The utility of low-cost negative pressure wound therapy in Cameroon
Lahin Amlani, Henry Ndasi, Ghislain Aminake, Xavier Penda, Serge Timam, Aron Lechtig, Christina Barau Dejean, Kiran Agarwal-Harding
Corresponding author: Kiran Agarwal-Harding, Harvard Global Orthopaedics Collaborative, Boston, Massachusetts, United States of America
Received: 21 Mar 2023 - Accepted: 18 Jun 2024 - Published: 05 Aug 2024
Domain: Global health,Orthopedic surgery,Surgical Sciences
Keywords: Orthopaedics, surgery, trauma, health system development, medical device
©Lahin Amlani et al. Pan African Medical Journal (ISSN: 1937-8688). This is an Open Access article distributed under the terms of the Creative Commons Attribution International 4.0 License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Cite this article: Lahin Amlani et al. The utility of low-cost negative pressure wound therapy in Cameroon. Pan African Medical Journal. 2024;48:151. [doi: 10.11604/pamj.2024.48.151.39732]
Available online at: https://www.panafrican-med-journal.com//content/article/48/151/full
The utility of low-cost negative pressure wound therapy in Cameroon
Lahin Amlani1,2, Henry Ndasi3, Ghislain Aminake3, Xavier Penda3, Serge Timam3, Aron Lechtig1,4, Christina Barau Dejean5, Kiran Agarwal-Harding1,6,&
&Corresponding author
Musculoskeletal injuries are common in Cameroon. Negative pressure wound therapy (NPWT) can effectively manage complex wounds including open fractures, however high cost and unavailability prevent its widespread use. We sought to evaluate the feasibility and efficacy in Cameroon of a low-cost NPWT (LCNPWT) device built from an aquarium pump costing less than $100. We performed a prospective case series including all patients with musculoskeletal injuries managed with LCNPWT at Baptist Hospital Mutengene, Mutengene, Cameroon from 15th March 2021 to 15th March 2022. Patient demographics, wound characteristics, and wound photographs were collected at intake and at each dressing change (performed every 3 days). All treatment was provided inpatient, and outcomes were recorded at hospital discharge. Forty-one patients (mean age 40 years, 58% male) received LCNPWT. The most common injury mechanisms were road traffic-related accidents (n=16, 42%) and gunshots (n=8, 21%). Wound characteristics were recorded for 38 patients of which 24 (63%) had infected wounds and 3 were bacteremic (13%) on presentation. All patients received antibiotics. The average duration of LCNPWT was 5.9 days (standard deviation 3.1 days). For 15 patients with documented outcome data, LCNPWT was successful in achieving wound closure in 12 (80%). Five patients failed limb salvage, with 4 receiving amputations and 1 dying during hospitalization. Eighty-three percent of providers (15 providers) reported LCNPWT as beneficial in managing wounds. Low-cost NPWT device was effective for managing contaminated and complex wounds in a resource-limited setting.
Trauma is a leading cause of mortality worldwide, greater than HIV/AIDS, tuberculosis, and malaria combined [1]. Death from trauma is disproportionately high and rising in low- and middle-income countries (LMICs) [2]. For every trauma-related death, many more suffer from morbidity and disability [3]. Cameroon is a lower-middle-income country located along the Atlantic coast of sub-Saharan Africa with a population of 25 million people [4]. Cameroon has the 23rd highest road traffic mortality rate worldwide at 30 per 100,000 people [4]. Moreover, sectarian conflict and violence between anglophone separatist fighters and the government military in Western Cameroon, and between Boko Haram and counter-insurgency government forces in Northern Cameroon have increased the burden of trauma [5].
