Peer-Reviewed Article

Canadian Trends and Projections in Prescription Drug Purchases: 2001–2023

This article has been peer reviewed.

Authors: Mina Tadrous, Ahmad Shakeri, Kaleen N. Hayes, Heather L. Neville, Joanne Houlihan, Fiona Clement, Jason R. Guertin, Michael R. Law, Tara Gomes

Abstract

Background: Comprehensive data that provides knowledge of trends in the pharmaceutical market are limited. We report historical patterns of national pharmaceutical purchases and identify factors that may influence future spending to help predict growth in national drug spending.

Methods: We conducted a time series analysis of annual prescription drug purchases across Canada between 2001 and 2020 using the IQVIA Canadian Drugstore and Hospital Purchases Audit. We report total prescription purchases and relative percentage change annually, stratified by sector (retail and hospital), and forecast annual drug spending to 2023. We also assessed recent drug approvals, policies, or legislation that may influence drug spending.

Results: Total prescription purchases for 2020 were approximately $32.7 billion, 4.3% higher than 2019 (3.8% growth in retail; 6.9% in hospital). Overall, the top 25 drugs accounted for 26.0% and 52.9% of total spending in hospital and retail sectors, respectively. Spending has grown over the last 2 decades, with annual average growth of 5.3% and 7.1% for the retail and hospital sectors, respectively. New approvals of specialty and oncology drugs and generic formulations of the top 25 drugs may influence drug purchases in 2021 to 2023.

Interpretation: We project continued growth in overall drug purchases across the entire Canadian market. Specifically, the forecast for the outpatient sector is continued moderate levels of growth in drug spending (3% to 4%), with higher rates of growth (7% to 8%) in the hospital sector. Action must be taken to curb sustained growth in pharmaceutical spending in Canada, otherwise increased costs may necessitate a shift in spending from other public budgets or to private industry and patients. The opportunity cost of continued increased spending in pharmaceuticals must also be considered.

Introduction

Total public health care spending in Canada was $265 billion in 2019, which represents 11.5% of the country’s gross domestic product.1 Public spending on prescription drugs accounts for 6% ($15.9 billion) of national public health care expenditures, although total costs likely encompass a much larger portion of total drug spending when accounting for drug spending within the inpatient and private sector settings are included. Public spending on prescription drugs and the growing cost of prescription drugs for consumers and health systems is a leading issue for policy-makers; prescription drugs account for nearly half of total outpatient spending in Canada, and costs are increasing by 7.6% annually.1-5. Currently, the government’s health mandate prioritizes a national Pharmacare strategy and a national drug agency.6 The consistent increases in drug spending are superimposed on significant changes to the health care system, including modernization of drug price guidelines by the Patented Medicines Prices Review Board. The COVID-19 pandemic has also highlighted the importance of uninterrupted access to treatments.4,5

Current estimates of Canadian drug spending are piecemeal in nature and limited to payer-specific outpatient expenditures or surveys.1,7-11 Little is known about drug costs across all payers, particularly when accounting for inpatient expenditures.1 Comprehensive data that provide knowledge of current trends in the pharmaceutical market, including the anticipated impact of new molecular entities, biosimilars, and generic drugs, will assist decision-makers in planning for drug expenses and support evidence-informed policy. There is currently a gap in understanding of the full scope of drug spending in Canada and a lack of up-to-date insights on upcoming trends that may impact spending. Therefore, we report the historical trends in pharmaceutical purchases with insights on both inpatient and outpatient settings. We also report projected anticipated purchases growth for the next 3 years (2021 to 2023) and a horizon scan to identify factors that may influence future spending, including policies and new drugs, biosimilars, and generic products.

Methods

Drug Purchases and Projection

We conducted a retrospective time series analysis of annual prescription drug purchases across Canada between January 1, 2001, and December 31, 2020, using the IQVIA Canadian Drugstore and Hospital Purchases Audit. These data estimate the purchasing costs and unit volumes of all pharmaceutical products purchased by the Canadian retail and hospital sectors during that time period.12 This audit is derived from a sample of outlets within these sectors (more than one-third of the retail sector and 86% of the hospital sector) in each province and territory; proprietary methods projected out these data to represent total pharmaceutical purchasing at the national level. We included all pharmaceutical purchasing of all dosage forms and formulations over the study period. This data includes over-the-counter drugs. Purchasing can be through a wholesaler or directly from the manufacturer; therefore, costs may include mark-ups but do not capture discounts. These data do not account for rebates or discounts given to payers as part of listing agreements. Data reflect all up-front discounts within each specific invoice and do not capture any subsequent rebates or volume discounts that could be credited to the outlets afterward. Due to the aggregated nature of the data provided, research ethics board approval was not required.

We describe total prescription medication purchases across Canada annually (using calendar years) over the study period, stratified by sector (retail versus hospital), and the calculated annual growth in purchases as the relative percentage change from the previous year. We used exponential smoothing models to forecast annual pharmaceutical purchases in 2021 to 2023. Costs are reported as nominal annual costs. Nominal costs were used for projection models; however, for a sensitivity analysis, we inflated the annual costs before 2020 to 2020 values using the all-items consumer price indexes.13 We also identified the 25 medications with the highest total purchases in calendar year 2020 in the retail and hospital sectors.

Horizon Scan

Environmental scans for national drug pipeline reports were conducted to estimate the therapeutic areas that will have major impacts on pharmaceutical spending in the next 3 years.14-17 Medications approved by Health Canada in 2020 and the first quarter of 2021, as well as generic drugs and biosimilars currently under review, were examined for potential budget impacts.14,18 The US Food and Drug Administration (FDA) new drug approvals in 2020 and early 2021 were also reviewed to identify drugs that may soon enter the Canadian market.19

The list of new and upcoming therapies was reviewed by a team of pharmacists and drug policy experts. Drugs with potential high impact on future spending (via upward pressure or downward pressure) were flagged based on the prevalence of the indication, current medication use in the therapeutic area, cost, and public plan reimbursement recommendations by CADTH. Based on the drugs with highest potential for impact, a consensus recommendation was made by authors on whether the projected spending might be more likely on the high, middle, or low end of the projected confidence interval (CI) range for the next 3 years.

Results

Historical Trends in Prescription Purchases

Figure 1 and Figure 2 illustrate the trends in Canadian prescription drug purchases from 2001 to 2020 in the retail and hospital sectors, respectively (values accounting for inflation can be found in Appendix 1, Figure 4 and Figure 5).

