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NPJ Primary Care Respiratory Medicine logoLink to NPJ Primary Care Respiratory Medicine
. 2020 Nov 19;30:52. doi: 10.1038/s41533-020-00210-y

Systematic review of clinical effectiveness, components, and delivery of pulmonary rehabilitation in low-resource settings

GM Monsur Habib 1,2, Roberto Rabinovich 3, Kalyani Divgi 4, Salahuddin Ahmed 2,5, Samir Kumar Saha 6, Sally Singh 7, Aftab Uddin 8, Md Nazim Uzzaman 1,2, Hilary Pinnock 2,
PMCID: PMC7677536  PMID: 33214560

Abstract

Pulmonary rehabilitation (PR) is a guideline-recommended multifaceted intervention that improves the physical and psychological well-being of people with chronic respiratory diseases (CRDs), though most of the evidence derives from trials in high-resource settings. In low- and middle-income countries, PR services are under-provided. We aimed to review the effectiveness, components and mode of delivery of PR in low-resource settings. Following Cochrane methodology, we systematically searched (1990 to October 2018; pre-publication update March 2020) MEDLINE, EMBASE, CABI, AMED, PUBMED, and CENTRAL for controlled clinical trials of adults with CRD (including but not restricted to chronic obstructive pulmonary disease) comparing PR with usual care in low-resource settings. After duplicate selection, we extracted data on exercise tolerance, health-related quality of life (HRQoL), breathlessness, included components, and mode of delivery. We used Cochrane risk of bias (RoB) to assess study quality and synthesised data narratively. From 8912 hits, we included 13 studies: 11 were at high RoB; 2 at moderate RoB. PR improved functional exercise capacity in 10 studies, HRQoL in 12, and breathlessness in 9 studies. One of the two studies at moderate RoB showed no benefit. All programmes included exercise training; most provided education, chest physiotherapy, and breathing exercises. Low cost services, adapted to the setting, used limited equipment and typically combined outpatient/centre delivery with a home/community-based service. Multicomponent PR programmes can be delivered in low-resource settings, employing a range of modes of delivery. There is a need for a high-quality trial to confirm the positive findings of these high/moderate RoB studies.

Subject terms: Medical research, Rehabilitation

Introduction

The epidemiological transition from communicable to non-communicable disease (NCD) imposes a ‘double burden’ on low- and middle-income countries (LMICs)1, which continue to combat infectious diseases but are typically not yet ready to manage NCDs including chronic respiratory diseases (CRDs)2. CRDs are common3,4 and disabling57 imposing a substantial burden in LMICs. Poor awareness and insufficient resources810 in terms of infrastructure for diagnosis, availability of essential drugs, skilled health professionals, and overall healthcare priorities5 limit management options11.

Pulmonary rehabilitation (PR) is an effective component of CRD care12. PR is a comprehensive, multidisciplinary, individually tailored intervention designed to overcome the deconditioning induced by CRDs13. The components of PR include, but are not limited to, exercise programmes, chest physiotherapy, education, and supporting self-management and lifestyle change, after optimising the recommended pharmacotherapy1315. PR cost-effectively reduces symptoms, morbidity, hospital admission (and readmission), duration of hospital stay, and emergency medical help and improves functional exercise capacity and health-related quality of life (HRQoL)1620.

However, most of the evidence is generated from high-income countries (HICs) and is disease specific2124 (most commonly chronic obstructive pulmonary disease (COPD)), whereas respiratory disease is often much less differentiated in LMICs. In addition, PR services as developed in HICs may not be deliverable in the same format in LMICs25,26 with substantial differences in resources, awareness, culture, healthcare configuration, and profile of diseases27,28, which may affect overall management strategy. The potential gains to individuals and healthcare economies, however, are large given the burden of disease in LMICs29,30.

Despite well-established effectiveness19,23, PR services are often unavailable even in HICs3133 and uptake (by clinicians and patients) is poor particularly in LMICs and especially in rural communities34. A strategy is needed to elaborate PR programmes that are deliverable and effective in LMICs. We therefore aimed to systematically search the literature to: (1) assess the impact of PR on HRQoL and exercise capacity, when delivered in low-resource settings for people with CRD, (2) identify the components used in effective interventions, and (3) describe the models of care deliverable in low-resource settings.

Results

Study selection

Our systematic review identified 8912 records. We also found an additional 82 records from forward citation. Following the removal of duplicates, 7437 titles and abstracts were screened (Fig. 1). Fifty-six articles were reviewed in full text, with 43 articles excluded. Thirteen articles met the review criteria and were included3547. No additional papers were identified in the pre-publication update. Total recruitment for the study was 661 individuals with CRD. Attrition was reported in 9 studies; 96 (20%) of the 479 subjects dropped out.

Fig. 1. PRISMA flow diagram.

Fig. 1

Flowchart reporting the number of articles identified, screened, excluded and included.

Study participants

Study participants were COPD patients35,3747 of varying degree of severity in all the trials except one which recruited people with pulmonary impairment after TB (PIAT)36. Total number of enrolled participants was 661 of which COPD and PIAT were 83% and 17%, respectively.

Geographical area

The trials were conducted in Turkey (n = 4)35,39,40,43, Brazil (n = 3)37,41,46, India (n = 2)38,47, Egypt (n = 1)42, Iran (n = 1),44 South Africa (n = 1)36, and Venezuela (n = 1)45.

Study settings

Five studies were conducted at hospital outpatient departments3739,43,45 with or without continuation of exercise at home, seven were home-based35,36,40,42,44,46,47 training with or without telephonic/face-to-face monitoring or supervision, and one trial was conducted in a community centre41. Wherever the PR was delivered, all baseline and follow-up data were collected in a hospital/centre setting.

Risk of bias (RoB) assessment

Overall RoB is shown in the first column of Table 1 and detailed in Supplementary Results 1. Almost all studies were at overall high RoB, with only two studies36,39, which concealed randomisation and took steps to avoid other biases, at moderate RoB. Due to the nature of the intervention, blinding of the patients or the personnel delivering the PR was not possible, but only one study explicitly stated that outcome assessment was blind to allocation36. Attrition was a problem or was not clear in all but three studies39,41,46. None of the studies had a published protocol, so selective reporting could not be assessed.

