Skip to main content
Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America logoLink to Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America
. 2020 Dec 1;71(Suppl 3):S306–S318. doi: 10.1093/cid/ciaa1335

Typhoid and Paratyphoid Cost of Illness in Nepal: Patient and Health Facility Costs From the Surveillance for Enteric Fever in Asia Project II

Nelly Mejia 1,, Taiwo Abimbola 1, Jason R Andrews 2, Krista Vaidya 3, Dipesh Tamrakar 3,4, Sailesh Pradhan 5, Rajani Shakya 3, Denise O Garrett 6, Kashmira Date 1, Sarah W Pallas 1
PMCID: PMC7750979  PMID: 33258938

Abstract

Background

Enteric fever is endemic in Nepal and its economic burden is unknown. The objective of this study was to estimate the cost of illness due to enteric fever (typhoid and paratyphoid) at selected sites in Nepal.

Methods

We implemented a study at 2 hospitals in Nepal to estimate the cost per case of enteric fever from the perspectives of patients, caregivers, and healthcare providers. We collected direct medical, nonmedical, and indirect costs per blood culture–confirmed case incurred by patients and their caregivers from illness onset until after enrollment and 6 weeks later. We estimated healthcare provider direct medical economic costs based on quantities and prices of resources used to diagnose and treat enteric fever, and procedure frequencies received at these facilities by enrolled patients. We collected costs in Nepalese rupees and converted them into 2018 US dollars.

Results

We collected patient and caregiver cost of illness information for 395 patients, with a median cost of illness per case of $59.99 (IQR, $24.04–$151.23). Median direct medical and nonmedical costs per case represented ~3.5% of annual individual labor income. From the healthcare provider perspective, the average direct medical economic cost per case was $79.80 (range, $71.54 [hospital B], $93.43 [hospital A]).

Conclusions

Enteric fever can impose a considerable economic burden on patients, caregivers, and health facilities in Nepal. These new estimates of enteric fever cost of illness can improve evaluation and modeling of the costs and benefits of enteric fever–prevention measures.

Keywords: typhoid, paratyphoid, enteric fever, cost of illness, Nepal


Each year, there are an estimated 10.9 million cases of typhoid fever and 3.4 million cases of paratyphoid fever globally [1], mostly in tropical low- and middle-income countries with populations that lack adequate access to safe water, sanitation, and hygiene. The economic burden of typhoid and paratyphoid fevers (ie, enteric fever) includes (as for any other disease) direct costs of medical care as well as indirect costs of lost productivity due to illness (and in severe cases, death), which are borne by households, the health system, government, and the broader economy and society [2]. Antibiotic-resistant strains of typhoid and paratyphoid, which are increasingly observed in multiple settings around the world [3], also increase the economic burden of enteric fever as more expensive drugs must be used for treatment.

Enteric fever is endemic in Nepal, a low-income country with a population of 28 million [4]. There has been 1 previous study of the cost of illness (COI) due to typhoid fever in Nepal [5]. However, that study did not consider costs from the healthcare provider perspective, and included only a small, purposively selected sample (n = 20 patients with blood culture diagnosis of typhoid within the previous 6 months) with costs collected through qualitative interview. Studies of typhoid COI were also conducted in other Asian countries (India, Pakistan, Indonesia, Vietnam, China), but with data collected over 15 years ago [5–7] these studies might no longer reflect patterns of healthcare and price levels, given the rapid economic development in the region over this period. Except for the studies in Bangladesh and Pakistan in 2018 from the Surveillance for Enteric Fever in Asia Project (SEAP) II also included in this Supplement [8, 9], previous studies focused on typhoid rather than paratyphoid and lacked detail on specific diagnostic and treatment procedures for enteric fever.

Estimates of the economic burden of enteric fever in endemic countries, such as Nepal, are critical inputs to evaluations of investments in typhoid vaccination—including new typhoid Vi-conjugate vaccines recently recommended and prequalified by the World Health Organization (WHO) and introduced in Pakistan in 2019—and other public health strategies to eliminate enteric fever such as increased access to improved water, sanitation, and hygiene [3, 10].

To help fill this evidence gap, this study presents detailed procedure-level COI estimates for both typhoid and paratyphoid in Nepal based on data collection from a large patient sample recruited through a prospective enteric fever surveillance study (SEAP II) from 2 perspectives: (1) patient and caregiver and (2) healthcare provider.

METHODS

Study Setting

This COI study was conducted as a component of SEAP II at 2 teaching hospitals, one in an urban setting in Kathmandu and the other in a peri-urban setting approximately 30 km from Kathmandu. These health facilities were selected based on their laboratory capacity to perform blood culture testing for typhoid and paratyphoid, and they were not intended to be representative of health facilities at any geographical level in Nepal.

Cost of Illness From the Patient and Caregiver Perspective

Study Design

Patients eligible for enrollment in the COI component were those enrolled in SEAP II through the 2 hospitals between September 2016 and December 2018 who were blood culture–confirmed cases of Salmonella (S.) Typhi or Paratyphi, or with a nontraumatic terminal ileal perforation regardless of blood culture result. Patient and caregiver COI was defined to include (1) direct medical costs (ie, monetary value of health facility registration fees, clinical examination, inpatient stay, laboratory tests, drugs and medications, and other diagnostic and treatment services [eg, X-ray, surgery]), (2) direct nonmedical costs (ie, monetary value of transport, food, and lodging and care services for family members), and (3) indirect costs of lost school and work time due to the episode of enteric fever. Indirect costs were only monetized for patients and caregivers aged 18 years or older, valued at the mean of the self-reported wage ranges (eg, if respondents reported monthly salary in the range of 0–1200 Nepalese rupees, the midpoint of this range—600 rupees—was used to value their time); school days missed were not monetized. Indirect costs included paid workdays lost and sick-leave days used for the patient to seek/receive care and for the caregiver(s) to accompany/provide care. The value of the time spent by caregivers who did not routinely earn a wage (eg, unpaid household labor) only included the time spent at health facilities and was not monetized. Costs from any funding source (except from the healthcare provider) were included. Excluded were the costs of drugs, diagnostics, and therapies not related to enteric fever (eg, antimalarial medications, comorbidities and chronic conditions), any services that patients received at no charge, and intangible costs of pain and suffering.