Figure 1: Total Medication Purchases in Canada for the Retail Sector From 2001 to 2020

Line graph of annual purchases across Canada for the retail sector from 2001 to 2020 that highlights sustained growth over the last 20 years. This figure also highlights the projected continued growth over the next 3 years.

Note: The grey zone illustrates forecasted purchases in the retail sector (solid line) with 95% confidence interval estimates (dashed lines) for the years 2021 to 2023.

Figure 2: Total Medication Purchases in Canada for the Hospital Sector From 2001 to 2020

Line graph of annual purchases across Canada for the hospital sector from 2001 to 2020 that highlights sustained growth over the last 20 years with a sharp increase in the last 5 years. This figure also highlights the projected continued growth over the next 3 years.

Note: The grey zone illustrates forecasted purchases in the hospital sector (solid line) with 95% confidence interval estimates (dashed lines) for the years 2021 to 2023.

Overall Spending

In 2020, total prescription purchases in Canada grew 4.3% from the previous year, reaching $32.7 billion (compared with $31.4 billion in 2019). The retail sector accounted for 85.1% of prescription purchases in 2020 ($27.8 billion), and the hospital sector accounted for 14.9% ($4.9 billion). Retail and hospital purchases in 2020 increased by 3.8% and 6.9%, respectively, from 2019. Figure 3 illustrates the trends in annual change in purchases across both sectors. Over the entire time period (2001 to 2020), the average annual growth was 5.3% for the retail sector and 7.1% for the hospital sector.

Figure 3: Annual Growth in Drug Purchases From the Previous Year for Retail and Hospital Sectors From 2002 to 2020

Bar-graph of annual year-over-year growth for each sector for each year between 2002 and 2020. This figure highlights that there was annual growth every year except 1 year (2011). We anticipate that there will be continued annual growth in the next 3 years.

Note: The grey zone illustrates forecasted annual growth for 2021 to 2023.

Retail and Hospital Spending

In the retail sector, total drug purchases increased by 165% over the study period, from $10.5 billion in 2001 to $27.8 billion in 2020. In the hospital sector, total drug purchases grew 264% during this time, from $1.3 billion in 2001 to $4.9 billion in 2020. Among retail purchases, the average annual growth was higher in earlier years (6.7% between 2001 and 2011) compared with 2012 onward (3.8% between 2012 and 2020), with 2011 representing the only year with a decrease in annual purchases (−2.9%).

Among hospitals, the average annual growth was similar to the retail sector between 2001 and 2011 (6.5%) but continued to grow more quickly between 2012 and 2020 (7.8%); no year had a decrease in annual purchases. Compared with 2019 spending, purchases for hospital-administered drugs grew 12.7%, 18.4%, and 6.9% in 2018, 2019, and 2020, respectively. In comparison, prescription purchases in retail experienced a smaller positive growth of 3.4%, 5.2%, and 3.8% in 2018, 2019, and 2020, respectively.

Drug Purchase Forecast for 2021 to 2023

We forecast a yearly increase (all sectors combined) in pharmaceutical purchases of 4.2% to 4.6% in each of the years of 2021 to 2023 (Figure 3). We project that purchases for hospital-administered drugs will increase annually by 7.2% to 8.5% for the 2021 to 2023 period and increase 3.6% to 3.9% in the retail setting. In terms of absolute growth, the forecasted percent increase for 2023 translates to $31.1 billion (95% CI, $27.3 billion to $34.9 billion) for retail purchases and $6.1 billion (95% CI, $5.3 billion to $7.0 billion) for hospital purchases (Figure 1 and Figure 2).

Top Drugs Overall

Table 1 provides the top 25 drugs by spending in retail and hospital settings across the country for the year 2020. Infliximab ($1.2 billion), adalimumab ($970.1 million), and ustekinumab ($527.8 million) were the top 3 drug purchases in the retail setting, while pembrolizumab ($361.6 million), nivolumab ($253.0 million), and daratumumab ($218.0 million) were the top 3 in the hospital setting. Overall, total spending by the top 25 drugs in both markets accounted for $9.8 billion ($7.2 billion in the retail sector and $2.6 billion in the hospital sector), which accounted for 26.0% and 52.9% of total spending in the retail and hospital sectors, respectively. Only 2 drugs were in the top 25 of both lists: the vascular endothelial growth factor-A antagonist aflibercept was ranked number 4 in retail spending and number 20 in hospital spending and the kinase inhibitor ibrutinib was ranked number 17 in retail spending and number 7 in hospital spending.

Table 1: Top 25 Drugs by Spending in the Retail and Hospital Sectors for the 2020 Calendar Year

Rank and total spending

Retail

Hospital

Drug

2020 spending

Drug

2020 spending

1

Infliximab

$1,233,935,545

Pembrolizumab

$361,570,389

2

Adalimumab

$970,100,321

Nivolumab

$252,958,078

3

Ustekinumab

$527,810,031

Daratumumab

$217,993,880

4

Aflibercept

$522,913,776

Rituximab

$181,603,360

5

Apixaban

$349,701,882

Trastuzumab

$163,216,816

6

Metformin-sitagliptin

$320,429,792

Pertuzumab-trastuzumab

$137,078,503

7

Semaglutide

$301,960,693

Ibrutinib

$112,681,112

8

Ranibizumab

$301,492,979

Durvalumab

$104,723,480

9

Methylphenidate

$297,520,869

Bevacizumab

$96,354,069

10

Etanercept

$286,159,405

Vaccine, pneumococcal conjugate

$87,296,479

11

Rivaroxaban

$272,302,154

Palbociclib

$74,652,436

12

Sofosbuvir-velpatasvir

$271,840,011

Haemagglutinin (non-specific)