Table 1.

Summary table of included trials with key characteristics, main findings, and interpretation.

Author (year);
Country; Intervention;
Design;
Duration;
Risk of bias (RoB)
Chronic respiratory condition;
Age: Mean (SD);
Inclusion criteria;
Recruited/completed
PR baseline assessment Clinical outcomes
FUNCTIONAL EXERCISE CAPACITY
HEALTH RELATED QUALITY OF LIFE (HRQoL)
BREATHLESSNESS
Comments and conclusion for the harvest plot

de Grass 2014;

South Africa;

6w CHC to home

PR: exercise + education;

RCT: PR vs UC;

FU: 6w;

MODERATE RoB

Post pulmonary TB;

Age: 18–65 years;

Ambulant patient contactable by telephone;

Recruited: 102 (PR = 51, UC = 51);

Analysed: 67 (PR = 33, UC = 34)

Spirometry;

6-MWT;

mBorg;

EQ-5D;

Par-Q

FUNCTIONAL EXERCISE CAPACITY

No between-group difference in 6-MWT (m (SD)): Adjusted: NS

• PR pre: 401.2 (96.1); post: 411.0 (79.8)

• UC pre:340.0 (104.7); post: 356.9 (78.7)

HRQoL not assessed

BREATHLESSNESS

No between-group difference in mBorg mean (SD): Adjusted NS

• PR pre: 10.1 (2.3); post: 10.4 (1.8)

• UC pre: 11.4 (1.6): post: 11.24 (1.5)

Significant difference lost when adjusted for large baseline differences.

Attrition 35%: similar in both groups

FUNCTIONAL EXERCISE CAPACITYa

Illustrated as no significant changes (no effect)

BREATHLESSNESSa

Illustrated as no significant changes (no effect)

Duruturk 2015;

Turkey;

6w Hospital OPD

PR: cycle ergometry training or callisthenic exercises;

Three groups of RCT: PRCycle vs PRCali vs UC

FU: 6w;

MODERATE RoB

Mod/Severe COPD;

Age: PRCycle = 61 years, PRCali = 61 years, vs UC = 64 years

No cCI to PR

Recruited: 47 (PRCycle = 16, vs PRCali = 16, vs UC = 15);

Analysed: 42 (PRCycle = 15, vs PRCali = 14, vs UC = 13)

Spirometry; Cycle ergometry;

FT;

ECG;

mMRC

FUNCTIONAL EXERCISE CAPACITY

PRCycle and PRCali Between-group differenceb in 6-MWT (mean (SD)): p < 0.001

• PRCyclepre: 448.7 (60.9); post: 514.2 (59.3)

• PRCalipre: 395.6 (98.2); post: 482.3 (65.4)

• UC pre: 413.6 (125.8); post: 413.5 (121.8)

HRQoL

PRCycleand PRCali Between-group difference in SGRQ (mean (SD)): p = 0.001

• PRCycle pre: 49.3 (19.6); post: 28.7 (12.9)

• PRCali pre: 49.3 (19.6); post: 26.7 (15.9)

• UC pre: 45.6 (15.0); post: 45.4 (13.7)

BREATHLESSNESS

PRCycleand PRCali

Between-group difference in mMRC (mean (SD)): p < 0.001

• PRCycle pre: 3.3 (0.9); post: 1.8 (0.6)

• PRCali pre: 2.9 (1.0); post: 1.8 (0.8)

• UC pre: 2.6 (0.8); post: 2.7 (0.8)

Three groups, small numbers but minimal attrition

FUNCTIONAL EXERCISE CAPACITYa

Illustrated as a significant positive effect

HRQoLa

Illustrated as a significant positive effect

BREATHLESSNESSa

Illustrated as a significant positive effect

Deepak 2014;

India;

12w Hospital OPD: exercise + education;

RCT: PR vs UC;

FU: 12w;

HIGH RoB

Males recruited 2w post AECOPD;

Age: PR = 58.4 (6.8); UC = 59.4 (6.7);

Recruited: 60 (PR = 30, UC = 30);

Analysed: 56 (PR = 28, UC = 28)

Spirometry;

6-MWT;

mMRC;

SGRQ;

ABG

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD))

• PR pre: 303.1 (84.5); post: 340.5 (86.2); p < 0.001 (improved)

• UC pre: 288.3 (96.1); post: 260.0 (100.2); p < 0.001 (worsened)

HRQoL

Within-group change in SGRQ (mean (SD))

• PR pre: 53.7 (12.9); post: 39.0 (12.9); p < 0.001 (improved)

• UC pre: 57.3 (18.5); post: 62.6 (18.7); p < 0.002 (worsened)

BREATHLESSNESS

Within-group change in mMRC

• PR improved; p < 0.013

• UC not improved; p < 0.102

Minimal attrition. Between-group significance not reported

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (worsened in UC group)

HRQoLb

Illustrated as a significant improvement in PR group (worsened in UC group)

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (not in UC)

Elci 2008;

Turkey;

12w Hospital OPD (+home):

exercise + education;

RCT: PR vs UC;

FU: 4, 8, 12w;

HIGH RoB

Patient with GOLD -defined COPD

Age: PR = 59.7 (8.6); UC = 58.1 (11.5);

Recruited: 78 (PR = 39; UC = 39);

Analysed: NR

Spirometry;

6-MWT;

SGRQ;

mMRC;

HADS;

SF-36

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD))

• PR pre: 312.4 (56.3); post: 328.9 (48.8); p = 0.001 (improved)

• UC pre: 305.1 (54.6); post: 298.2 (52.8); p = 0.001 (worsened)

HRQoL

Between-group difference in SGRQ (mean (SD)); p = 0.001

• PR pre: 60.3 (18.2); post: 45.9 (11.6)

• UC pre: 61.7 (19.9); post: 65.5 (17.4)

BREATHLESSNESS

Within-group change in mMRC (mean (SD));

PR pre: 3.2 (0.6); Post: 2.89 (0.7); p = 0.001 (improved)

UC: not reported

Attrition not reported. Between-group significance for 6-MWT and mMRC not reported

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (worsened in UC)

HRQoLa

Illustrated as a significant positive effect

BREATHLESSNESSb

Insufficient information to estimate the change as the data of UC is not reported