Negative pressure wound therapy (NPWT) has been widely accepted as adjuvant therapy across surgical subspecialties in the management of acute and chronic wounds of both adults and children [6]. In LMICs, the high costs associated with NPWT devices present a significant barrier to their use. In Cameroon where healthcare financing is out of pocket and the availability of NPWT devices is lacking, the feasibility and efficacy of affordable NPWT is unknown. Previous studies have shown the efficacy of low-cost NPWT devices in Haiti, the Philippines, and Brazil [7-9]. In a multinational collaboration between colleagues in Haiti, Cameroon, and the United States of America, we designed a modified low-cost NPWT (LCNPWT) suction pump based on the Turtle Vac described by Dejean et al. [7]. Similar to the Aquapump design described by Cocjin et al. [8], the LCNPWT device used in this study was made from an aquarium aerator pump (Tetra Whisper 100) powered by 110V AC, a pressure gauge, and a bleed valve to regulate pressure. Costing less than 100 USD in supplies, the LCNPWT device is a fraction of the cost of commercially available NPWT pumps, like the Wound VAC® by KCI/3M which costs $40,000 [10]. It can accommodate standard medical suction tubing and a variety of suction canisters. Wound dressings are typically made by using sterile gauze or sterilized locally available sponge material to fill the wound defect; and nonsterile 3M™ Ioban™ dressing, 3M™ Tegaderm™ dressing, or similar plastic adhesive film dressing to seal the wound. We sought to evaluate the feasibility and efficacy of LCNPWT in the resource-limited setting of Cameroon.
Study setting and population: we performed a prospective case series from March 2021 to March 2022 at Baptist Hospital Mutengene, Mutengene, Cameroon. Patients were prospectively identified as candidates for NPWT and enrolled in the study by their treating orthopaedic surgeon. Full discretion regarding patient selection was left to Cameroonian surgeons to allow for seamless workflow integration and a better understanding of current provider decision-making processes in this low-resource setting. Low-cost NPWT (LCNPWT) was only offered to patients admitted as inpatients to standardize care and ensure consistent NPWT use. Patients were excluded from the study if they were not able to remain in the hospital for the duration of treatment; if amputation of the injured extremity was planned within 2 weeks of presentation; if the patient had known vasculopathies, autoimmune, or connective tissue disease; or the patient had a vasopressor requirement.
Treatment technique: wounds were first debrided and necrotic tissue was removed until actively bleeding tissues were seen. The wound was then measured and pre-LCNPWT photos were taken (Figure 1, Figure 2). A sterile wound sponge or gauze was placed to cover the entirety of the wound and the wound was then sealed with Ioban™, Tegaderm™, or a locally available equivalent plastic film dressing. A surgical suction tube was perforated with 2-3 holes approximately 1 cm apart along the same surface and inserted into the dressing through a perforation in the plastic film. Small strips of plastic film (approximately 5 x 7 cm) were used to reinforce the dressing around the tube to create an airtight seal. The tube was attached to a standard medical suction canister, then the suction canister was connected with standard suction tubing to the LCNPWT device. Following full assembly of the LCNPWT dressing, the LCNPWT device was plugged in, the sponge in the wound deflated, and the pressure gauge began to show negative pressure. Care was taken to ensure that pressure never exceeded -125 mm Hg. The patients were then transferred to the wards and any leaks in the seal were reinforced with plastic film dressing or tape at the bedside. Suction canisters were exchanged as needed to manage fluids. Dressings were changed every 3 days with new gauze/foam and plastic film applied, often with wound irrigation and debridement.
Data collection methods and analysis: following informed consent, patients were enrolled in the study and the treating surgeon recorded patient demographics, injury information, and wound characteristics. We photographed the wounds prior to the application of LCNPWT and recorded the supplies used, suction achieved, and the next scheduled dressing change. At each dressing change, we recorded the wound characteristics, photographed the wound, described the exudate, and recorded the suction achieved after dressing and any problems with the LCNPWT application. At the completion of treatment, we recorded the final outcome and any complications, including lack of granulation tissue formation, systemic infection, sepsis at any point during therapy, amputation, or any other reason for the failure of LCNPWT. Ethical approval for this study was provided by the Institutional Review Board (IRB) of the Cameroon Baptist Convention Health Services, and the Beth Israel Deaconess Medical Center Committee on Clinical Investigations gave approval for analysis of the de-identified dataset.
Forty-one patients were enrolled in the study, the median age was 40 (standard deviation, SD ± 14), and 58% were male. Seventeen (44%) patients were farmers, 5 (13%) were students, 4 (11%) were businesspeople, 4 (11%) were housewives, 3 (8%) were drivers, and 5 (13%) had some other occupation. The most common comorbidity among patients was alcohol consumption (23 patients, 60%), followed by smoking in the last 6 months (5 patients, 13%), diabetes (4 patients, 11%), and recreational drug use (3 patients, 26%). Ten (26%) patients had other medical conditions (Annex 1). The median travel time from home to the hospital was 2 hours (interquartile range (IQR) 1-4 hours). Patients presented to the hospital an average of 2 days (IQR 0-6 days) after injury (Table 1).