Data Collection

Cost questionnaires were originally developed in English, piloted in the sites, and then translated into Nepali. Questionnaires were administered in Nepali by the same bilingual interviewers as for the surveillance component of SEAP II, with data recorded electronically via tablet. Cost data were collected from patients (if ≥16 years) or their caregivers by phone at 2 time points: (1) 2 to 3 days after a blood culture result or hospital discharge, whichever came later, and (2) 6 weeks (~42 days) after study enrollment (at the same time as the surveillance component follow-up call). The first questionnaire collected data on costs incurred from illness onset through the patient’s return home after the enrollment visit, and the second questionnaire collected costs incurred after the enrollment visit until the follow-up call.

Cost of Illness Measures and Data Analysis

The COI measures included median direct medical and nonmedical costs (by subcategory and overall), median number of days of school lost by patients, median number of days of work lost and sick leave used by patients and/or caregivers, the median wages lost by the patient and/or caregiver, and median total COI during the episode of enteric fever. Total COI from the patient and caregiver perspective due to an episode of enteric fever was calculated as the sum of the direct medical costs, direct nonmedical costs, and indirect costs. Median and the interquartile range of COI for each measure were calculated for enteric fever (typhoid and paratyphoid cases and nontraumatic terminal ileal perforation cases combined), and separately for typhoid and paratyphoid in sensitivity analyses.

Costs were collected in Nepalese rupees, adjusted to 2018 values based on inflation rates [4], and converted into 2018 US dollars using the annual average exchange rate for 2018 (109.68 rupees per US dollar [11]). Missing wage information for patients or caregivers was imputed with the median wage of the respondent sample.

Sensitivity analyses were conducted without outliers for each category of patient and caregiver costs. Outliers were defined as the observations with values above or below 2.24 standard deviations from the mean [12]. Sensitivity analyses were also conducted to estimate productivity losses of patients and caregivers who did not routinely earn a wage under 2 wage assumptions: (1) the median wage reported by the respondent sample and (2) the minimum daily wage rate of 517 rupees (or US $4.71 [13]). Analyses were also conducted separated for patients with S. Typhi and S. Paratyphi.

Cost of Illness From the Healthcare Provider Perspective

Study Design

The COI from the health care provider perspective was estimated as the direct medical economic costs (ie, the value of all resources used, not only financial outlays) to the health facility to diagnose and treat a patient with enteric fever and its associated complications. The health facility sample comprised the same 2 SEAP II hospitals as in the surveillance and patient and caregiver COI components.

Activity-based macro-costing was used to estimate the cost of procedures for which resource use per unit was assumed not to differ between patients with enteric fever and patients with other diseases (excluding drug costs)—namely, outpatient visits, inpatient bed days, emergency visits, intensive care unit bed days, outpatient surgery visits, and inpatient surgery bed days, as well as to allocate cross-cutting administrative and clinical supportive services (eg, laundry and waste disposal). Ingredients-based micro-costing was used to estimate the costs of specific procedures for which activity-based macro-costing by ward could not be conducted because resource use per unit varied by procedure—namely, blood draws, blood culture tests, complete blood count (CBC) tests, abdominal X-rays, abdominal ultrasounds, surgeries for intestinal perforation, and gallbladder surgeries.

Resource inputs included in the cost estimation were personnel time and salaries, materials and supplies, equipment and instruments, contracted services, equivalent rental value of the building space, administrative services, and clinical support services (eg, laundry, cleaning, patient meals). Excluded costs were those associated with magnetic resonance imaging and computed tomography scans (which were reportedly infrequently used for enteric fever diagnosis in the study sites); patient registration, Widal test, C-reactive protein test, medication costs paid for by patients (rather than by the hospital as part of procedure provision), costs unrelated to enteric fever (eg, antimalarial treatment, comorbidities, chronic conditions), nonclinical costs (eg, teaching salaries and classroom space) for the medical school aspects of these teaching hospital sites, evaluation-specific costs, and value of study team staff time for project management, technical assistance, and evaluation.

Data Collection

Data were collected using a Microsoft Excel tool that had been piloted in the sites. Prices and quantities of resources used, as well as service volumes, for the 2015–2016 fiscal year were collected using paper-based versions of the tool in local currency (Nepali rupees), and then entered into electronic versions of the tool. Data were collected during February–June 2017 from annual financial reports, administrative records, on-site observation, and interviews with administrative and medical staff by local SEAP II study team staff, with technical assistance from US Centers for Disease Control and Prevention (CDC) staff. Missing prices of supplies/materials or equipment/instruments were imputed with data from the other health facility or, if unavailable from either health facility, the United Nations Children’s Fund (UNICEF) supply catalog [14]. Data on the frequencies of procedures conducted for the patients with blood culture–confirmed enteric fever or nontraumatic ileal perforation in these health facilities were collected through the SEAP II surveillance component during September 2016–December 2018.

Cost of Illness Measures and Data Analysis

Data were analyzed in Microsoft Excel. For procedure costs estimated using ingredients-based micro-costing, the unit cost per clinical procedure was calculated as the sum of the products of the quantity of resources used in that procedure multiplied by that resource’s price (or monetary value), as follows:

=Nj=1(quantityofresource inputusedij*price ofresourceinputj)

where i is the procedure and j indexes each resource input used in the procedure up to N resources.

For procedure costs estimated using activity-based costing, the monetary value of all resources (eg, equipment, supplies) used in that service ward over the previous year was calculated as the sum of the products of the quantity of resources used in that ward multiplied by that resource’s price (or monetary value) and then divided by that ward’s procedure volume, as follows:

= Nj=1(quantity of resource input usedwj*price of resource inputj)/(service volume)w

where w is the ward and j indexes each resource input used in the ward up to N resources.

To each of these types of procedure costs was added a fraction of the hospital-level cross-cutting administrative and clinical supportive services, which were allocated evenly across all services in the hospital. Utilities and cross-cutting clinical supportive services were excluded in hospital B due to missing information.

The average direct economic medical cost per case of enteric fever was calculated by multiplying the unit cost per clinical procedure by the procedure’s frequency in the patient cohort of enteric fever cases identified through blood culture confirmation or nontraumatic ileal perforation from the surveillance study component; these costs were summed across all procedures then divided by the number of enteric fever cases from the surveillance component, as follows:

=k=1N(health facility unit cost procedurei*frequency of procedureik)Total number of confirmed enteric fever cases (N)

where i is the procedure, k indexes the confirmed enteric fever cases at the health facility, and N is the total number of enteric fever cases identified at the health facility during the surveillance study period.