Akinci 2011;

Turkey;

12w Home + tel. support:

exercise + education;

CCT: PR vs UC;

FU: 12w;

HIGH RoB

Clinically stable, severe/very severe COPD; Age: PR = 71.8 (7.8); UC = 65.1 (10.2);

Recruited: 52 (PR = 27; UC = 25);

Analysed: 32 (PR = 16; UC = 16)

Spirometry

6-MWT

SGRQ,

BDI;

ABG

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD)):

• PR pre: 157.9 (64.5); post: 190.3 (65.0); p = 0.001 (improved)

• UC pre: 176.3 (54.9); post: 170.6 (55.4); p = 0.16 (NS)

HRQoL

Within-group change in SGRQ (mean (SD))

• PR pre: 55 (16); post: 37 (13); p = 0.001 (improved)

• UC pre: 45 (18); post: 47 (16); p = 0.06 (NS)

BREATHLESSNESS

Within-group change in BDI (mean (SD))

PR pre: 5.2 (1.6); post: 7.9 (1.5); p = 0.001

UC pre: 6.1 (2.1); post: 5.9 (1.5); p = 0.35

Intervention group worse at baseline. Attrition is approximately 40% in both groups. Between-group significance not reported

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (no significant change in UC)

HRQoLb

Illustrated as a significant improvement in PR group (no significant change in UC)

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (no significant change in UC)

Farias 2014;

Brazil;

8w Local park: exercise + education (hospital);

RCT: PR vs UC;

FU: 8w;

HIGH RoB

COPD patients

Age: PR = 64.6 (10.1); UC = 70.5 (8.1);

Recruited: 38 (PR—19; UC—19);

Analysed: 34 (PR—16; UC—18)

Spirometry

6-MWT;

SGRQ;

BODE index

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD))

• PR pre: 430.0 (80.6); post: 472.0 (72.7) p < 0.05 (improved)

• UC pre: 383 (72.5); post: 331.8 (86.7) p = NS

HRQoL

Within-group change in SGRQ (mean (SD))

• PR pre: 42.8 (SD 14.7); post: 26.4 (SD 7.3) p < 0.05

• UC pre: 55 (17); post: 64.3 (12) p = NS

Text states ‘significantly different intergroup scores after the intervention—but no data

BREATHLESSNESS

Within-group change in MRC (mean (SD))

• PR pre: 2.3 (0.8); post: 2.0 (0.6) (p < 0.05) (improved)

• UC pre: 2.8 (0.9); post: 3.3 (08) NS

PR group was younger, less symptomatic, better baseline 6-MWT. Minimal attrition

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (UC worsened—significance NR)

HRQoLb

Illustrated as a significant positive effect

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (no significant change in UC)

Paz-Diaz 2007;

Venezuela;

8w Hospital OPD;

PR: exercise + education; RCT: PR vs UC;

FU: 8w;

HIGH RoB

Stable, severe COPD;

Age: PR = 67 (5); UC = 62(7);

Recruited: 24 (PR—10; UC—14)

Analysed: NR

Spirometry SGRQ;

MRC;

Beck Depression Inventory

FUNCTIONAL EXERCISE CAPACITY

not assessed

HRQoL

Within-group change in SGRQ (mean (SD))

• PR pre: 58 (13); post: 45 (12); p < 0.001

• UC pre: 55 (16); post: 58 (16); p = NS

BREATHLESSNESS

Within-group change in MRC (mean (SD))

• PR pre: 2.1 (0.5); post: 1 (0.5); p < 0.01

• UC pre: 2.1 (0.6); post: 2.1 (0.5); p = NS

Attrition is not reported. Between-group significance not reported

HRQoLb

Illustrated as a significant improvement in PR group (no significant change in UC)

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (no significant change in UC)

Pradella 2015;

Brazil;

8w (1-w hospital then home)

PR: exercise + education;

RCT: PR vs UC;

FU 8w;

HIGH RoB

GOLD defined COPD;

Age: PR = 62.4 (10.7); UC = 65.3 (8);

Recruited: 50 (PR = 32; UC = 18);

Analysed: 44 (PR = 29; UC = 15)

Spirometry;

6-MWT;

SGRQ

FUNCTIONAL EXERCISE CAPACITY

Between-group difference in 6-MWT (m (SD)); MD 60.2 (95%CI 4.6 to 115.7); p < 0.05

• PR pre: 485.1 (79.6); post: 550.8 (100.7)

• CG pre: 456.5 (71.1); post: 462.1 (101.4)

Between-group difference in ESWT: MD 285.42 (7.1 to 563.8)

• PR pre: 708.4 (364.4); post: 1025.0 (706.2)

• UC pre: 923.7 (588.8); post: 954.9 (572.4)

HRQoL

Between-group difference in SGRQ (mean (SD)); MD 9.7 (−1.0 to −0.1); p < 0.05

• PR pre: 50.3 (20.9); post: 43.6 (18.5)

• UC pre: 49.1 (23.2); post: 52.3 (24.5)

BREATHLESSNESS

Between-group difference in Borg scale (mean (SD)) NS

PR pre: 0.24 (0.6); post: 0.13 (0.4)

UC pre: 0.26 (0.8); post: 0.33 (0.7)

Rehabilitation group had worse lung function

FUNCTIONAL EXERCISE CAPACITYa

Illustrated as consistently a significant positive effect

HRQoLa

Illustrated as a significant positive effect

BREATHLESSNESSa

Illustrated as no significant changes (no effect)

Karapolat 2007;

Turkey;

8w Hospital OPD

PR: exercise + education;

RCT: PR vs UC;

FU: 8w;

HIGH RoB

Stable mild/moderate COPD;

Age: PR = 65.1 (9.4); UC = 66.6 (8.4);

Recruited: 49 (PR = 27; UC = 22);

Analysed: 45 (PR = 26; UC = 19)

Spirometry;

6-MWT;

SGRQ;

ABG;

VAS (Dyspnoea)

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD))

• PR pre: 261.6 (41.5); post: 383.2 (50.4); p < 0.05 (improved)

• UC pre: 226.8 (62.7); post: 241.9 (57.4); NS

HRQoL

Within-group change in SGRQ (mean (SD))