Road traffic injuries were the most common mechanism of injury (16 patients, 42%), followed by gunshot injuries (8 patients, 21%), fall from height (3 patients, 8%), and stabbing (1 patient, 3%). Ten (26%) patients had some other mechanism of injury (Appendix 1). Injuries to the lower extremity were most common (35 patients, 92%), specifically the leg (16 patients, 42%), foot (7 patients, 18%), and pelvis (4 patients, 11). Most wounds were reported as infected (24 patients, 63%) by the treating providers, though no cultures were obtained. Thirty-six (95%) patients were given broad-spectrum antibiotics. Three (13%) patients were bacteremic on presentation. The median suction achieved after dressings were applied was 89 mmHg (IQR 76-102 mmHg). Three (19%) patients required serial irrigation and debridement. The median length of LCNPWT was 6 days (IQR 3-7 days) (Table 2).
Out of 53 dressing changes recorded, wound margins had improved in 47 (89%), were the same for 5 (9%), and worse for 1 (2%). Figure 1 and Figure 2 show representative wound progression during LCNPWT. Of 15 patients whose outcomes were recorded, 12 (80%) achieved wound closure of which 6 patients received skin grafting (Table 3). Four patients failed limb salvage and required amputation, and one patient died. Figure 1 displays a representative case from the case series, a wound on the dorsal right hand at 3 stages of management: immediately post debridement (Figure 1A), following the use of LCNPWT (Figure 1B), and following flap coverage (Figure 1C). Figure 2 shows representative wound progression during LCNPWT. Figure 2 shows another representative case of a wound on the medial aspect of the thigh at 4 stages of management: immediately post debridement (Figure 2A), after first LCNPWT application for 3 days (Figure 2B), after second application of LCNPWT with measurable decrease in wound size and further wound healing (Figure 2C), and after final 3-day application of LCNPWT with a notably smaller wound and healthy granulation tissue that was primarily closed (Figure 2D).
Among the four patients who received amputation, 2 patients (50%) had diabetes, 1 patient (25%) used recreational drugs, and 1 patient (25%) had hypertension. One patient suffered from a gunshot wound (25%), one patient (25%) was stabbed, and 2 patients (50%) had an unknown source of injury. All four patients suffered severe wounds on the leg and refused primary amputation, though it was recommended to all four patients at the initial presentation. Low-cost NPWT (LCNPWT) was applied in an attempt at limb salvage but ultimately failed.
One patient, a 34-year-old male with hypertension, heart failure, and Cushing syndrome was treated with LCNPWT for wounds sustained to his back, abdomen, and gluteal muscles. Providers reported the NPWT was not effective in managing this patient´s wounds. The patient passed away one month after admission to the hospital.
During 51 dressing changes in which providers gave feedback regarding LCNPWT, providers reported problems with the LCNPWT system on 11 (22%) occasions. The most common problem was achieving adequate seal which occurred during 9 (18%) dressing changes. Low-cost NPWT (LCNPWT) device and suction canister were reported to cause problems during 3 (6%) and 2 (4%) dressing changes, respectively. Of the 18 patients for whom treatment completion data were recorded, providers reported that LCNPWT was effective in wound management for 15 (83%) patients.
Negative pressure wound therapy (NPWT) is a proven, effective adjuvant therapy in the management of wounds and open fractures [6]. In resource-limited settings like Cameroon, NPWT is unavailable because of the high cost of the devices and supplies. Low-cost methods of NPWT have been previously described using an aquarium pump and wall suction pressure stabilizer [7-9]. Therefore, our prospective case series sought to determine the feasibility and efficacy of low-cost NPWT in Cameroon, as well as identify the challenges with its use. We found that NPWT was primarily used in the management of lower extremity injuries and was an effective adjuvant treatment in the management of most wounds and open fractures according to providers. However, the median suction achieved was considerably lower than the established standard of care (-125 mmHg), and providers reported challenges with NPWT use mainly due to leaks in the dressing and inadequate single-use supplies.