$72,728,489

13

Budesonide-formoterol

$259,625,312

Darbepoetin alfa

$71,553,992

14

Empagliflozin

$256,387,093

Ipilimumab

$71,379,295

15

Lisdexamfetamine

$241,195,933

Osimertinib

$67,838,951

16

Insulin glargine

$238,962,564

Nusinersen

$64,769,505

17

Ibrutinib

$237,298,370

Vaccine, HPV type 6, 11, 16, 18, 3

$62,384,064

18

Rosuvastatin

$228,483,742

Erythropoietin alpha

$61,006,027

19

Paliperidone palmitate

$219,016,155

Alteplase

$59,020,858

20

Golimumab

$210,390,784

Aflibercept

$49,213,706

21

Sitagliptin

$201,800,638

Bendamustine

$49,112,605

22

Vedolizumab

$190,491,057

Vaccine, rotavirus

$47,469,261

23

Fluticasone-salmeterol

$188,988,335

Abacavir-dolutegravir-lamivudine

$39,945,636

24

Glecaprevir-pibrentasvir

$175,055,487

Palivizumab

$39,639,915

25

Atorvastatin

$172,285,626

Factor viii

$39,324,727

Total of top 25

$7,242,213,009

$2,585,515,633

Total 2020 spending

$27,834,688,609

$4,891,690,777

% of total spending for top 25

26.0%

52.9%

Horizon Scan

The drugs that are anticipated to have the highest impact, either via upward or downward pressure, are listed in Table 2. A complete list of drug approvals for Health Canada and the US FDA in 2020 and early 2021 are presented in Appendix 1 (Table 3 and Table 4). In this section, we also summarize the major themes related to new and upcoming therapies in Canada and highlight those we believe may have the largest impact on spending growth.

Potential for Upward Pressure

In oncology, 3 new drug approvals are expected to dominate this category due to either disease prevalence (B-cell lymphoma and multiple myeloma) or lack of other treatment options (small-cell lung cancer).

Table 2: Selected Drugs and Biologicals That Have Received Health Canada and/or FDA Approval in 2020 and Early 2021 and Are Expected to Affect Drug Spending

Category

Drug

Brand name

Indication

Health Canada approval date

FDA approved

Chronic heart failure

Vericiguat

Verquvo

Symptomatic chronic heart failure and ejection fraction less than 45%

Under review

Yes

COVID-19

Remdesivir

Veklury

COVID-19 with pneumonia requiring supplemental oxygen

October 2020

Yes

Cystic fibrosis

Elexacaftor-tezacaftor-ivacaftor

Trikafta

Cystic fibrosis and at least 1 f508del mutation in the CFTR gene

June 2021

Yes

Diabetes

Semaglutide (oral)

Rybelsus

Type 2 diabetes mellitus as monotherapy when metformin is considered inappropriate due to intolerance or contraindications, or in combination with other drugs

April 2020

Yes

Insulin aspart biosimilar

Trurapi

Diabetes mellitus for patients who require insulin for the control of hyperglycemia

March 2021

No

Sitagliptin generic

Diabetes

Under review

Tentative approval

Linagliptin generic

Diabetes

Under review

Tentative approval

Saxagliptin generic

Diabetes

March 2021

Tentative approval

Dapagliflozin generic

Diabetes

Under review

Tentative approval

Inflammatory disorders

Adalimumab biosimilar

Amgevita, Hadlima, Hulio, Hyrimoz, Idacio

Rheumatoid arthritis, polyarticular juvenile idiopathic arthritis, psoriatic arthritis, ankylosing spondylitis, Crohn disease, ulcerative colitis, hidradenitis suppurativa, psoriasis, or uveitis

October 2020

Yes

Tofacitinib generic

Rheumatoid arthritis, psoriatic arthritis, ulcerative colitis

Under review

Tentative approval

Migraine

Rimegepant sulphate

Nurtec ODT

Acute treatment of migraine

Not submitted

Yes

Fremanezumab

Ajovy

Prevention of chronic migraine

August 2020

Yes

Eptinezumab

Vyepti

Prevention of chronic migraine

January 2021

Yes

Multiple sclerosis

Ofatumumab

Kesimpta

Relapsing-remitting multiple sclerosis

April 2021

Yes

Ozanimod hydrochloride

Zeposia

Relapsing-remitting multiple sclerosis

November 2020

Yes

Siponimod

Mayzent

Secondary progressive multiple sclerosis

April 2020

Yes

Ponesimod

Ponvory

Clinically isolated syndrome, relapsing-remitting and secondary progressive multiple sclerosis

April 2021

Yes

Diroximel fumarate

Vumerity

Clinically isolated syndrome, relapsing-remitting and secondary progressive multiple sclerosis

Under review

Yes

Dimethyl fumarate generic

Multiple sclerosis

October 2021

Yes

Teroflunomide generic

Multiple sclerosis

Under review

Yes

Obesity

Liraglutide

Saxenda

Chronic weight management for obesity or overweight with at least 1 weight-related comorbidity and who have failed a previous intervention

February 2021

Yes

Oncology

Lurbinectedin

Zepzelca

Metastatic small-cell lung cancer with disease progression on or after platinum-based chemotherapy

Under review

Yes

Polatuzumab vedotin

Polivy

Relapsed or refractory diffuse large B-cell lymphoma

November 2020

Yes

Isatuximab

Sarclisa

Relapsed and refractory multiple myeloma for patients who have received at least 2 prior therapies

July 2020

Yes

Rituximab biosimilar

Riabni, Riximyo, Ruxience, Truxima

Non-Hodgkin lymphoma, chronic lymphocytic leukemia, rheumatoid arthritis, and other inflammatory conditions

December 2019

Yes

Abiraterone generic

Metastatic prostate cancer

January 2021

Yes

Lenalidomide generic

Transfusion-dependent anemia due to myelodysplastic syndrome, multiple myeloma

September 2021

Tentative approval

Pomalidomide generic

Multiple myeloma

Under review

Tentative approval

Bendamustine generic

B-cell non-Hodgkin lymphoma, chronic lymphocytic leukemia

February 2021

Tentative approval

Osteoporosis

Teriparatide biosimilar

Osnuvo

Severe osteoporosis in postmenopausal women, primary or hypogonadal severe osteoporosis in men, osteoporosis associated with sustained systemic glucocorticoid therapy

May 2020

Yes

Spinal muscular atrophy

Onasemnogene abeparvovec

Zolgensma

Gene therapy for the treatment of pediatric patients with 5q spinal muscular atrophy

February 2021

Yes

Risdiplam

Evrysdi

Spinal muscular atrophy in patients 2 months of age or older

April 2021

Yes

Venous thromboembolic disease

Enoxaparin sodium biosimilar

Inclunox, Noromby, Redesca

Prevention and treatment of venous thromboembolic disease, unstable angina, and myocardial infarction

October 2020

Yes

Apixaban generic

Venous thromboembolic disease

Under review

Yes

Rivaroxaban generic

Venous thromboembolic disease

September 2020

Tentative approval

Outside of oncology, recent or upcoming therapies for migraine, diabetes, and weight loss will likely have the largest impacts because of the high disease prevalence in the population. Calcitonin gene-related peptide (CGRP) receptor antagonists (CGRP-RAs) for the prevention of chronic migraine are expected to greatly impact budget spending. Two recently approved CGRP-RAs, fremanezumab and eptinezumab, join erenumab and galcanezumab in this class. Erenumab and fremanezumab were both recommended for reimbursement by CADTH in July 2020 and April 2021, respectively. Another CGRP-RA approved for use in the US, rimegepant, has the potential to increase costs for the acute treatment of migraine but it is not currently under review by Health Canada.