Health facility costs had the same inflation and exchange rate adjustments than the patient and caregiver COI costs.

Ethical Considerations

The study protocol was approved by the Nepal Health Research Council Ethical Review Board Approval and the Stanford University Institutional Review Board. In accordance with the human subjects review procedures of the US CDC, it was determined that the CDC was not formally engaged in human subjects research.

RESULTS

Cost of Illness From the Patient and Caregiver Perspective

Patient Characteristics

There were 395 patients who (directly or through a caregiver) responded to the first cost questionnaire covering costs through the enrollment visit, of whom 364 (92.2%) responded to the second cost questionnaire covering costs up to the 6-week follow-up call (Table 1). Of this 395-patient sample, 1.3% were younger than 2 years old, 2.5% were 2 to 5 years old, 33.9% were 5 to 17 years old, and 62.3% were aged 18 years or older; 59.5% of patients were male. All included cases were blood culture–positive for either S. Typhi (85.6%) or S. Paratyphi (15.4%). Most patients’ households had a mobile phone (94.4%), electricity (94.4%), a household flush toilet (91.9%), and a cement roof (77.7%); and 36.7% reported treating their drinking water by boiling or other methods.

Table 1.

Patient and Caregiver Cost of Illness Due to Enteric Fever: Sample Characteristics—Nepal, September 2016–December 2018

Characteristics n %
Respondents
 Patients responding to enrollment cost questionnaire 395 100.0
 Patients responding to 6-week follow-up cost questionnaire 364 92.2
 Patients who died of enteric fever 0 0.0
Age group
 <2 5 1.3
 2–4 years 10 2.5
 5–17 years 134 33.9
 ≥18 years 246 62.3
Sex
 Male 160 40.5
 Female 235 59.5
Blood culture result
Salmonella Typhi positive 338 85.6
Salmonella Paratyphi positive 57 14.4
 Not positive for either Salmonella Typhi or Paratyphi (surgical cases) 0 0.0
Household with mobile phone
 Yes 373 94.4
 No 3 0.8
 Did not respond 19 4.8
Households with electricity
 Yes 373 94.4
 No 3 0.8
 Did not respond 19 4.8
Households with car/motorcycle
 Yes 191 48.4
 No 185 46.8
 Did not respond 19 4.8
Household roof material
 Cement 307 77.7
 Metal sheets, mats, ceramic, shingles 85 21.5
 Natural materials 3 0.8
Households with sanitation
 Household flush to sewer system, septic tank, somewhere else 363 91.9
 Household pit latrine, bucket or hanging toilet, communal toilet, other 13 3.3
 Did not respond 19 4.8
Drinking water treated at home
 Boil 63 15.9
 Chlorine liquid, powder, or tablets 72 18.2
 Other 10 2.5
 Do not treat water 148 37.5
 Did not respond 101 25.6

Patient and Caregiver Direct Medical and Nonmedical Costs

Of the 395 patients with blood culture–confirmed enteric fever, 377 (95.4%) reported direct medical costs (Table 2). Median direct medical costs were US $34.25 (interquartile range [IQR], US $18.24–$91.17). Direct medical expenses were the largest component of the COI for all patients, as well as for patients who reported inpatient care and patients who only reported outpatient care. The costs reported by patients who received inpatient care were higher than those for patients only receiving outpatient care in most cost subcategories. Although not all respondents were able to recall the costs they had paid for specific procedures, the most frequently reported costs were drugs and medications (reported by 89.7%; median cost: US $9.39), registration (reported by 88.3%; median cost: US $0.76), and laboratory tests (reported by 78.2%; median cost: US $16.41) (Figure 1).

Table 2.

Patient and Caregiver Cost of Illness Due to Enteric Fever: Direct Medical, Direct Nonmedical, Indirect, and Total Costs—Nepal, September 2016–December 2018

Patients Who Did Not Report Any Inpatient Care Expensesa Patients Who Reported Inpatient Care Expensesa All Patients
Cost Type n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl
Direct medical costs, 2018 US $
 Total direct medical costs 277 24.86 14.59 45.59 100 139.38 95.73 216.54 377 34.25 18.24 91.17
 Registration 250 0.73 0.64 1.33 83 1.09 0.64 2.46 333 0.76 0.64 1.66
 Clinical examination 10 1.54 0.39 3.28 4 2.57 1.14 39.82 14 1.86 0.46 3.32
 Inpatient stay 0 N/A N/A N/A 100 12.79 7.29 26.67 100 12.79 7.29 26.67
 Laboratory tests 227 13.68 6.38 20.70 82 37.23 18.23 56.93 309 16.41 9.35 29.18
 Drugs and medications 252 7.84 4.43 11.72 86 47.43 19.15 83.52 338 9.39 4.92 21.88
 Other servicesb 2 8.25 3.68 12.81 5 3.32 3.32 3.61 7 3.61 3.32 12.81
Direct nonmedical costs, 2018 US $
 Total direct nonmedical costs 258 3.21 1.37 7.59 96 16.37 4.97 48.83 354 4.56 1.71 13.73
 Transport 246 2.05 0.95 5.47 92 6.22 2.74 17.10 338 2.74 1.09 7.97
 Food, lodging, child care 123 2.28 1.37 4.90 54 27.35 13.68 41.32 177 4.56 1.73 18.23
Direct medical and nonmedical expenses, 2018 US $
 Direct medical and nonmedical pre-enrollment expense 192 2.51 0.71 9.63 77 6.38 3.19 18.98 269 3.65 0.91 12.31
 Total direct medical and nonmedical expenses 286 27.95 17.16 50.15 100 168.22 108.79 268.83 386 39.57 20.21 104.37
Indirect costs—patient
 Days spent seeking care 282 0.21 0.13 0.38 100 7.00 4.00 10.00 382 0.29 0.13 4.00
 Days unable to work 51 14.00 8.00 26.00 9 20.00 14.00 24.00 60 14.00 8.00 25.50
 Days of sick leave 35 7.00 5.00 13.00 5 19.00 12.00 25.00 40 7.50 5.00 14.10
 School days lost 117 14.00 7.00 22.00 63 21.00 12.00 33.00 180 14.50 9.00 26.00
 Total productivity loss, 2018 US $ 76 44.10 26.33 84.63 12 73.35 49.82 161.04 88 49.24 26.87 92.15
Indirect costs—caregiver
 Days spent accompanying the patient seeking care 270 0.29 0.17 1.00 100 10.00 6.00 14.40 370 1.00 0.19 6.29
 Days unable to work 44 3.00 1.00 7.00 39 10.00 6.00 14.00 83 7.00 2.00 11.00
 Days of sick leave 31 2.00 1.00 3.00 12 6.50 4.50 9.50 43 2.00 1.00 6.00
 Total productivity loss, 2018 US $ 72 7.83 3.76 22.57 48 33.85 22.57 50.78 120 16.43 7.52 37.61
Cost of illness, 2018 US $
 Total cost of illness per case 288 38.90 19.9 77.19 100 189.53 144.56 317.98 388 59.99 24.04 151.23
 Total cost of illness per case without the value of sick leave 286 32.96 18.5 68.41 100 189.53 142.41 292.52 386 50.92 21.88 146.03