Negative pressure wound therapy (NPWT) has demonstrated faster healing rates compared to conventional dressings [11]. Previous studies have shown the efficacy of commercially available NPWT systems in reducing complications from acute and chronic wounds [12,13]. NPWT promotes wound healing by providing a moist wound bed, reducing edema, removing healing inhibitors, increasing blood flow, promoting granulation tissue, controlling mechanical stress in the wound bed, and promoting cell proliferation [13]. NPWT can be used for wounds of any size, though it is contraindicated for critically ischemic wounds [13]. The high cost of NPWT devices and single-use, proprietary supplies has made NPWT inaccessible to many in low-resource settings. Multiple groups have demonstrated effective low-cost NPWT devices. Barau Dejean et al. documented the efficacy of the “Turtle VAC” in three patients in Haiti [7]. Cocjin et al. showed their AquaVAC to be non-inferior to commercially available NPWT in a series of 36 patients in the Phillipines [8]. Similarly, a custom, wall-mounted NPWT device (USP) was shown to be non-inferior in a randomized control trial of 72 patients in Sao Paulo, Brazil [9]. Our LCNPWT device was an effective adjuvant treatment in the management of acute and chronic wounds in Cameroon. Four patients in our series failed limb salvage and received amputation, and one patient expired, likely due to many additional chronic and acute comorbid conditions.
Limitations: while we found LCNPWT to be effective, many challenges remained. First, the most common challenge reported using LCNPWT was difficulty achieving an adequate seal in the dressing. Locally available plastic film was used to create a seal around the wound, and 64% of issues with LCNPWT usage were caused from inadequate adhesive properties of this material. This challenge was overcome by using a medical-grade adhesive dressing in some cases, though this dressing material was considerably more expensive and was available only through external donations to the study sites. A consistent supply of medical-grade adhesive dressing should be further explored and will require the identification of low-cost adhesive dressing manufacturers and the establishment of a reliable supply chain. Alternatively, leaks in the dressing could be overcome by increasing the suction force of the pump. The LCNPWT devices used in this study had a maximum suction of approximately -200 mmHg (depending on the individual device), however, the leaks in the dressing meant that average suction remained below the standard -125 mmHg. Low-cost NPWT (LCNPWT) devices could be developed to achieve a higher maximum suction with pressure monitoring and adjustment to ensure that pressure is below -125 mmHg to avoid barotrauma. Second, although LCNPWT is low-cost, it remains cost-prohibitive for the poorest patients and hospitals. Donations and innovative business models that can sustainably finance LCNWPT are necessary for the poorest populations. Third, LCNPWT durability was not evaluated in this study. No failures of LCNPWT pumps were reported, and at the time of this writing, all pumps were still operational. However, the full lifecycle of the LCNPWT pump has not been established. Fourth, LCNWPT devices were built with aquarium pumps optimized for 110V power input. However, in some areas, only 220V was available which necessitated the use of converters that reduced the suction power of the pumps. There is a need for LCNPWT devices compatible with variable voltage inputs, including 220V, and durable enough to withstand voltage and current fluctuations which are common in many resource-limited settings [14]. Fifth, LCNWPT requires a consistent power source and could therefore only be used in the inpatient setting. Recently, battery-powered ultraportable NPWT devices have been introduced in high-income settings. These battery-powered devices have discrete dimensions and are easily transported. However, these devices can be limited in their suction capacity (some devices have a maximum suction of -80 mmHg), can only treat small, moderate wounds, and most only function for 7 to 15 days [15,16]. Mechanical pump devices require excellent dressing seals to maintain suction, which is challenging in most complex orthopaedic injuries which are often large and require dressings around external fixator pins [17]. Further development and cost-reduction are required before these devices can be considered as a pragmatic option as therapy for orthopaedic trauma in low-resources settings.
A major limitation of this study was many patients had incomplete paper data collection forms which, may have altered the results of the study. Moreover, our data were collected at one hospital in Cameroon and the results may not be generalizable to other hospitals in Cameroon or other countries. However, we do believe that the high burden of traumatic injuries and limited access to modern surgical tools observed in this study closely resembles the situation in many resource-limited hospitals in LMICs [1,18-20].