• PR pre: 45.1 (17.8); post: 28.3 (15.2); p < 0.05 (improved)

• UC pre: 50.7 (15.7); post: 47.0 (17.3); NS

BREATHLESSNESS

Within-group change on VAS (mm (SD))

PR pre: 5.9 (2.0); post: 3.1 (1.6); p < 0.05)

UC pre: 5.3 (2.0); post: 5.8 (1.8); p = NS

Five ‘ineligible’ UC participants were excluded after randomisation

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (no significant change in UC)

HRQoLb

Illustrated as a significant improvement in PR group (no significant change in UC)

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (no significant change in UC)

De Souto Araujo 2012;

Brazil;

8w Hospital physio centre

PR: exercise (floor or aquatic based) + education;

Three groups of RCT: PRFl vs PRAq vs UC;

FU: 8w;

HIGH RoB

Stable mod/severe/very severe COPD;

Clinically stable;

Age: PRFl = 56.9 (7.9); PRAq = 62.4 (9.9);

UC = 71.1 (10.1);

Recruited: 42 (PRFl = 14; PRAq = 14; UC = 14);

Analysed: 32 (PRFl = 13; PRAq = 8; UC = 11)

Spirometry;

6-MWT;

SGRQ;

BODE index;

Borg Fatigue score

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD)):

• PRFl pre: 446.5 (114.5); post: 468.8 (106.8); NS

• PRAq pre: 434.6 (121.0); post: 490.9 (137.8); p = 0.02 (improved)

• UC pre: 393.3 (135.1); post:360.7 (129.4); p = 0.02 (worsened)

HRQoL

Within-group change in SGRQ (data NR)

• PRFl p = 0.001

• PRAq p = NS

• UC p = NS

BREATHLESSNESS

Within-group change in MRC (data NR)

• PRFl p = NS

• PRAq p < 0.001 (improved)

• UC p < 0.05 (worsened)

Differential attrition between the groups. Control group was older. Inter-group comparison all NS, but no paired comparisons (PRFl/UC or PRAq/UC). Some data only illustrated graphically

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PRFl group, not in PRAq (no significant change in UC)

HRQoLb

Illustrated as a significant improvement in PRFl group, not in PRAq and UC

BREATHLESSNESSb

Illustrated as a significant improvement in PRAq group, not in PRFG (no significant change in UC)

Ghanem 2010;

Egypt;

8w Home + hospital 2 weekly

PR: exercise + education;

RCT: PR vs UC;

FU: 8w;

HIGH RoB

Mod/severe COPD post admission

Age: PR = 56.9 (11.5); UC = 56.43 (9.03);

Recruited: 39 (PR = 25; UC = 14); Analysed: 39 (PR = 25; UC = 14)

Spirometry;

6-MWT;

CRQ-SAS

FUNCTIONAL EXERCISE CAPACITY

Significant between-group difference in 6-MWT (m (SD)): MD 58.2 ± 11.2 (p < 0.001)

• PR pre: 88.7 (19.1); post: 141.7 (23.1)

• UC pre: 83.8 (15.9); post: 68.6 (32.1)

HRQoL

Between-group significant difference in all CRQ domains (mean (SD))

Fatigue MD 5.3 (1.9–9.8); p = 0.004

• PR pre: 9.8 (2.8); post: 17.4 (5.4)

• UC pre: 11.6 (6.1); post: 13.2 (5.1)

Emotion MD 8.7 (2.5–15); p = 0.008

• PR pre: 22.1 (5.8); post: 33.5 (7.2)

• UC pre: 27.0 (12.6); post: 29.7 (11.4)

BREATHLESSNESS MD 5.5 (3.0–9.0); p = 0.003

• PR pre: 11.8 (5.0); post: 19.6 (5.2)

• UC pre: 12.4 (4.4); post: 13.5 (4.3)

Unclear why uneven numbers in the groups

FUNCTIONAL EXERCISE CAPACITYa

Illustrated as a significant positive effect

HRQoLa

Illustrated as a significant positive effect

BREATHLESSNESSa

Illustrated as a significant positive effect

Mohammadi 2013;

Iran;

8w (1-w in hospital, pre-discharged, then home) PR: exercise + education;

RCT: PR vs UC;

FU: 8w;

HIGH RoB

Mod/severe COPD;

Age: NR (though stated to be similar between groups;

Recruited: 40 (PR = 20; UC = 20);

Analysed: NR

ADL level;

SF-12 QOL;

FSS

FUNCTIONAL EXERCISE CAPACITY

Not measured

HRQoL

Significant between-group difference in SF-12 (mean (SD)); p < 0.001

• PR pre: −21.3 (11.5) post: −14.5 (7.1);

• UC pre: −24.6 (9.2); post: −27.1 (8.5);

BREATHLESSNESS

Not measured

Sample size calculation: 20/group, and 20/group were analysed. No data on number recruited/ attrition

HRQoLa

Illustrated as a significant positive effect

Singh 2003;

India;

4w Hospital then home PR: exercise + education;

RCT: PR vs UC;

FU: 4w;

HIGH RoB

Stable, severe COPD;

Age: 59.3 (6.4);

Recruited: 40 (PR = 20; UC = 20);

Analysed: NR

Spirometry;

6-MWT;

CRQ

FUNCTIONAL EXERCISE CAPACITY

Within-group change in 6-MWT (m (SD))

• PR pre: 261 (113); post: 315 (118); p < 0.001 (improvement)

• UC pre: 257.7 (158); post: 264 (157); NS

HRQoL

a group difference in CRQ (mean (SD)); p < 0.001

• PR pre: 2.9 (0.9); post: 3.8 (0.9) p < 0.001

• UC pre: 3.1(0.8); post: 3.2 (0.8) NS

BREATHLESSNESS

Within-group change in dyspnoea domain of CRQ (mean (SD))

• PR pre: 3.16 (1.0); post: 4.1 (0.9); p < 0.001

• UC pre: 3.5 (0.8; post: 3.6 (0.8)

Baseline characteristics not given but reported as not significantly different. Attrition not reported

FUNCTIONAL EXERCISE CAPACITYb

Illustrated as a significant improvement in PR group (no significant change in UC)

HRQoLb

Illustrated as a significant improvement in PR group (no significant change in UC)

BREATHLESSNESSb

Illustrated as a significant improvement in PR group (no significant change in UC)

aSolid in the harvest plot to show between-group comparison.

bHatched in the harvest plot to show within-group comparison.