N = 395.

Abbreviations: N/A, not applicable because it excludes inpatient care; 25th Pctl, 25th percentile; 75th Pctl, 75th percentile.

aInpatient care expenses: expenses for inpatient care regardless of patient recruitment location (outpatient care, inpatient care, hospital laboratory, surgery).

bOther services that patients did not report in the above categories (eg, medical materials or equipment for surgery).

Figure 1.

Figure 1.

Distribution of cost of illness elements from the patient and caregiver perspective, Nepal, September 2016–December 2018 (N = 395 patients; 2018 US dollars).

Direct nonmedical costs, such as transport, food, lodging, and child care, were reported by 354 patients (93.9%), with a median cost of US $4.56 (IQR, US $1.71–$13.73) (Table 2). Transport was the most frequently reported cost of this type (reported by 95.5% of those with any direct nonmedical costs; median cost: US $2.74) (Figure 1). Median direct nonmedical costs (overall and by subcategories) were higher for patients reporting inpatient care costs compared with patients reporting only outpatient care costs. Median direct medical and nonmedical costs per case represented approximately 3.5% of annual individual labor income for all patients compared with annualized median wage rates reported in the sample (US $1083.26).

Out of 395 patients, 269 (68.1%) reported direct expenses for seeking care at health facilities before enrollment in the study (Table 2), half of whom (133) sought care at pharmacies. Median direct medical and nonmedical costs incurred before enrollment were US $3.65 (IQR, US $0.91–$12.31), which represented 9.2% of the median total direct medical and nonmedical costs for all patients.

Patient and Caregiver Indirect Costs

From illness onset until the time of COI interview at 6 weeks (or up to the first questionnaire if the second questionnaire was not answered), a median of 0.29 days were spent by 382 patients seeking and receiving care (IQR, 0.13–4.00 days) (Table 2, Figure 1). A median of 14.50 days of school were lost (IQR, 9.00–26.00 days) by 180 patients. There were 60 patients reporting a median of 14.00 lost workdays (IQR, 8.00–25.50 days) and 40 patients reporting a median of 7.50 sick-leave days used (IQR, 5.00–14.10 days). On average, patients received care from 2.0 caregivers. Caregivers for 83 patients were unable to work for a median of 7.00 days (IQR, 2.00–11.00 days); in addition, caregivers for 43 patients used a median of 2.00 days of sick leave (IQR, 1.00–6.00 days). When valued at the median of patients’ and caregivers’ reported wage rate ranges, these days of work lost plus sick leave used equate to a median productivity loss of US $49.24 (IQR, US $26.87–$92.15) for patients and US $16.43 (IQR, US $7.52–37.61) for caregivers. Median productivity losses were greater for hospitalized patients in all subcategories of indirect costs.

Median Cost per Case of Enteric Fever

After adding direct medical costs, direct nonmedical costs, and indirect costs of patient and caregiver productivity losses, the median cost of illness per case of enteric fever from the patient and caregiver perspective was US $59.99 (IQR, US $24.04 –$151.23) for all patients (Table 2, Figure 1). Similarly to the trend observed by cost categories, the median COI for patient receiving inpatient care was higher than the COI of patients only reporting outpatient care (4.9 times higher). After removing the value of the sick leave (potentially borne by a third party and not by the patient and caregivers), the median COI decreased to US $50.92 (IQR, US $21.88 –$146.03).

Sensitivity Analysis

Results changed minimally as expected when removing outlier values (slight change in median COI from US $59.99 to US $56.35), imputing wages for unpaid labor (higher median COI of US $66.00 for all patients), and using the national minimum wage rates for unpaid labor of caregivers and patients (higher median COI of US $67.32 for all patients) (Tables 3 and 4). Results were qualitatively similar for typhoid (85.6%) and paratyphoid (14.4%) cases, with higher median costs for paratyphoid cases in some subcategories but lower median COI overall (US $51.95) compared with typhoid cases (US $59.86) for all patients (Tables 5 and 6).

Table 3.

Sensitivity Analysis of Patient and Caregiver Cost of Illness Due to Enteric Fever: Direct Medical, Direct Nonmedical, Indirect, and Total Costs When Excluding Outliers—Nepal, September 2016–December 2018