A new indication of weight loss was approved for the injectable glucagon-like peptide-1 (GLP-1) receptor agonist liraglutide in February 2021, which was previously approved for the treatment of type 2 diabetes mellitus. This broadened indication will likely increase liraglutide’s utilization and the broader appeal of GLP-1 receptor agonist therapies. Injectable semaglutide is presently ranked number 7 for retail; the oral dosage form was approved in April 2020, which may also have high uptake. Remdesivir, approved in late 2020 for the treatment of pneumonia secondary to COVID-19 infection requiring supplemental oxygen, will likely have sustained use in Canada due to the ongoing pandemic and increased supply from the US. For rare indications, recently approved therapies for cystic fibrosis, multiple sclerosis, and spinal muscular atrophy will likely exert upward pressure due to high annual costs and few other treatment options. Indeed, Ontario and other provinces added the medication to its public drug formulary shortly after the Notice of Compliance for elexacaftor-ivacaftor-tezacaftor in Canada in June 2021.

Potential for Downward Pressure

Several generic formulations and biosimilars for frequently used therapies will likely place robust downward pressure on spending. Biosimilar formulations for adalimumab (number 2 in retail spending) were approved by Health Canada in late 2020. Next, there are recently available or forthcoming generic formulations of the direct-acting anticoagulants apixaban (number 5 in retail spending) and rivaroxaban (number 11 in retail spending). Generic formulations for several oral therapies for type 2 diabetes mellitus are expected, of which the dipeptidyl peptidase-4 inhibitor sitagliptin (number 21 of top 25 retail medications; number 6 in combination with metformin) will have the greatest potential effect. Finally, in oncology, the generic drug bendamustine (approved February 2021) is anticipated to decrease spending given its ranking in the top 25 drugs list (number 21 in retail).

Interpretation

Spending on pharmaceuticals has grown considerably over the last 2 decades in Canada, leading to a total market size of nearly $33 billion in 2020. With an annual average growth in spending of 5.3% and 7.1% for the retail and hospital sectors, respectively, this equates to absolute spending increases of $1 billion each year and is outpacing overall market inflation. The expansion is likely largely driven by new product approvals, higher market entry prices for new drugs, and growing utilization. Thus, we anticipate continued increases in these sectors, with greater growth in the hospital sector. As the number of new therapies continues to grow, important decisions on the opportunity cost of continued growth in spending in pharmaceuticals will need to be considered.

Major shifts in available therapies identified in the pipeline are likely to impact the degree of change in spending in the coming years. Overall, we believe the growth of spending will be on the lower end of the predicted range in the outpatient retail setting due to new generics or biosimilar formulations of several of the top 25 therapies, including adalimumab, 2 direct-acting anticoagulants, and dipeptidyl peptidase-4 inhibitors. However, the impact of adalimumab costs will depend on increased biosimilar uptake in Canada. Presently, most Canadian provincial public drug plans require biologic-naive patients to initiate a biosimilar formulation when available; however, British Columbia, Alberta, and New Brunswick mandate switching to biosimilars for most patients currently on therapy.20 Other provinces are anticipated to follow suit for mandated switching among all patients. These policy and regulatory changes, including those within the Patented Medicines Prices Review Board, may mitigate this projected growth and encourage the addition of more biosimilars to the Canadian market, yet their impact on overall cost growth remains unknown.21,22 The impact of biosimilar uptake is particularly important to understand given that the top 25 drugs in terms of retail and hospital spending have several biosimilars on or about to enter the market. With a number of public and private payers moving toward mandatory switching, we anticipate greater uptake over the coming years across Canada. Finally, despite this downward pressure, CGRP-RA therapies have particular potential to be “blockbuster” retail pharmacy drugs due to the prevalence of migraine and the recent CADTH recommendations for public drug plan reimbursement.23

We are among the first to quantify drug spending within the hospital sector. There are well-developed pan-Canadian processes to support cost-efficient formulary development within the outpatient setting. However, the process within the hospital setting is inconsistent. Our findings suggest that greater support is needed within the hospital sector in the context of overall drug purchases growth because it accounts for 15% of total national spending. The degree of growth on the inpatient side is less certain; based on the horizon scan, it is likely that spending will be in the moderate to high end of the prediction range because oncology therapies, either novel agents for rare conditions or new indications for existing treatments, will likely increase spending. Conversely, biosimilar formulations for enoxaparin and rituximab, in conjunction with generic formulations of bendamustine, lenalidomide, and abiraterone, may help to curb spending.

Our analysis has limitations that warrant discussion. First, we do not have information on the confidential rebates that manufacturers provide to public and private drug plans or to hospital purchasers. These discounts can be substantial; for example, negotiations on brand name medications through the pan-Canadian Pharmaceutical Alliance resulted in $1.24 billion in savings to public payers in 2017–2018.24 Our results represent the total spending in the current drug system, and we do not anticipate major differences in the proportion of rebates to total spending in recent year. It is also unknown if the level of rebates differs between the hospital and outpatient setting. Moreover, many rebates are re-invested by public payers by paying for future drug spending. Importantly, rebate structures and rising prices have important consequences on patient co-pays depending on payment method and plan structure.25 Second, our data had no information on how payment for these medicines was distributed among payers (i.e., public insurance, private insurance, or out-of-pocket), but instead characterizes global spending and future impact to all payers. Lastly, because IQVIA has a robust process to update and verify data, the data we used in this analysis could be revised in the future. Such revisions are likely minor and would not influence the trends and projections that we have reported.