Despite its limitations, this study demonstrates the feasibility and efficacy of low-cost NPWT in a resource-limited setting like Cameroon. NPWT is an important temporizing and adjuvant treatment for patients with acute and chronic complex wounds and open fractures. Unfortunately, this technology is unavailable to many of the world´s poorest patients, who often suffer the highest incidence of trauma. In Cameroon, as shown elsewhere, NPWT can be effective and affordable but challenges persist. Many LCNPWT pumps have been described, and to be effective in the resource-limited setting, they must be durable, effective, and safe, with adjustable suction to accommodate for leaks in the dressing and the ability to handle variable voltages and currents. Low-cost NPWT (LCNPWT) also requires a sustainable supply of effective dressing materials and a standardized method of treatment. Future implementation of LCNPWT in LMICs should emphasize the development of a system of care that incorporates the pump, dressings, staff training, and outcome measurement. Frugal innovation with the poorest patients in mind has enormous potential to lower the barriers to essential trauma care but must be approached systematically, with the goal of demonstrating safety, efficacy, affordability, and sustainability.
What is known about this topic
- Negative pressure wound therapy (NPWT) is a safe, effective adjuvant treatment for the management of acute and chronic wounds in adults and children;
- Due to high costs, NPWT is unavailable to many living in low-resource settings;
- Previous low-cost negative pressure wound therapy devices have shown efficacy in a limited number of patients.
What this study adds
- Our LCNPWT device was clinically effective and affordable at USD $100 in a low-resource setting such as Cameroon;
- Achieving adequate suction due to leaks in the dressings for complex wounds remains a challenge for LCNPWT, with affordable solutions.
The authors declare no competing interests.
Study design and conceptualization: Lahin Amlani, Henry Ndasi, Christina Barau Dejean, Aron Lechtig, and Kiran Agarwal-Harding; data collection was supervised by Henry Ndasi; data collection was performed by Henry Ndasi, Ghislain Aminake, Xavier Penda, and Serge Timam; analyses and data interpretation was carried out by Lahin Amlani, Henry Ndasi, and Kiran Agarwal-Harding; Lahin Amlani drafted the initial copy of the manuscript; Henry Ndasi and Kiran Agarwal-Harding supervised data analysis and interpretation; Henry Ndasi and Lahin Amlani are co-first authors. All the authors read and approved the final version of this manuscript.
The authors thank the staff of Baptist Hospital Mutengene, for their support and assistance with this project. The authors also express special thanks to the patients and their families who participated in this study.
Table 1: demographic characteristics of study participants, enrolled for management of wounds with LCNPWT at Baptist Hospital Mutengene, Cameroon, March 2021 to March 2022 (N=41)
Table 2: wound characteristics, location, and dressing change data of study participants, enrolled for management of wounds with LCNPWT at Baptist Hospital Mutengene, Cameroon, March 2021 to March 2022 (N=41)
Table 3: wound outcome, patient outcome, and LCNPWT challenges reported for study participants, at Baptist Hospital Mutengene, Cameroon, March 2021 to March 2022 (N=41)
Figure 1: representative case of a dorsal hand wound at 3 stages of management: before (A) after LCNPWT (B), and after flap coverage for definitive closure (C)
Figure 2: the representative case of a medial thigh wound at 4 stages of management with LCNPWT: before (A) and after three rounds of LCNPWT (B,C,D) with the sequential reduction in wound size, healthy granulation tissue, allowing eventual primary closure
Annex 1: any other medical conditions (PDF-62 KB)
- Agarwal-Harding KJ, von Keudell A, Zirkle LG, Meara JG, Dyer GS. Understanding and Addressing the Global Need for Orthopaedic Trauma Care. J Bone Joint Surg Am. 2016 Nov 2;98(21):1844-1853. PubMed | Google Scholar
- Chandran A, Hyder AA, Peek-Asa C. The global burden of unintentional injuries and anagenda for progress. Epidemiol Rev. 2010;32(1):110-20. PubMed | Google Scholar
- Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M et al. Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012 Dec 15;380(9859):2163-96. PubMed | Google Scholar
- World Bank Group. World Bank Open Data: Free and open access to global development data. 2020. Accessed on 21st March 2023.