Patients Who Did Not Report Any Inpatient Care Expensesa Patients Who Reported Inpatient Care Expensesa All Patients
Cost Type n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl
Direct medical costs, 2018 US $
 Total direct medical costs 275 24.86 14.59 43.54 98 138.45 95.73 204.00 373 34.19 18.23 91.17
 Registration 247 0.73 0.64 1.28 75 1.09 0.64 1.82 322 0.73 0.64 1.37
 Clinical examination 10 1.54 0.39 3.28 3 1.82 0.46 3.32 13 1.82 0.46 3.28
 Inpatient stay 0 N/A N/A N/A 93 12.34 7.29 23.71 93 12.34 7.29 23.71
 Laboratory tests 227 13.68 6.38 20.70 71 31.17 18.04 42.85 298 15.33 8.94 27.44
 Drugs and medications 251 7.84 4.31 11.67 83 43.76 18.23 75.91 334 9.30 4.89 21.43
 Other servicesb 2 8.25 3.68 12.81 5 3.32 3.32 3.61 7 3.61 3.32 12.81
Direct nonmedical costs, 2018 US $
 Total direct nonmedical costs 257 3.19 1.37 7.48 96 16.37 4.97 48.83 353 4.56 1.71 13.68
 Transport 244 1.96 0.95 5.29 87 5.84 2.28 14.23 331 2.55 1.09 7.29
 Food, lodging, child care 122 2.28 1.37 4.74 55 27.35 13.68 41.32 176 4.56 1.66 18.23
Indirect costs—patient
 Days spent seeking care 278 0.21 0.13 0.38 89 6.00 4.00 8.21 367 0.27 0.13 3.08
 Days unable to work 48 14.00 7.50 22.50 9 20.00 14.00 24.00 57 14.00 8.00 24.00
 Days of sick leave 34 7.00 5.00 13.00 4 15.50 6.10 22.00 38 7.00 5.00 13.00
 School days lost 113 14.00 7.00 21.00 59 16.00 12.00 31.00 172 14.00 8.50 24.00
 Total productivity loss, 2018 US $ 74 43.01 26.33 82.75 11 71.47 46.97 156.58 85 46.97 26.33 82.75
Indirect costs—caregiver
 Days spent accompanying the patient seeking care 267 0.29 0.17 1.00 88 9.06 5.61 12.13 355 0.63 0.17 5.00
 Days unable to work 43 3.00 1.00 7.00 39 10.00 6.00 14.00 82 7.00 2.00 11.00
 Days of sick leave 30 1.50 1.00 2.00 12 6.50 4.50 9.50 42 2.00 1.00 6.00
 Total productivity loss, 2018 US $ 70 7.83 3.76 18.81 48 33.85 22.57 50.78 118 15.66 7.52 37.61
Cost of illness, 2018 US $
 Total cost of illness per case 286 38.06 19.88 76.22 98 188.19 144.42 309.29 384 56.35 23.80 146.48

Abbreviations: N/A, not applicable because it excludes inpatient care; 25th Pctl, 25th percentile; 75th Pctl, 75th percentile.

aInpatient care expenses: expenses for inpatient care regardless of patient recruitment location (outpatient care, inpatient care, hospital laboratory, surgery).

bOther services that patients did not report in the above categories (eg, medical materials or equipment for surgery).

Table 4.

Sensitivity Analysis of Patient and Caregiver Cost of Illness Due to Enteric Fever: Indirect and Total Costs When Using Alternative Wage Rates and Including Unpaid Labor—Nepal, September 2016–December 2018

Patients Who Did Not Report Any Inpatient Care Expensesa Patients Who Reported Inpatient Care Expensesa All Patients
Cost Type n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl
Indirect costs—imputing median wage in the sample for unpaid patient and caregivers’ time
 Total productivity loss 289 5.02 1.28 32.64 100 80.54 46.53 127.47 389 16.93 1.83 68.33
Cost of illness—imputing median wage in the sample for unpaid patient and caregivers’ time
 Total cost of illness per case 292 43.89 21.64 84.43 100 255.71 185.62 387.21 392 66.00 26.25 187.30
Indirect costs—imputing country minimum wage for unpaid patient and caregivers’ time
 Total productivity loss 289 6.19 1.59 34.38 100 95.13 57.94 154.69 389 19.31 2.36 82.25
Cost of illness—imputing country minimum wage for unpaid patient and caregivers’ time
 Total cost of illness per case 292 44.69 22.67 85.52 100 270.94 203.33 406.65 392 67.32 26.66 196.13

Data are presented in 2018 US dollars. N = 395.

Abbreviations: 25th Pctl, 25th percentile; 75th Pctl, 75th percentile.

aInpatient care expenses: expenses for inpatient care regardless of patient recruitment location (outpatient care, inpatient care, hospital laboratory, surgery).

Table 5.

Patient and Caregiver Cost of Illness Due to Typhoid Fever: Direct Medical, Direct Nonmedical, Indirect, and Total Costs—Nepal, September 2016–December 2018

Patients Who Did Not Report Any Inpatient Care Expensesa Patients Who Reported Inpatient Care Expensesa All Patients
Cost Type n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl
Direct medical costs, 2018 US $
 Total direct medical costs 234 26.79 15.73 46.09 90 139.38 95.73 227.94 324 36.70 19.56 96.19
 Registration 211 0.73 0.64 1.37 77 1.19 0.68 2.46 288 0.82 0.64 1.82
 Clinical examination 8 1.54 0.43 3.95 4 2.57 1.14 39.82 12 1.86 0.47 4.27
 Inpatient stay 0 N/A N/A N/A 90 12.76 7.29 28.72 90 12.76 7.29 28.72
 Laboratory tests 191 13.79 7.29 22.25 73 37.95 18.23 56.53 264 16.41 10.21 30.11
 Drugs and medications 209 7.98 4.56 11.94 78 47.49 21.43 83.52 287 9.57 5.01 24.67
 Other servicesb 2 8.25 3.68 12.81 5 3.32 3.32 3.61 7 3.61 3.32 12.81
Direct nonmedical costs, 2018 US $
 Total direct nonmedical costs 218 3.46 1.37 8.54 87 16.50 5.47 50.15 305 4.74 1.82 14.42
 Transport 208 2.19 1.09 5.47 84 7.07 3.72 17.10 292 2.92 1.19 9.03
 Food, lodging, child care 98 2.37 1.37 5.47 50 27.35 13.68 41.32 148 5.15 1.79 22.79
Indirect costs—patient
 Days spent seeking care 238 0.21 0.13 0.38 90 7.00 4.00 10.00 328 0.31 0.13 4.04
 Days unable to work 39 14.00 7.00 25.00 7 20.00 14.00 44.00 46 14.00 8.00 25.00
 Days of sick leave 27 7.00 5.00 14.00 3 12.00 0.21 40.00 30 7.00 5.00 14.00
 School days lost 102 14.00 7.00 23.00 60 21.00 12.00 33.00 162 15.00 9.00 26.00
 Total productivity loss, 2018 US $ 58 41.75 26.33 82.75 9 75.23 52.66 156.58 67 46.97 27.40 82.75
Indirect costs—caregiver
 Days spent accompanying the patient seeking care 228 0.29 0.17 1.00 90 10.19 6.13 15.00 318 1.00 0.19 7.02
 Days unable to work 36 2.50 1.00 8.00 36 10.00 6.50 13.50 72 7.00 2.00 11.50
 Days of sick leave 26 2.00 1.00 3.00 12 6.50 4.50 9.50 38 2.00 1.00 6.00
 Total productivity loss, 2018 US $ 59 7.83 3.76 26.33 45 33.85 22.57 48.90 104 18.81 7.52 40.91
Cost of illness, 2018 US $
 Total cost of illness per case 242 38.90 20.21 77.34 90 189.60 144.70 309.29 332 59.86 24.74 151.23

N = 338.