CCT controlled clinical trial, CG control group, FG floor group, 6-MWT 6-min walk test, EQ-5D EuroQual Questionnaire, Par-Q Physical Activity Readiness Questionnaire, RoB risk of bias, HRQoL health-related quality of life, SGRQ Saint George Respiratory Questionnaire, cycle ergo cycle ergometry, FT Fitness Test, SF-36 Short Form-36, HADS Hospital Anxiety and Depression Scale, BDI Baseline Dyspnoea Index, ABG arterial blood gas, m metres, MD mean difference, VAS Visual Analogue Scale, NS not significant.

Effectiveness of intervention (Objective 1)

Although 6-min walking test (6-MWT), St George’s Respiratory Questionnaire (SGRQ), and modified Medical Research Council (mMRC) were widely used to assess functional exercise capacity, HRQoL, and breathlessness respectively, only six of the trials presented between-group comparisons36,39,40,42,44,46. The other seven provided within-group differences35,37,38,41,43,45,47. In addition, heterogeneity in terms of mode of intervention, duration, setting, comparator, and baseline measurements confirmed our decision that meta-analysis was not appropriate.

We therefore undertook a narrative synthesis and illustrated functional exercise capacity, HRQoL, and breathless in a harvest plot (Fig. 2). Our interpretation of the study findings and the structured process determining the decisions that underpinned the harvest plot are described in column 5 of Table 1.

Fig. 2. Harvest plot illustrating the impact of pulmonary rehabilitation on functional exercise capacity, health-related quality of life, and breathlessness.

Fig. 2

Each column represents an included study, shaded according to whether it is a RCT (solid shading) or within group comparison (hatched shading). The depth of shading represents study duration of 4-7 weeks (light shading); 8-11 weeks (moderate shading); 12 weeks or more (dark shading). The height of the bars represent the number of patients. The icon on the top of the bars represents the overall risk of bias as high risk of bias (red) or moderate risk of bias (yellow). Within the icon the mode of delivery of the PR is indicated as + (OPD-based); ^ (Home-based) or C (Community-based). The effectiveness of interventions is illustrated with respect to functional exercise capacity, health-related quality of life, and breathlessness in the three tiers of the graph. Studies are positioned according to whether overall the outcomes were positive (i.e., interventions were significantly beneficial), negative (i.e., interventions were significantly harmful), or had no effect. Table 1; Column 5 details how these decisions were reached.

Changes in functional exercise capacity were measured in 11 studies3543,46,47. Significant positive changes were found in 10 studies35,3743,46,47; the exception being one of the two studies at moderate RoB53. HRQoL was measured in 12 studies35,3747; all showing positive changes. Breathlessness was measured in 11 studies3539,4143,4547 of which 9 studies35,3739,4143,45,47 showed significant positive changes and 2 studies (1 at moderate RoB)36,46 showed no changes after intervention. None of the studies reported negative effects after the intervention.

Components of the intervention (Objective 2)

All interventions included exercise and non-exercise components (as per inclusion criteria), though the approach, content, method of delivery, and duration varied. The components are described in Table 1 and their presence are indicated in a matrix in Table 2.

Table 2.

Components of pulmonary rehabilitation from the selected papers.

de Grass 2014 Duruturk 2015 Deepak 2014 Elci 2008 Akinci 2013 Farias 2014 Paz-Diaz 2007 Pradella 2015 Karapolat 2007 de Souto Araujo 2012 Ghanem 2009 Mohannadi 2013 Singh 2003
Exercise programme
Endurance training (including interval training) 13
Resistance/strength training 7
Upper limb exercise 6
Flexibility training 4
Breathing exercises (including IMT) 8
Other components
Pursed-lip breathing 9
Diaphragmatic breathing 7
Knowledge (disease/medication) 10
Skill acquisition (airway clearance, inhaler technique, use of oxygen) 7
Psychological interventions (CBT, relaxation) 4
Coping strategies (pacing, energy conservation) 5
Nutrition 4
Physical activity (Unsupervised exercise) 3
Smoking cessation 2
Self-management 1
Social support (including walking aids) 1
Pharmacological optimisation 2

Endurance training was included in all 13 studies. Other common exercises were upper limb exercise3537,39,45,46 and strength training in seven studies3740,42,43,46 and stretching exercises in four studies39,42,43,45. Although not described in detail, the other common component was breathing exercises included in eight studies35,36,38,4245,47. Along with the exercise, patient education was provided in ten studies35,36,3844,46, and skills (such as inhaler technique and airway clearance) were included in seven studies35,36,39,40,42,43,47. Other components in a minority of studies were social support38, optimisation of pharmacotherapy35,37, nutrition40,4244, coping strategies35,38,40,43,47, psychological intervention35,40,43,46, self-management42, and physical activity interventions43,44,46. Smoking cessation support was reported in only two studies35,44.

Models of care (Objective 3)

We identified three models of PR service in our included studies according to the settings in which they were delivered (see Table 3). Five were based in hospital or rehabilitation centres3739,43,45, and one was based in a community health centre41. Only one was delivered completely at home35 while most home-based programmes36,40,42,44,46,47 provided initial training in the hospital or centre and maintained telephone40,44,46 or face-to-face supervision42,47. The programmes typically lasted 8 weeks (range 4–12), with supervised sessions lasting between 30 and 120 min provided 2 or 3 times per week. Home-based programmes promoted more frequent exercise sessions often supported by telephone or face-to-face contacts. Physiotherapists provided the sessions in six studies36,3841,43, with nurses involved in four studies35,40,42,44. Adherence to the PR course was poorly reported with no details provided about reasons for non-completion.

Table 3.

Models of pulmonary rehabilitation services.