Conclusion

We predict continued moderate growth in overall drug purchases across the entire Canadian market. Specifically, we expect the outpatient sector to continue to experience moderate levels of increased growth in drug spending by 3% to 4% annually from 2021 to 2023. We anticipate the inpatient setting to continue to have higher rates of growth in the range of 7% to 8% per year. Given a fixed social budget, increases in pharmaceutical spending will, by necessity, lead to decreases in other public budgets, increased shifting of spending from the public budget to private industry or directly to patients, or increased revenue requirements for the government. The opportunity cost of continued increased spending in pharmaceuticals must therefore be considered.

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23.Ibekwe A, Perras C, Mierzwinski-Urban M. Monoclonal antibodies to prevent migraine headaches. Ottawa (ON): CADTH; 2018 Feb. (CADTH issues in emerging health technologies, issue 167). PMID: 30855775

24.Ontario Ministry of Health and Long-Term Care. Ontario public drug programs. 2017 Annual Report of the Office of the Auditor General of Ontario. Toronto (ON): Queen’s Printer for Ontario; 2017;476-526.https://www.auditor.on.ca/en/content/annualreports/arreports/en17/v1_309en17.pdf

25.Memedovich KA, Manns B, Beall R, Hollis A, Clement F. The impact of pharmaceutical rebates on patients’ drug expenditures. CMAJ. 2019;191(11):E308-E312. PubMed

Appendix 1: Additional Figures and Tables

Figure 4: Total Medication Purchases in Canada for the Retail Sector From 2001 to 2020

Adjusted line graph for annual purchases in the retail sector that adjusts for inflation. The results show sustained growth over the last 20 years.

Note: The grey zone illustrates forecasted purchases in the retail sector (solid line) with 95% confidence interval estimates (dashed lines) for the years 2021 to 2023. Blue line = non–inflated-adjusted purchases; orange line = inflated-adjusted purchases.

Figure 5: Total Medication Purchases in Canada for the Hospital Sector From 2001 to 2020

Adjusted line graph for annual purchases in the hospital sector in the paper that adjusts for inflation. The results show sustained growth over the last 20 years.

Note: The grey zone illustrates forecasted purchases in the hospital sector (solid line) with 95% confidence interval estimates (dashed lines) for the years 2021 to 2023. Red line = non–inflated-adjusted purchases; green line = inflated-adjusted purchases.

Table 3: Health Canada Drug Approvals Between January 1, 2020, and October 21, 2021

Generic name

Therapeutic area

Approval date

Submission outcome

5-Aminolevulinic acid

Antineoplastic agents

September 2020

Issued NOC

Acetylsalicylic acid, atorvastatin calcium, ramipril

Cardiac therapy

March 2021

Cancelled by sponsor

Adalimumab

Immunosuppressants

January 2021

Issued NOC

Adalimumab

Immunosuppressants

November 2020

Issued NOC

Adalimumab

Immunosuppressants

November 2020

Issued NOC

Adalimumab

Immunosuppressants

October 2020

Issued NOC

Alpelisib

Antineoplastic agents

March 2020

Issued NOC

Amifampridine

Other nervous system drugs

August 2020

Issued NOC

Amifampridine phosphate

Other nervous system drugs

July 2020

Issued NOC

Amisulpride

Psycholeptics

February 2021

Cancelled by sponsor

Amoxicillin sodium, clavulanic acid

Antibacterials for systemic use

January 2020

Issued NOC

Apomorphine hydrochloride

Anti-Parkinson drugs

June 2020

Issued NOC

Azacitidine

Antineoplastic agents

January 2021

Issued NOC

Bacillus Calmette-Guerin BCG – Strain Russian BCG-I

Immunostimulants

December 2020

Issued NOC under the NOC/c Guidance

Baloxavir marboxil

Antivirals for systemic use

February 2020

Issued NOC

Betula verrucosa extract

Nasal preparations

April 2020

Issued NOC

Bevacizumab

Antineoplastic agents

January 2021

Issued NOC

Binimetinib

Antineoplastic agents

March 2021

Issued NOC

Bisoprolol fumarate

Beta blocking agents

September 2020

Cancelled by sponsor

Bivalirudin

Antithrombotic agents

September 2020

Issued NOC

Brilliant blue G

Ophthalmologicals

January 2021

Issued NOC

Brolucizumab

Ophthalmologicals

March 2020

Issued NOC

Budesonide

Antidiarrheals, intestinal anti-inflammatory/anti-infective agents

April 2020

Issued NOC

Cabotegravir, rilpivirine

Antivirals for systemic use

March 2020

Issued NOC

Caffeine citrate

Psychoanaleptics

March 2020

Issued NOC

Caplacizumab

Antithrombotic agents

February 2020

Issued NOC

Cedazuridine, decitabine

Antineoplastic agents

July 2020

Issued NOC

Chromic chloride, cupric chloride, ferric chloride, manganese chloride, potassium iodide, sodium fluoride, sodium molybdate, sodium selenite, zinc chloride

Blood substitutes and perfusion solutions

April 2020

Issued NOC

Cyclosporine

Ophthalmologicals

February 2021

Issued NOC

Darolutamide

Endocrine therapy

February 2020

Issued NOC

Dermatophagoides farinae, Dermatophagoides pteronyssinus

Allergens

July 2020

Cancelled by sponsor

Drospirenone, estetrol monohydrate

Sex hormones and modulators of the genital system

March 2021

Issued NOC

Emapalumab

Immunosuppressants

February 2021

Cancelled by sponsor

Encorafenib

Antineoplastic agents

March 2021

Issued NOC

Enoxaparin sodium

Antithrombotic agents

December 2020

Issued NOC

Enoxaparin sodium

Antithrombotic agents

November 2020

Issued NOC

Enoxaparin sodium

Antithrombotic agents

October 2020

Issued NOC

Entrectinib

Antineoplastic agents

May 2020

Issued NOC

Entrectinib

Antineoplastic agents

February 2020

Issued NOC under the NOC/c Guidance

Eptinezumab

Analgesics

January 2021

Issued NOC

Esketamine hydrochloride

Psychoanaleptics

May 2020

Issued NOC

Estradiol hemihydrate, progesterone

Sex hormones and modulators of the genital system

September 2020

Issued NOC

Etomidate

Anesthetics

July 2020

Issued NOC

Etonogestrel

Sex hormones and modulators of the genital system

May 2020

Issued NOC

Fedratinib dihydrochloride monohydrate

Antineoplastic agents

July 2020

Issued NOC

Fibrinogen (human), thrombin (human)