Abbreviations: N/A, not applicable because it excludes inpatient care; 25th Pctl, 25th percentile; 75th Pctl, 75th percentile.

aInpatient care expenses: expenses for inpatient care regardless of patient recruitment location (outpatient care, inpatient care, hospital laboratory, surgery).

bOther services that patients did not report in the above categories (eg, medical materials or equipment for surgery).

Table 6.

Patient and Caregiver Cost of Illness Due to Paratyphoid Fever: Direct Medical, Direct Nonmedical, Indirect, and Total Costs—Nepal, September 2016–December 2018

Patients Who Did Not Report Any Inpatient Care Expensesa Patients Who Reported Inpatient Care Expensesa All Patients
Cost Type n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl n Median 25th Pctl 75th Pctl
Direct medical costs, 2018 US $
 Total direct medical costs 43 20.06 12.05 32.09 10 141.00 56.05 205.14 53 27.57 12.81 29.63
 Registration 39 0.73 0.64 1.23 6 0.91 0.64 1.09 45 0.73 0.64 1.14
 Clinical examination 2 1.83 0.38 3.28 0 2 1.83 0.38 3.28
 Inpatient stay 0 N/A N/A N/A 10 15.89 4.74 25.53 10 15.89 4.74 25.53
 Laboratory tests 36 9.23 4.63 18.48 9 31.17 19.88 71.16 45 12.26 5.33 23.72
 Drugs and medications 43 7.59 3.80 11.12 8 37.84 6.18 103.59 51 7.94 4.24 12.76
 Other servicesb 0 0 0
Direct nonmedical costs, 2018 US $
 Total direct nonmedical costs 40 2.53 1.26 4.79 9 3.61 0.64 48.32 49 2.64 1.09 5.29
 Transport 38 1.47 0.55 2.92 8 2.28 0.60 12.11 46 1.47 0.57 3.61
 Food, lodging, child care 25 1.90 0.47 3.42 4 32.85 28.29 46.73 29 2.74 1.09 4.27
Indirect costs—patient
 Days spent seeking care 44 0.21 0.16 0.37 10 5.00 4.00 7.00 54 0.25 0.17 3.33
 Days unable to work 12 19.00 11.50 35.00 2 15.50 7.00 24.00 14 19.00 9.00 30.00
 Days of sick leave 8 6.50 4.00 13.00 2 22.00 19.00 25.00 10 10.50 4.00 16.00
 School days lost 15 14.00 6.00 19.00 3 20.00 12.00 63.00 18 14.00 6.00 20.00
 Total productivity loss, 2018 US $ 18 59.60 18.81 99.75 3 71.47 26.33 184.30 21 66.54 26.33 99.75
Indirect costs—caregiver
 Days spent accompanying the patient seeking care 42 0.30 0.17 1.00 10 6.05 4.00 10.00 52 0.81 0.17 3.00
 Days unable to work 8 3.00 2.00 6.00 3 10.00 4.00 21.00 11 4.00 3.00 10.00
 Days of sick leave 5 1.00 1.00 2.00 0 5 1.00 1.00 2.00
 Total productivity loss, 2018 US $ 13 11.28 3.76 17.20 3 37.61 15.05 78.99 16 11.51 3.76 28.21
Cost of illness, 2018 US $
 Total cost of illness per case 46 37.04 18.03 76.22 10 284.15 59.65 325.96 56 51.95 20.65 140.01

N = 57.

Abbreviations: N/A, not applicable because it excludes inpatient care; 25th Pctl, 25th percentile; 75th Pctl, 75th percentile.

aInpatient care expenses: expenses for inpatient care regardless of patient recruitment location (outpatient care, inpatient care, hospital laboratory, surgery).

bOther services that patients did not report in the above categories (eg, medical materials or equipment for surgery).

Cost of Illness From the Health Provider Perspective

Procedure costs varied across the 2 hospital sites due to differences in service volumes, resource quantities used per procedure, and resource prices. The most costly procedures at both hospitals were intestinal perforation surgery (hospital A: US $280.08; hospital B: US $279.61) and gallbladder surgery (hospital A: US $193.49; hospital B: US $189.57), while the least costly were blood draw (hospital A: not available; hospital B: US $2.02), CBC (hospital A: US $7.36; hospital B: US $5.20), and abdominal X-ray (hospital A: US $4.65; hospital B: US $8.83) (Table 7). Data on the frequencies of some specific procedures were not available from the surveillance component. In addition, data on the prices of some medical items in each hospital were not available in the UNICEF supply catalog or from the other hospital, and therefore it was not feasible to accurately estimate the cost of some procedures. The 265 patients included in the frequency calculations were those enrolled at the 2 hospital sites regardless of whether they consented to participate in the patient and caregiver COI component; it did not include the 135 patients recruited into surveillance through hospital laboratory network sites. The frequency-weighted average direct medical cost per case of enteric fever was US $79.80 (hospital A: US $93.43; hospital B: $71.54).

Table 7.