Study Who Where Whom How What (components of PR are described in Table 2)
de Grass 2014

Assessor: physiotherapist

Provider: physiotherapist

Assessment (0, 3, 6 weeks): community health centre

PR: initial training: community health centre, then home

Post-TB patients after active treatment

• PR course: 6 weeks

• Frequency: Daily

• Duration of sessions: NR

Home exercise,

physiotherapy/breathing exercises,

education materials

Duruturk 2015

Assessor: physiotherapist

Provider: physiotherapist

Assessment (0, 6 weeks): hospital

PR: hospital

Moderate/severe/stable COPD patients

• PR course: 6 weeks

• Frequency: 3 times a week

• Duration of sessions: 30 min

Exercise training

Physiotherapy/breathing exercises,

Education session

Deepak 2014

Assessor: NR

Providers: physiotherapist, doctor

Assessment (0, 12 weeks): hospital

PR: hospital

COPD patients 2 weeks after hospital discharge

• PR course: 12 weeks

• Frequency: NR

• Duration of session: 2 h

Exercise training

Physiotherapy/breathing exercises

Education sessions

Psycho-social support

Elci 2008

Assessor: nurse

Providers: physiotherapist, doctor

Assessment (0, 4, 8, 12 weeks): hospital

PRP: hospital (+ home exercises)

Stable COPD patients

• PR course: 12 weeks

• Frequency: 2 times a week

• Duration of sessions: 90 min

Exercise training

Physiotherapy/breathing exercises

Education sessions + materials

Akinci 2011

Assessor: doctor

Provider: nurse trained in PR

Assessment (0, 12 weeks): hospital

PR: home + telephone support

COPD patients

• PR course: 12 weeks

• Frequency: Daily exercise

• Duration of home visits: 90 min

Exercise training + home exercise

Physiotherapy/breathing exercises education sessions

Farias 2014

Assessor: physiotherapist

Provider: physiotherapist

Assessment: (0, 8 weeks): hospital

PR: supervised in local park (education at hospital)

COPD patients

• PR course: 8 weeks

• Frequency: Five times a week

• Duration of exercise sessions: 40–60 min

Exercise: walking in local park

Physiotherapy/breathing exercises Education sessions

Paz-Diaz 2007

Assessor: NR

Provider: NR

Assessment (0, 8 weeks): hospital

PR: hospital

Stable, severe COPD

• PR course: 8 weeks

• Frequency: 3 times per week

• Duration of PR: 60 min

Exercise training

Physiotherapy/breathing exercises

Pradella 2015

Assessor: NR

Provider: NR

Assessment: (0, 8 weeks): rehabilitation centre

PR: 1-week rehabilitation centre, then home + telephone support

COPD patients

• PR course: 8 weeks

• Frequency: 3 times a week

• Duration of sessions: 90 min

Exercise (walking and stairs)

Physiotherapy/breathing exercises

Printed material

Karapolat 2007

Assessor: doctor

Provider: physiotherapist

Assessment (0, 8, 12 weeks): hospital

PR: hospital

Mild, moderate, and severe stable COPD

• PR course: 8 weeks

• Frequency: 3 times a week

• Duration of sessions: 90 min

Exercise,

Physiotherapy/breathing exercises

Education

De Souto Araujo 2012

Assessor: NR

Provider: NR

Assessment: (0, 8 weeks) physiotherapy centre

PR: physiotherapy centre

Moderate, severe, and very severe stable COPD

• PR course: 8 weeks

• Frequency: 3 times a week

• Duration of PR sessions: 90 min

Exercise (floor or pool)

Optimisation of pharmacotherapy

Ghanem 2010

Assessor: doctor, nurses

Provider: pulmonary specialist, nurses

Assessment: (0, 8 weeks); in hospital pre-discharge

PR: home + hospital 2 weekly

Post-exacerbation COPD patients

• PR course: 8 weeks

• Frequency: Every other day

• Duration of sessions: NR

Exercise,

Physiotherapy/breathing exercises

Education

Mohammadi 2013

Assessor: nurse specialist

Provider: nurse at home

Assessment: (0, 8 weeks)

PR: 1-week in hospital pre-discharge then home + telephone alternate days

Post-exacerbation COPD patients

• PR course: 8 weeks

• Frequency: Alternate days;

• Duration of PR sessions: NR

Exercise,

Physiotherapy/breathing exercises

Education (3 1-h sessions)

Singh 2003

Assessor: NR

Provider: NR

Assessment: (0, 4 weeks) hospital

PR: hospital then home + weekly supervision

Stable, severe COPD

• PR course: 4 weeks

• Frequency: Twice a day

• Duration of PR sessions: 30 min

Exercise,

Physiotherapy/breathing exercises

Inexpensive instruments were often used in the studies, which ensured the wide availability and acceptability to the consumers. Lower limb endurance exercise was conducted by walking as opposed to expensive stationary bicycle with upper limb resistance/strength training conducted using home-made weights, such as water bottles. Breathing exercises were done with similar devices that are used in higher resource setting (e.g. incentive spirometers, tri-flow).

Discussion

In summary, our systematic review identified and selected 13 heterogeneous studies from 7 different countries with a total study population of 661 patients. Overall, PR was reported as being effective in terms of improving functional exercise capacity, HRQoL, and breathlessness, though RoB was high in 11 studies. Of the two at moderate RoB, one showed no benefit in any of the outcomes reported36. The exercise programmes typically included endurance, interval, upper limb, and resistance/strength training. The commonest additional components were education to improve knowledge and skill acquisition (e.g. inhaler technique) and strategies for coping with breathlessness. Smoking cessation was provided in only two studies. Most PR services were provided in hospital settings or home based, with some describing adaptations to locally acceptable and deliverable approaches.

The strength of this systematic review is its broad literature search constructed with the help of a senior librarian and informed by Cochrane’s standard search terms for COPD and LMICs. Nevertheless, we may have missed important studies of PR conducted in low-resource settings. Although we did not specifically search for papers in other languages, we were open to including non-English language papers but none were identified in our searches, perhaps because locally conducted studies or articles in local languages are often not published in indexed journals48. We may have missed important information from these studies but lacked resources to extend the search to non-indexed publications and grey literature.

We followed rigorous Cochrane methodology duplicating the selection, data extraction, and quality assessment procedures, but confidence in our findings is limited by the high RoB in most of the studies included. We only included controlled trials because we wanted to assess effectiveness. We acknowledge, however, that in LMICs there are many challenges and barriers such as lack of infrastructure, heterogeneity of resources, and poor health literacy, which discourage clinical trials49,50. Reliable tools for measuring outcomes (e.g. validated questionnaires in local language, well-trained assessors, effective training facilities, etc.) may not be available in low-resource settings reducing accuracy of assessing effectiveness51,52. We did not search for health economic assessments.