Antihemorrhagics

March 2021

Issued NOC

Filgotinib

Immunosuppressants

January 2021

Cancelled by sponsor

Filgrastim (r-metHuG-CSF)

Immunostimulants

April 2020

Issued NOC

Foscarnet sodium

Antivirals for systemic use

October 2020

Issued NOC

Fostamatinib disodium

Antihemorrhagics

November 2020

Issued NOC

Fremanezumab

Analgesics

April 2020

Issued NOC

Gallium (68Ga) chloride, germanium (68Ge) chloride

Diagnostic radiopharmaceuticals

August 2020

Issued NOC

Givosiran

Bile and liver therapy

October 2020

Issued NOC

Glasdegib

Antineoplastic agents

April 2020

Issued NOC

Glycine, histidine, L-alanine, L-arginine, L-isoleucine, L-leucine, L-lysine acetate, L-methionine, L-phenylalanine, L-proline, L-threonine, L-tryptophan, L-tyrosine, L-valine, serine, taurine

Blood substitutes and perfusion solutions

December 2020

Issued NOC

Glycopyrronium bromide, indacaterol acetate, mometasone furoate

Drugs for obstructive airway diseases

July 2020

Issued NOC

Hemagglutinin, neuraminidase antigen

Vaccines

January 2021

Issued NOC

Hemagglutinin-strain A(H1N1), hemagglutinin-strain A(H3N2), hemagglutinin-strain B(Victoria), hemagglutinin-strain B(Yamagata)

Vaccines

November 2020

Cancelled by sponsor

Halobetasol propionate, tazarotene

Corticosteroids, dermatological preparations

June 2020

Issued NOC

Indacaterol acetate, mometasone furoate

Drugs for obstructive airway diseases

May 2020

Issued NOC

Infliximab

Immunosuppressants

March 2020

Issued NOC

Insulin aspart

Drugs used in diabetes

October 2020

Issued NOC

Isatuximab

Antineoplastic agents

April 2020

Issued NOC

Lasmiditan

Analgesics

January 2021

Cancelled by sponsor

Lefamulin acetate

Antibacterials for systemic use

July 2020

Issued NOC

Lemborexant

Psycholeptics

November 2020

Issued NOC

Levothyroxine sodium

Thyroid therapy

November 2020

Issued NOC

Luspatercept

Antianemic preparations

February 2021

Issued NOC

Luspatercept

Antianemic preparations

September 2020

Issued NOC

Mecasermin

Pituitary, hypothalamic hormones and analogues

December 2020

Issued NOC

Meningococcal group A polysaccharide-tetanus toxoid conjugate, meningococcal group C polysaccharide-tetanus toxoid conjugate, meningococcal group W polysaccharide-tetanus toxoid conjugate, meningococcal group Y polysaccharide-tetanus toxoid conjugate

Vaccines

October 2020

Issued NOC

Mesalazine

Antidiarrheals, intestinal anti-inflammatory/anti-infective agents

August 2020

Cancelled by sponsor

Naproxen sodium, sumatriptan succinate

Analgesics

February 2020

Issued NOC

Nicardipine hydrochloride

Calcium channel blockers

April 2020

Issued Notice of Non-compliance – Withdrawal

Obiltoxaximab

Immune sera and immunoglobulins

July 2020

Issued NOC

Ofatumumab

Antineoplastic agents

January 2021

Issued NOC

Onasemnogene abeparvovec

Other drugs for disorders of the musculoskeletal system

December 2020

Issued NOC

Ozanimod hydrochloride

Immunosuppressants

October 2020

Issued NOC

Pegfilgrastim

Immunostimulants

October 2020

Issued NOC

Pegfilgrastim

Immunostimulants

April 2020

Issued NOC

Pertuzumab, trastuzumab

Antineoplastic agents

March 2021

Issued NOC

Polatuzumab vedotin

Antineoplastic agents

July 2020

Issued NOC under the NOC/c Guidance

Ranolazine

Cardiac therapy

December 2020

Issued NOC

Recombinant influenza strain A H1N1 HA protein, recombinant influenza strain A H3N2 HA protein, recombinant influenza strain B (Victoria lineage) HA protein, recombinant influenza strain B (Yamagata lineage) HA protein

Vaccines

January 2021

Issued NOC

Remdesivir

Antivirals for systemic use

July 2020

Issued NOC under the NOC/c Guidance

Ripretinib

Antineoplastic agents

June 2020

Issued NOC

Risperidone

Psycholeptics

November 2020

Issued NOC

Rituximab

Antineoplastic agents

March 2021

Issued NOC

Rituximab

Antineoplastic agents

May 2020

Issued NOC

Rituximab

Antineoplastic agents

April 2020

Issued NOC

Satralizumab

Immunosuppressants

June 2020

Issued NOC

Semaglutide

Drugs used in diabetes

March 2020

Issued NOC

Siponimod

Immunosuppressants

February 2020

Issued NOC

Sodium chloride, sodium citrate

Blood substitutes and perfusion solutions

March 2020

Issued NOC

Sodium pertechnetate Tc-99m

Diagnostic radiopharmaceuticals

November 2020

Issued NOC

Sonidegib

Antineoplastic agents

June 2020

Issued NOC

Tafamidis meglumine

Other nervous system drugs

January 2020

Issued NOC

Tenapanor

Drugs for constipation

April 2020

Issued NOC

Teriparatide

Calcium homeostasis

January 2020

Issued NOC

Trastuzumab

Antineoplastic agents

February 2020

Issued NOC

Trientine hydrochloride

Other alimentary tract and metabolism products

September 2020

Issued NOC

Triheptanoin

Other alimentary tract and metabolism

February 2021

Issued NOC

Tucatinib

Antineoplastic agents

June 2020

Issued NOC

Vitamin D3

Vitamins

February 2021

Issued NOC

Voretigene neparvovec

Ophthalmologicals

October 2020

Issued NOC

Zanubrutinib

Antineoplastic agents

March 2021

Issued NOC

NOC = Notice of Compliance; NOC/c = Notice of Compliance with conditions.