Healthcare Provider Cost of Illness Due to Enteric Fever: Procedure Unit Costs and Frequencies and Average Cost per Case of Enteric Fever—Nepal, July 2015–June 2016

Unit Cost in 2018 US $ Frequency
Procedure Hospital A Hospital B Hospital A Hospital B
General services not specific to enteric fever
 Outpatient routine service cost (per patient, per visit) 11.40 7.72 51 101
 Inpatient hospital cost (per patient, per day) 16.01 15.27 345 364
 Surgical outpatient visit (per patient, per visit) 12.54 8.51 1 0
 Surgical inpatient (per patient, per day) 19.56 9.76 0 0
 ICU (per patient, per day) … a 14.45 a … a
Services specific to enteric fever
 Gallbladder surgery 193.49 189.57 … a … a
 Surgery for intestinal perforation 280.08 279.61 1 1
 Blood culture 19.93 21.13 100 165
 Abdominal ultrasound 5.59 6.80 14 47
 Complete blood count 7.36 5.20 91 145
 Abdominal X-rayb 4.65 8.83 44 71
 Blood draw a 2.02 81 146
Total blood culture–confirmed enteric fever or nontraumatic ileal perforation cases 100 165
Weighted average cost per case by enrollment site 93.43 $71.54
Weighted average cost per case (both sites) 79.80

N = 265.

Abbreviation: ICU, intensive care unit.

aMissing information.

bBased on number of chest X-rays as a proxy, as number of abdominal X-rays was not collected in the clinical surveillance component.

Discussion

We found that costs related to enteric fever were considerably higher among our study population in Nepal. In comparing our cost estimates from Nepal with published cost estimates from other countries, our patient and caregiver COI estimates show higher average direct medical and nonmedical costs than any other country besides China, although only slightly higher than the previously published small-scale Nepal study (Table 8) [5–7, 15]. Within our SEAP country studies, the direct medical and nonmedical COI for Nepal was slightly lower when compared with Bangladesh and less than one-third of the estimated direct medical and nonmedical COI for Pakistan [8, 9]. These higher direct medical and nonmedical costs likely reflect differences in the healthcare systems and organizations included in each study, as well as potentially higher healthcare prices today versus when data were collected for most previous studies in 1995–2003. The lower indirect costs in our study are due to differences in how indirect costs were defined and valued; specifically, in our COI estimates, only the productivity losses of patients and caregivers aged 18 years and older are monetized, whereas other studies monetized productivity losses of those younger than 18. Despite the enormous economic burden and high incidence of enteric fever in Nepal (145 454 illnesses in 2017 [1]), the government has not yet applied for Gavi funding or committed to typhoid Vi-conjugate vaccine introduction. Introducing the typhoid Vi-conjugate vaccines among vulnerable groups would result not only in health benefits by preventing morbidity and mortality but also in substantial economic savings for the beneficiaries.

Table 8.

Average Costs for a Case of Enteric Fever for Children and Adults in Nepal and Other Countries

SEAP Other Studies
Nepal Bangladesh [8]a Pakistan [9] Nepal [5] India [6] Tanzania [15]b Vietnam [7]c Chinac [7] Indonesia [7] Pakistan [7]d India [7]
All patients
 Direct (medical and nonmedical), $ 111.72 $383.46 $101.46 $55.11 $30.27 $59.34 $175.78 $88.83 $64.98 $9.82
 Indirect (days of work/sick leave/school lost) 14.29 24.42 22
 Indirect cost of patients and caregivers, $ 21.02 $56.34 $35.29 $48.02 $146.55 $8.99 $45.25 $65.53 $13.00 $8.18
Adults (≥18 years)
 Direct (medical and nonmedical), $ 107.25 $441.43 $226.25 $163.10
 Indirect (days of work/sick leave/school lost) 10.75 30.80
 Indirect cost of patients and caregivers, $ 28.38 $145.35 $128.28 $62.65 $125.23
Children (<18 years)
 Direct (medical and nonmedical), $ 119.11 $123.47 $362.95 $59.34 $99.20 $43.69 $64.98 $8.17
 Indirect (days of work/sick leave/school lost) 20.14 13.87 22.17
 Indirect cost of caregivers, $ 11.53 $3.14 $24.84 $172.65 $8.99 $17.40 $33.49 $13.00 $4.90
Study characteristics
 Perspective Patient and caregiver Patient and provider Patient Societal Patient and provider
 Type of enteric fever Typhoid and paratyphoid Typhoid Typhoid Typhoid Typhoid
 Indirect costs Only adults (≥18 years) Working children and adults Children and adults Children and adults Children and adults

Data are presented in 2018 US dollars. Results from other countries were adjusted by inflating local currencies using local inflation rates and then exchanging to US dollars. The studies in this table have methodological differences that prevent them to be directly comparable. Sources: references 5–9, 15.

aOnly includes children <18 years and indirect costs correspond exclusively to caregivers.

bIn this study children are ≤15 years.

cIn this study children are 5–17 years.

dIn this study children are 2–15 years.

Median direct medical costs for all patients and caregivers in our sample and for patients reporting inpatient care costs were 70.1% and 285.2%, respectively, of Nepal’s all-source health expenditure per capita of US $48.87 (2016 value in 2018 US dollars [4]). This illustrates the substantial economic burden posed by enteric fever in this setting. Previous literature defined catastrophic health expenditures as COI that exceeds 10% of annual household income [16–18]; by this standard, if the patients or caregivers who reported productivity losses were the only income earners in their households, then the median direct medical and nonmedical costs per case of enteric fever for patients reporting inpatient care costs (15.5% of annual individual labor income) would be considered catastrophic in this study population (household income was not directly measured in this COI study). The average cost per case of enteric fever from the healthcare provider perspective represented 213% of health expenditure per capita. In this study setting, the average direct medical economic cost to the healthcare provider per case of enteric fever was more than twice the direct medical cost to the patient and caregiver, possibly reflecting the availability of subsidized and free care available at the study site hospitals for patients with limited means.

Limitations

Our results are subject to several limitations. The patient and site samples are not representative of Nepal and only reflect patients who sought care at these tertiary hospitals; we do not know how costs incurred by patients in other settings in Nepal might differ from those in our study. Thus, results of this study are only valid for similar populations. Patient and caregiver COI interviews were conducted by phone instead of in person, which could have affected the response rate. Self-reported patient and caregiver direct and indirect costs may be subject to recall or reporting biases. A control group to account for potential background patient morbidity and healthcare costs was not included. The study does not model the risk of worsening antimicrobial-resistant enteric fever and its associated costs. Some medical supply prices had to be imputed based on third-party sources for the healthcare provider COI (eg, other hospital and UNICEF), which may have increased or decreased the estimated costs compared with the real ones. Some elements of healthcare provider COI (eg, personnel time per procedure) may be subject to recall or reporting biases. Costs were not combined across perspectives due to the limited health facility sample, which did not represent all health facilities visited by patients at which patient and caregiver costs were incurred, and the limited ability of patients and caregivers to recall and report expenses for specific clinical procedures (eg, by specific type of laboratory test) to match these with health facility costs. Thus, the COI from the patients and caregiver perspective includes the cost of multiple health facilities visited by the same patient, while the COI from the health provider includes the cost of 1 health facility treating a patient.