All our included studies reported positive outcomes, but the high RoB limits interpretation of this finding. In contrast, the evidence from studies conducted in HICs are mostly at low-to-moderate RoB, so that the Cochrane review was able to conclude confidently that PR was an effective intervention for people with COPD23. It is likely that insufficient resources, training, and facilities in LMICs is responsible for the lack of high-quality trials. This is a gap that NIHR-funded initiatives, such as RESPIRE53, and RECHARGE54 aim to address.

Compared to high-resource settings, under-diagnosis due to lack of awareness of CRD compounded by limited access to diagnostic tools such as spirometry results in a minority of potentially eligible participants being approached to be enrolled in studies. Poor universal health coverage55 and ‘catastrophic’ costs of healthcare56 further limit participation in trials.

The lack of diagnostics means that patients recruited as COPD may in fact have a range of undifferentiated CRDs (e.g. pulmonary impairment after tuberculosis or combined obstructive and restrictive disorder57). While this lack of detailed characterisation may impact on findings, offering PR to people with CRD (regardless of specific diagnosis) may be a more appropriate strategy especially in resource-limited settings.

There was considerable variation in the clinical status of participants, which might affect outcomes. There was considerable range in severity of functional limitation (see Table 1). In addition, some of the patients were stable at enrolment37,39,40,43,45,47 while some had been hospitalised for a recent exacerbation38,42,44.

Exercise training is the cornerstone of PR58 and was an inclusion criterion for the studies in our review. Endurance training was included in all the studies in addition to a range of other modalities as per recognised guidelines. Behavioural changes and continuing physical activities are crucial for maintaining effectiveness of PR59, but these were not reported in any of the studies.

Education on CRD and its treatment was widely provided along with strategies on managing breathlessness, but other components such as self-management support and addressing social care needs were rarely reported, despite evidence of effectiveness in CRDs60. In HICs, smoking is the predominant risk factor and cessation support is seen as essential. Surprisingly, only two of the studies in our review reported a smoking cessation component and none reported avoidance of pollution and indoor biomass exposure, which are also important risk factors in LMICs61,62. The brief descriptions in the papers make it difficult to assess how these and other important educational topics (such as inhaler technique) were addressed.

Models of PR delivery depends on who, where, to whom, and how the service is delivered63. Different models of PR services were described in the included studies reflecting diversity in the healthcare context and access to PR services; individuals’ health literacy; and background beliefs, attitudes, and preferences, as well as practical factors such as availability of transport and capability of payment64. A home-based, inexpensively equipped PR service with minimal attendance at a potentially distant centre may be more suitable model in rural areas with limited resources and poor transport infrastructure65,66. In home-based models, the cost to the patient is minimised, and people have flexibility in how they invest their time6769. Digital technology is a rising paradigm in LMICs, which may be considered in developing a remote model of PR service70.

Our findings have implications for clinical practice and research. Breathlessness is the principal symptom that drives the patients with CRDs to seek medical help71. In LMICs, diagnosis of chronic respiratory symptoms depends on clinical history and physical examination, with limited, or sometimes no, access to spirometry or other investigations72. Poor healthcare coverage may mean that tasks regarded as prerequisites to referral in HICs, such as identifying co-morbidities, optimising pharmacotherapy, and exclusion of contraindications, may need to be a component of PR in LMICs73. The studies included in this review identified some practical solutions to these challenges, but high-quality evidence of the clinical and cost effectiveness of these pragmatic approaches is urgently needed.

In conclusion, recommendations in PR guidelines typically reflect services delivered in high-income settings. Our literature review, although identifying studies with high-to-moderate RoB, highlighted the feasibility of conducting PR in LMICs with positive effects on outcomes such as exercise tolerance, HRQoL, and symptoms improvement. Our findings point to the need for PR services that are effective across a broad range of (potentially poorly differentiated) CRDs, overcoming barriers of cost, distance, and access to healthcare such that they are deliverable and sustainable in low-resource settings with minimal equipment. Only then will the known benefits of PR be available to address the increasing burden of CRDs in LMICs.

Methods

Published review protocol

The review is registered with PROSPERO [ID: CRD42019125326]. The detailed systematic review protocol is published74 with salient points described here. We followed the procedures described in the Cochrane Handbook for Systematic Reviews of Interventions75.

Deviation from published protocol

We planned to use Grading of Recommendations Assessment Development and Evaluation (GRADE76) approach to rate the quality of evidence for primary outcomes and the important secondary outcomes; however, there was substantial missing information in the papers, so we were unable to apply the GRADE approach (see Supplementary Results 2 for our limited GRADE exercise).

Search strategy

Table 4 gives details of the search strategy developed to detect randomised controlled trials (RCTs) and controlled clinical trials of ‘Pulmonary Rehabilitation’ AND ‘COPD or other CRD’ AND ‘LMIC or low-resource settings’ from 1990 (when global COPD guidelines first recommended PR77) to November 2018 with no language restrictions. We searched MEDLINE (Supplementary Methods 1) EMBASE, Global Health (CABI), AMED, PubMed, and the Cochrane Database of Controlled Trials (CENTRAL). We did not undertake hand searching as we found no journal that regularly published PR papers in LMICs. Additionally, we conducted forward citations of the included articles. We used EndNote for overall data management.

Table 4.

PICOS search strategy.

PICOS Description, inclusion/exclusion criteria Operational rules
Population

Adults with CRDs. Comorbidity was not an exclusion criterion.