Table 4: FDA Drug Approvals Between January 1, 2020, to March 15, 2021

Generic name

Brand name

Indication

Sponsor

Approval date

Approval type

Abacavir sulphate; lamivudine

Abacavir Sulphate and Lamivudine

HIV

Lupin Ltd.

February 24, 2020

Manufacturing (CMC)

Artesunate

Artesunate

Malaria

Amivas

May 26, 2020

Type 1: New Molecular Entity

Avapritinib

Ayvakit

Gastrointestinal tumour with mutation

Blueprint Medicines

January 9, 2020

Type 1: New Molecular Entity

Azacitidine

Onureg

Post-remission acute myeloid leukemia

Celgene Corp

September 1, 2020

Type 3: New Dosage Form

Baloxavir marboxil

Xofluza

Influenza

Genentech Inc.

November 23, 2020

Type 3: New Dosage Form

Berotralstat hydrochloride

Orladeyo

Hereditary angioedema

BioCryst

December 3, 2020

Type 1: New Molecular Entity

Bimatoprost

Durysta

Open angle glaucoma

Allergan Inc.

March 4, 2020

Type 3: New Dosage Form

Cabotegravir sodium

Vocabria

HIV-1

ViiV Healthcare

January 21, 2021

Type 1: New Molecular Entity

Cabotegravir; rilpivirine

Cabenuva Kit

HIV-1

ViiV Healthcare

January 21, 2021

Type 1: New Molecular Entity and Type 4: New Combination

Capmatinib hydrochloride

Tabrecta

NSCLC

Novartis Pharmaceuticals

May 6, 2020

Type 1: New Molecular Entity

Casimersen

Amondys 45

Duchenne muscular dystrophy

Sarepta Therapeutics Inc.

February 25, 2021

Type 1: New Molecular Entity

Cedazuridine-decitabine

Inqovi

Chronic myelomonocytic leukemia

Otsuka

July 7, 2020

Type 1: New Molecular Entity

Clascoterone

Winlevi

Acne

Cassiopea SpA

August 26, 2020

Type 1: New Molecular Entity

Dolutegravir; lamivudine; tenofovir disoproxil fumarate

Dolutegravir; Lamivudine; Tenofovir Disoproxil Fumarate

HIV-1

Celltrion Inc.

April 13, 2020

Type 4: New Combination

Elagolix sodium-estradiol-norethindrone acetate; elagolix sodium

Oriahnn (copackaged)

Uterine fibroids

AbbVie Inc.

May 29, 2020

Type 4: New Combination

Empagliflozin-linagliptin-metformin hydrochloride

Trijardy XR

Type 2 diabetes mellitus

Boehringer Ingelheim

January 27, 2020

Type 4: New Combination

Enzalutamide

Xtandi

Advanced prostate cancer

Astellas

August 4, 2020

Type 3: New Dosage Form

Flortaucipir F-18

Tauvid

Diagnostic agent for Alzheimer disease

Avid Radiopharmaceuticals Inc.

May 28, 2020

Type 1: New Molecular Entity

Fluoroestradiol F-18

Cerianna

Recurrent/metastatic breast cancer

Zionexa

May 20, 2020

Type 1: New Molecular Entity

Fosaprepitant dimeglumine

Fosaprepitant Dimeglumine

Post-operative nausea and vomiting

MSN Laboratories

February 10, 2020

Manufacturing (CMC)

Fosdenopterin

Nulibry

Molybdenum cofactor deficiency

Origin Biosciences Inc.

February 26, 2021

Type 1: New Molecular Entity

Fostemsavir tromethamine

Rukobia

HIV-1

ViiV Healthcare

July 2, 2020

Type 1: New Molecular Entity

Heparin sodium

Heparin Sodium

Anticoagulation

Hikma Pharmaceuticals

January 14, 2020

Manufacturing (CMC)

Lonafarnib

Zokinvy

Progeria

Eiger Biopharmaceuticals

November 20, 2020

Type 1: New Molecular Entity

Lumasiran sodium

Oxlumo

Primary hyperoxaluria type 1

Alnylam Pharmaceuticals Inc.

November 23, 2020

Type 1: New Molecular Entity

Lurbinectedin

Zepzelca

SCLC

Jazz

June 15, 2020

Type 1: New Molecular Entity

Melphalan flufenamide

Pepaxto

Multiple myeloma

Oncopeptides AB

February 26, 2021

Type 1: New Molecular Entity

Mitomycin

Jelmyto

Upper tract urothelial cancer

UroGen Pharma

April 15, 2020

Type 5: New Formulation or New Manufacturer

Monomethyl fumarate

Bafiertam

Multiple sclerosis

Banner Life Sciences

April 28, 2020

Type 2: New Active Ingredient

Oliceridine

Olinvyk

Acute pain

Trevena

August 7, 2020

Type 1: New Molecular Entity

Opicapone

Ongentys

Parkinson disease

Neurocrine Biosciences

April 24, 2020

Type 1: New Molecular Entity

Osilodrostat phosphate

Isturisa

Cushing disease

Recordati Rare

March 6, 2020

Type 1: New Molecular Entity

Ozanimod hydrochloride

Zeposia

Multiple sclerosis

Celgene Intl.

March 25, 2020

Type 1: New Molecular Entity

Pemetrexed

Pemfexy

NSCLC, pleural mesothelioma

Eagle Pharmaceuticals

February 8, 2020

Type 5: New Formulation or New Manufacturer

Pemigatinib

Pemazyre

Bile duct cancer

Incyte Corp.

April 17, 2020

Type 1: New Molecular Entity

Pralsetinib

Gavreto

RET fusion-positive NSCLC

Blueprint Medicines

September 4, 2020

Type 1: New Molecular Entity

Relugolix

Orgovyx

Advanced prostate cancer

Myovant Sciences

December 18, 2020

Type 1: New Molecular Entity

Remdesivir

Veklury

COVID-19 infection requiring hospitalization

Gilead Sciences Inc.

October 22, 2020

Type 1: New Molecular Entity

Rimegepant sulphate

Nurtec ODT

Acute treatment of migraine

Biohaven Pharmaceuticals

February 27, 2020

Type 1: New Molecular Entity

Ripretinib

Qinlock

Advanced gastrointestinal stromal tumour

Deciphera Pharmaceuticals

May 15, 2020

Type 1: New Molecular Entity

Risdiplam

Evrysdi

Spinal muscle atrophy

Genentech Inc.