Conclusions

Estimates of the economic burden of enteric fever are important to evaluate the value of interventions such as new typhoid conjugate vaccines and improvements to water and sanitation in Nepal and elsewhere. Our COI estimates reported here illustrate that the economic burden of typhoid and paratyphoid is considerable to patients, their caregivers, and healthcare providers in Nepal. Future estimation of COI from a more representative site and patient sample, and including costs to other payers such as government, may help characterize the economic burden of enteric fever from the full societal perspective.

Notes

Acknowledgments. The authors acknowledge the support provided by the Surveillance for Enteric Fever in Asia Project (SEAP) Nepal team, personnel in the SEAP Nepal study sites; other members of the SEAP project team who supported data collection and management, especially Ashley Tate Longley and Caitlin Barkume; and personnel at the International Centre for Diarrhoeal Disease Research, Bangladesh.

Disclaimer: The results and conclusions in this article are those of the authors and do not necessarily represent the official position or policies of the US Centers for Disease Control and Prevention or other partners.

Financial support. This work was supported by the Bill & Melinda Gates Foundation (grant number INV-008335) and the US Centers for Disease Control and Prevention (CDC). K. D., T. A., N. M., and S. P. report a conditional gift agreement between the Sabin Vaccine Institute (primary grantee for the SEAP grant from the Bill & Melinda Gates Foundation) and the CDC Foundation.

Supplement sponsorship. This supplement is sponsored by the Sabin Vaccine Institute and made possible by a grant from the Bill & Melinda Gates Foundation.

Potential conflicts of interest. The authors: No reported conflicts of interests. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest.

References

  • 1. GBD 2017 Typhoid and Paratyphoid Collaborators.  The global burden of typhoid and paratyphoid fevers: a systematic analysis for the Global Burden of Disease Study 2017. Lancet Infect Dis 2019; 19:369–81. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Haddix AC, Teutsch SM, Corso PS.  Prevention Effectiveness: A Guide to Decision Analysis and Economic Evaluation. 2nd ed. New York, NY: Oxford University Press; ; 2003. [Google Scholar]
  • 3. World Health Organization.  Typhoid vaccines: WHO position paper—March 2018.  Wkly Epidemiol Rec  2018; 13:153–72. [Google Scholar]
  • 4. World Bank.  World development indicators.  2019. Available at: https://datacatalog.worldbank.org/dataset/world-development-indicators. Accessed 7 November 2019.
  • 5. Kaljee LM, Pach A, Garrett DO, Bajracharya D, Karki K, Khan I. Social and economic burden associated with typhoid fever in Kathmandu and surrounding areas: a qualitative study. J Infect Dis 2017; 218:S243–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Bahl R, Sinha A, Poulos C, et al.  Costs of illness due to typhoid fever in an Indian urban slum community: implications for vaccination policy. J Health Popul Nutr 2004; 22:304–10. [PubMed] [Google Scholar]
  • 7. Poulos C, Riewpaiboon A, Stewart JF, et al. ; DOMI Typhoid COI Study Group Cost of illness due to typhoid fever in five Asian countries. Trop Med Int Health 2011; 16:314–23. [DOI] [PubMed] [Google Scholar]
  • 8. Mejia N, Pallas SW, Saha S, et al.  Typhoid and paratyphoid cost of illness in Bangladesh: patient and health facility costs from the Surveillance for Enteric Fever in Asia Project II. Clin Infect Dis 2020; doi: 10.1093/cid/ciaa1334. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Mejia N, Qamar F, Yousafzai MT, et al.  Typhoid and paratyphoid cost of illness in Pakistan: patient and health facility costs from the Surveillance for Enteric Fever in Asia Project II. Clin Infect Dis 2020; doi: 10.1093/cid/ciaa1336. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Gavi The Vaccine Alliance.  Pakistan becomes first country to introduce new typhoid vaccine into routine inmmunisation program.  2019. Available at: https://www.gavi.org/news/media-room/pakistan-becomes-first-country-introduce-new-typhoid-vaccine-routine-immunisation. Accessed 25 February 2020.
  • 11. Nepal Rastra Bank.  Foreign exchange rate.  2019. Available at: https://archive.nrb.org.np/fxmexchangerate.php Accessed 7 November 2019.
  • 12. Aguinis H, Gottfredson RK, Joo H. Best-practice recommendations for defining, identifying, and handling outliers. Organ Res Methods 2013; 16:270–301. [Google Scholar]
  • 13. Nepal Department of Labour and Occupational Safety.  Labour regulations, 2075 (2018).  2018. Available at: https://dol.gov.np/site/cms/21. Accessed 24 October 2019.
  • 14. UNICEF. Supply catalog.2019. Available at: https://supply.unicef.org/. Accessed 15 October 2019.
  • 15. Riewpaiboon A, Piatti M, Ley B, et al.  Cost of illness due to typhoid fever in Pemba, Zanzibar, East Africa. J Health Popul Nutr 2014; 32:377–85. [PMC free article] [PubMed] [Google Scholar]
  • 16. Xu K, Evans DB, Kawabata K, Zeramdini R, Klavus J, Murray CJ. Household catastrophic health expenditure: a multicountry analysis. Lancet 2003; 362:111–7. [DOI] [PubMed] [Google Scholar]
  • 17. Xu K, Evans DB, Carrin G, Aguilar-Rivera AM, Musgrove P, Evans T. Protecting households from catastrophic health spending. Health Aff (Millwood) 2007; 26:972–83. [DOI] [PubMed] [Google Scholar]
  • 18. Raban MZ, Dandona R, Dandona L. Variations in catastrophic health expenditure estimates from household surveys in India. Bull World Health Organ 2013; 91:726–35. [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America are provided here courtesy of Oxford University Press

RESOURCES