quantified the data collection methods and validated the data. PDT, NDT, GET, NVT, TTH compared epidemiological results to expectations based on clinical case management practice in Vietnam. SMG analysed the data and wrote the first draft of the paper. All authors read and approved the final manuscript.
Acknowledgements
SMG would like to thank the New Voices in Global Health program for the opportunity to present this work at the World Health Summit in Berlin, Germany in October 2016.
Competing interests
JF is the director of the Wellcome Trust. The authors declare that they have no other competing interests.
Availability of data and materials
Data can be made available to other investigators on the basis of a collaboration with Vietnam’s National Institutes for Hygiene and Epidemiology (NIMPE) by contacting NIMPE directly.
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Funding
SMG was supported by a grant from the Princeton University Council for International Teaching and Research. PDT, DDHG, NVT, TDN, and TTH are supported by Wellcome Trust grant 089276/B/09/7. MFB was supported by a Wellcome Trust/Royal Society Sir Henry Dale Fellowship (098511/Z/12/Z) and is currently supported by the Pennsylvania State University.
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Additional files
Additional file 1.
Regional groupings of provinces used in the analysis.
Additional file 2.
Additional methods and tables.
Additional file 3.
Regression results using the alternative calculation for the proportion of treatments containing artemisinin.
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Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
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Goldlust, S.M., Thuan, P.D., Giang, D.D.H. et al. The decline of malaria in Vietnam, 1991–2014. Malar J 17, 226 (2018). https://doi.org/10.1186/s12936-018-2372-8
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