- Human Rights Watch. World Report 2022: Cameroon. Accessed 9th December 2022.
- Capobianco CM, Zgonis T. An overview of negative pressure wound therapy for the lower extremity. Clin Podiatr Med Surg. 2009 Oct;26(4):619-31. PubMed | Google Scholar
- Barau Dejean JMC, Pean JTM, Ottesen TD, Woolley PM, Qudsi RA, Dyer GSM. Advantages of a New Low-Cost Negative Pressure Wound Therapy Using the "Turtle VAC": A Case Series. JBJS Case Connect. 2021 Apr 15;11(2). PubMed | Google Scholar
- Cocjin HGB, Jingco JKP, Tumaneng FDC, Coruña JMR. Wound-Healing Following Negative-Pressure Wound Therapy with Use of a Locally Developed AquaVac System as Compared with the Vacuum-Assisted Closure (VAC) System. J Bone Joint Surg Am. 2019 Nov 20;101(22):1990-1998. PubMed | Google Scholar
- Kamamoto F, Lima ALM, Rezende MR, Mattar-Junior R, Leonhardt MC, Kojima KE et al. A new low-cost negative-pressure wound therapy versus a commercially available therapy device widely used to treat complex traumatic injuries: a prospective, randomized, non-inferiority trial. Clinics (Sao Paulo). 2017;72(12):737-42. PubMed | Google Scholar
- 3M™ V.A.C.® Therapy. 3M™ V.A.C.® Therapy: Designed for mobile patients. Accessed on 21st March 2023.
- Othman D. Negative pressure wound therapy literature review of efficacy, cost effectiveness, and impact on patients' quality of life in chronic wound management and its implementation in the United kingdom. Plast Surg Int. 2012;2012:374398. PubMed | Google Scholar
- Stannard JP, Robinson JT, Anderson ER, McGwin G Jr, Volgas DA, Alonso JE. Negative pressure wound therapy to treat hematomas and surgical incisions following high-energy trauma. J Trauma. 2006 Jun;60(6):1301-6. PubMed | Google Scholar
- Meloni M, Izzo V, Vainieri E, Giurato L, Ruotolo V, Uccioli L. Management of negative pressure wound therapy in the treatment of diabetic foot ulcers. World J Orthop. 2015 May 18;6(4):387-93. PubMed | Google Scholar
- Chawla S, Kurani S, Wren SM, Stewart B, Burnham G, Kushner A et al. Electricity and generator availability in LMIC hospitals: improving access to safe surgery. J Surg Res. 2018 Mar;223:136-141. PubMed | Google Scholar
- Cuomo R, Grimaldi L, Nisi G, Zerini I, Giardino FR, Brandi C. Ultraportable Devices for Negative Pressure Wound Therapy: First Comparative Analysis. J Invest Surg. 2021 Mar;34(3):335-343. PubMed | Google Scholar
- Zurovcik DR, Mody GN, Riviello R, Slocum A. Simplified Negative Pressure Wound Therapy Device for Application in Low-Resource Settings. J Orthop Trauma. 2015 Oct;29 Suppl 10(0 10):S33-6. PubMed | Google Scholar
- Hudson DA, Adams KG, Van Huyssteen A, Martin R, Huddleston EM. Simplified negative pressure wound therapy: clinical evaluation of an ultraportable, no-canister system. Int Wound J. 2015 Apr;12(2):195-201. PubMed | Google Scholar
- Mlinde E, Amlani LM, May CJ, Banza LN, Chokotho L, Agarwal-Harding KJ. Outcomes of Nonoperatively Treated Pediatric Supracondylar Humeral Fractures at the Nkhotakota District Hospital, Malawi. JB JS Open Access. 2021 Aug 11;6(3):e21.00011. PubMed | Google Scholar
- Ologunde R, Maruthappu M, Shanmugarajah K, Shalhoub J. Surgical care in low and middle-income countries: burden and barriers. Int J Surg. 2014;12(8):858-63. PubMed | Google Scholar
- Velin L, Lantz A, Ameh EA, Roy N, Jumbam DT, Williams O et al. Systematic review of low-income and middle-income country perceptions of visiting surgical teams from high-income countries. BMJ Glob Health. 2022 Apr;7(4):e008791. PubMed | Google Scholar