No age restrictions

Any CRD (COPD, post TB, remodelled asthma, bronchiectasis, interstitial lung disease) or poorly differentiated respiratory conditions that cause chronic symptoms. We excluded studies that included non-respiratory causes for symptoms
Intervention Pulmonary rehabilitation (PR), which comprised both exercise AND at least one non-exercise component

Non-exercise components included recognised PR interventions, such as patient education, breathing exercises, energy conservation training, self-management skill development

We included optimisation of pharmacotherapy as a component because in low-resource settings this may not be accessed/provided elsewhere

Comparison Population who are not given PR Individuals received usual care as normal in the setting
Outcomes

Primary outcomes:

• Functional exercise capacity

• Health-related quality of life (HRQoL)

Secondary outcomes:

• Symptom control

• Psychological status

• Uptake of the service, completion rates

• Adverse effects

Validated instruments considered:

Functional exercise capacity: 6-Minute Walk Test, Endurance Shuttle Walking Test

HRQoL: SGRQ, CRQ, SF-36, SF-12, EQ-5D

Symptom control: mMRC, Borg scale

Psychological status: HADS, PHQ-9, STAI, Beck Inventory test

Non-validated instruments were extracted, but evidence noted as being less reliable

Setting

Low-resource settings

Typically characterised by a lack of funds leading to:

• Limited access to medication, equipment

• Poorly developed infrastructure

• Few trained personnel

• Limited access to routine care

In practice, this decision was normally based on the World Bank category of a LMIC country at the time of the study. However, while low resource settings were usually in LMICs, PR delivered in a well-resourced context (e.g. a tertiary care hospital) in an LMIC would be excluded, and interventions in HICs might be included if the context was low resource (e.g. remote, deprived community)
Study designs Randomised controlled trials (RCTs); clinical controlled trials We excluded studies that did not have a control group

SGRQ St Georges Respiratory Questionnaire, CRQ Chronic Respiratory Questionnaire, SF-36 Short Form-36, SF-12 Short Form-12, EQ-5D EuroQol Five Dimension, mMRC modified Medical Research Council, HADS Hospital Anxiety and Depression Scale, PHQ-9 Patient Health Questionnaire-9, STAI State-Trait Anxiety Inventory.

The searches were completed on 28 October 2018, with a pre-publication update on 8 March 2020 using the ‘efficient and effective’ approach78 of forward citation using Google Scholar, of all included papers, and the Cochrane review23.

Selection process

Details of inclusion and exclusion criteria and definitions used are in Table 4. In summary, we undertook a duplicate selection process using rules for operationalising the inclusion/exclusion criteria (see protocol for details74). Two trained reviewers (G.M.M.H. and M.N.U.) independently screened titles and abstracts, then full-text papers (G.M.M.H., M.N.U., and K.D.). Disagreements were resolved by discussion, involving H.P. and R.R. or the wider team as necessary. We reported the process in a PRISMA flow diagram (Fig. 1)79.

Outcome measurement

Our primary outcomes were between-group difference in functional exercise capacity (e.g. 6-MWT8082) and HRQoL (e.g. SGRQ83,84). We also included breathlessness (e.g. mMRC Dyspnoea score85). These are defined, and secondary outcomes are described in Table 4.

Data extraction and RoB

Two reviewers (G.M.M.H. and M.N.U. and checked by H.P.) extracted data on a piloted data extraction form (Supplementary Methods 2) based on the Cochrane Effective Practice and Organisation of Care guidance86; G.M.M.H. and M.N.U. (checked by H.P.) independently assessed the methodological quality of all the included studies according to the Cochrane RoB tool75.

Data analysis

The analysis addressed our three objectives:

  1. Effectiveness of PR in low-resource settings: On the basis of our initial scoping, we anticipated that our included studies would have substantial clinical, methodological, and statistical heterogeneity, and meta-analysis would not be appropriate. We, therefore, conducted a narrative synthesis illustrating the key outcomes on a harvest plot87,88. In order to ensure transparency of interpretation, the decisions that underpinned the harvest plot are described in Table 1: column 5.

  2. Components used in effective studies: We identified the components that are described in internationally recognised guidelines13,15,89 using categories from the American Thoracic Society/European Respiratory Society task force report13, British Thoracic Society guidelines for PR15, and Lung Foundation of Australia90. We then constructed a matrix with the components used in the (effective and ineffective) studies.

  3. Models of care used in the PR interventions: We described the models of care used, including PR providers and (if specified) their training, venue and equipment available, number and frequency of training sessions, use of telehealth, and strategies for sustainability.

Supplementary information

Supplementary Information (379.3KB, pdf)

Acknowledgements

We acknowledge the contribution of Marshall Dozier, academic librarian of The University of Edinburgh, in helping develop the search strategy. We also acknowledge the logistic support provided by Sebastien George, Postgraduate Research Administrator, Usher Institute of The University of Edinburgh. G.M.M.H. and S.A. are supported by PhD studentships from the NIHR Global Health Research Unit on Respiratory Health (RESPIRE) and M.N.U. is a RESPIRE Fellow. RESPIRE is funded by the National Institute of Health Research using the Official Development Assistance (ODA) funding. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR, or the Department of Health and Social Care. The RESPIRE collaboration comprises the UK Grant holders, Partners, and research teams as listed on the RESPIRE website (www.ed.ac.uk/usher/respire), including Moira Whyte, Steve Cunningham, Li Ping Wong, Aisha Holloway, Osman Yusuf, Sanjay Juvekar, Andrew Morris, Colin Simpson, Sian Williams, Ehsan Rahman, Saturnino Luz, Tabish Hazir, Aziz Sheikh, and Harry Campbell.

Author contributions

G.M.M.H. conceived the idea of reviewing pulmonary rehabilitation in low-resource settings, and H.P. and R.R. supported protocol development. G.M.M.H. and M.N.U. with K.D. and S.A. completed screening, data extraction, risk of bias assessment, and data analysis. All authors contributed to interpretation of findings. G.M.M.H. drafted the first version of the manuscript with help from M.N.U. and supervised by H.P. and R.R. All authors read and approved the final manuscript.

Date availability

Data sharing is not applicable as no data sets were produced during this study. The data that support the findings of this systematic review are all available in the published papers.

Competing interests

Neither the funder nor the sponsor (University of Edinburgh) contributed to protocol development. G.M.M.H. owns a pulmonary rehabilitation clinic in Bangladesh. All other authors declare no competing interests.

Footnotes

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary information is available for this paper at 10.1038/s41533-020-00210-y.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Information (379.3KB, pdf)

Data Availability Statement

Data sharing is not applicable as no data sets were produced during this study. The data that support the findings of this systematic review are all available in the published papers.


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