August 7, 2020

Type 1: New Molecular Entity

Romidepsin

Romidepsin

T-cell lymphoma

Teva Pharmaceuticals USA, Inc.

March 13, 2020

Type 5: New Formulation or New Manufacturer

Selpercatinib

Retevmo

NSCLC, thyroid tumours

Loxo Oncology Inc.

May 8, 2020

Type 1: New Molecular Entity

Selumetinib sulphate

Koselugo

Neurofibromatosis type 1

AstraZeneca

April 10, 2020

Type 1: New Molecular Entity

Semaglutide

Rybelsus

Type 2 diabetes mellitus

Novo Nordisk Inc.

January 16, 2020

Type 9: New Indication submitted as distinct NDA, consolidated with original NDA after approval

Setmelanotide acetate

Imcivree

Obesity due to genetic deficiencies

Rhythm Pharmaceuticals

November 25, 2020

Type 1: New Molecular Entity

Solifenacin succinate

Vesicare LS

Pediatric neurogenic detrusor overactivity

Astellas Pharma

May 26, 2020

Type 3: New Dosage Form

Tasimelteon

Hetlioz LQ

Smith-Magenis syndrome

Vanda Pharmaceuticals Inc.

December 1, 2020

Type 3: New Dosage Form

Tazemetostat hydrobromide

Tazverik

Epithelioid sarcoma, follicular lymphoma

Epizyme Inc.

January 23, 2020

Type 1: New Molecular Entity

Tepotinib hydrochloride

Tepmetko

NSCLC

EMD Serono Inc.

February 3, 2021

Type 1: New Molecular Entity

Tirbanibulin

Klisyri

Actinic keratosis

Almirall

December 14, 2020

Type 1: New Molecular Entity

Tofacitinib citrate

Xeljanz

Rheumatoid arthritis, psoriatic arthritis, ulcerative colitis, juvenile idiopathic arthritis

Pfizer

September 25, 2020

Type 3: New Dosage Form

Triheptanoin

Dojolvi

Long-chain fatty acid oxidation disorders

Ultragenyx Pharm Inc.

June 30, 2020

Type 1: New Molecular Entity

Trilaciclib dihydrochloride

Cosela

Chemotherapy-induced myelosuppression

G1 Therapeutics

February 12, 2021

Type 1: New Molecular Entity

Tucatinib

Tukysa

HER2-positive breast cancer

Seagen

April 17, 2020

Type 1: New Molecular Entity

Umbralisib tosylate

Ukoniq

Relapsed/refractory follicular lymphoma

TG Therapeutics

February 5, 2021

Type 1: New Molecular Entity

Vericiguat

Verquvo

Heart failure

Merck Sharp & Dohme

January 19, 2021

Type 1: New Molecular Entity

Vibegron

Gemtesa

Overactive bladder

Urovant Sciences

December 23, 2020

Type 1: New Molecular Entity

Viltolarsen

Viltepso

Duchenne muscular dystrophy

Nippon Shinyaku Co.

August 12, 2020

Type 1: New Molecular Entity

Voclosporin

Lupkynis

Lupus nephritis

Aurinia Pharmaceuticals Inc.

January 22, 2021

Type 1: New Molecular Entity

CMC = Chemistry, Manufacturing and Controls; NDA = new drug application; NSCLC = non–small-cell lung cancer.

Appendix 2: Author Information

Corresponding Author

Mina Tadrous

Leslie Dan Faculty of Pharmacy, University of Toronto, 144 College St., Toronto ON

mina.tadrous@utoronto.ca

Author Affiliations

Mina Tadrous, PharmD, PhD1-3; Ahmad Shakeri, MSc1; Kaleen N. Hayes, PharmD, PhD4,5; Heather L. Neville, BSc Pharm, MSc6; Joanne Houlihan, BSc Pharm7; Fiona Clement, PhD8,9; Jason R. Guertin, PhD10,11; Michael R. Law, PhD12; Tara Gomes, PhD1,3,13

1 Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada

2 Women’s College Research Institute, Women’s College Hospital, Toronto, Ontario, Canada

3 ICES, Toronto, Ontario, Canada

4 Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada

5 Department of Health Services, Policy, and Practice, School of Public Health, Brown University, Providence, Rhode Island, USA

6 Queen Elizabeth II Health Sciences Centre, Nova Scotia Health Authority, Halifax, Nova Scotia, Canada

7 Nova Scotia Cancer Care Program, Nova Scotia Health Authority, Halifax, Nova Scotia, Canada

8 Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

9 O’Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada

10 Axe Santé des populations et pratiques optimales en santé, Centre de recherche du CHU de Québec-Université Laval, Quebec City, Quebec, Canada

11 Department of Social and Preventive Medicine, Université Laval, Quebec City, Quebec, Canada

12 Centre for Health Services and Policy Research, School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada

13 Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Ontario, Canada

Author Disclosures

Dr. Gomes received salary support through a Canada Research Chair in Drug Policy Research and Evaluation. Dr. Gomes reports grant funding from the Ontario Ministry of Health. Dr. Law received salary support through a Canada Research Chair in Access to Medicines. Dr. Guertin holds a research career award from the Fonds de recherche du Québec–Santé (FRQS) (Award #266460). Dr. Law has consulted for Health Canada, the Health Employees’ Union, and the Conference Board of Canada, and provided expert witness testimony for the Attorney General of Canada and the Federation of Post-Secondary Educators. Dr. Tadrous has consulted for CADTH and Green Shield Canada. Dr. Hayes received doctoral stipend support from the Canadian Institutes of Health Research during the conduct of this work.

Acknowledgements

All authors were involved in the design, interpretation of results, writing, conceptualization of recommendations, and revision of the manuscript. MT was involved in the implementation of the study and had full access to all data in the study, and takes responsibility for the integrity of the data and the accuracy of the data analysis. MT is the guarantor of the content of the manuscript, including the data and analysis.

This research was conducted through a gift of data from IQVIA Canada. The statements, findings, conclusions, views, and opinions contained and expressed in the report are based in part on data obtained under license from IQVIA, Canada Inc. concerning the following information service(s): IQVIA’s Canadian Drugstore and Hospital Purchases Audit, data period January 1, 2001, and December 31, 2020. All Rights Reserved. The statements, findings, conclusions, views, and opinions expressed herein are not necessarily those of IQVIA Canada Inc. or any of its affiliated or subsidiary entities.