Real-time virtual supports improving health equity and access in British Columbia.

In British Columbia (BC) and across the territories of over 200 First Nations and 39 Métis Nation Chartered communities, the COVID-19 pandemic catalyzed a group of partner organizations to rapidly establish seven virtual care pathways under the Real-Time Virtual Support (RTVS) network. They aimed to address inequitable access and multiple barriers to healthcare faced by rural, remote, and Indigenous communities, and provide pan-provincial services. Mixed-method evaluation assessed implementation, patient and provider experience, quality improvement, cultural safety, and sustainability. Pathways supported 38,905 patient encounters and offered 29,544 hours of peer-to-peer support from April 2020 to March 2021. Mean monthly encounter growth was 178.0% (standard deviation = 252.1%). Ninety percent of patients were satisfied with the care experience; 94% of providers enjoyed delivering virtual care. Consistent growth suggests that the virtual pathways met the needs of providers and patients in rural, remote, and Indigenous communities, and supported virtual access to care in BC.

Partnering with First Nations in Northern British Columbia Canada to Reduce Inequity in Access to Genomic Research.

Indigenous-led, culturally safe health research and infrastructure are essential to address existing inequities and disparities for Indigenous Peoples globally. Biobanking, genomic research, and self-governance could reduce the existing divide and increase Indigenous participation in health research. While genomic research advances medicine, barriers persist for Indigenous patients to benefit. In northern BC, Canada, the Northern Biobank Initiative (NBI), with guidance from a Northern First Nations Biobank Advisory Committee (NFNBAC), has engaged in consultations with First Nations on biobanking and genomic research. Key informant interviews and focus groups conducted with First Nations leaders, Elders, Knowledge Keepers, and community members established culturally safe ways of biobanking and exploring genomic research. Strong support for a Northern British Columbia First Nations Biobank (NBCFNB) that will promote choice, inclusion, and access to health research opportunities emerged. The acceptance and enthusiasm for the development of this NBCFNB and its governance table highlight the shift towards Indigenous ownership and support of health research and its benefits. With engagement and partnership, community awareness, multigenerational involvement, and support from diverse and experienced healthcare leaders, the NBCFNB will establish this culturally safe, locally driven, and critically important research priority that may serve as an example for diverse Indigenous groups when designing their unique biobanking or genomic research opportunities.

Cost drivers for benign hysterectomy within a health care system: Influence of patient, perioperative, and hospital factors.

OBJECTIVE: To identify patient, perioperative, and hospital factors that drive total hospital charges for benign hysterectomy. METHODS: The authors conducted a retrospective cohort study between July 2014 and February 2019 at five academic and community hospitals within an integrated healthcare system in the state of Maryland with a Global Budget Revenue methodology for hospital charges. Predictor variables included patient, perioperative and hospital characteristics. One-way analysis of variance was used to compare charges among approaches. A multiple linear regression model was built to account for the interaction between covariates. RESULTS: A total of 2592 patients underwent hysterectomy via laparoscopic (61%), abdominal (16%), robotic (14%), or vaginal (9%) approaches. Before adjusting for covariates, laparoscopic and vaginal approaches had similar charges ($11 637 and $12 229, respectively), while robotic and open approaches had higher charges ($17 535 and $19 099, respectively). After adjusting, charges for open, laparoscopic, and robotic approaches were higher than the vaginal approach ($692, $712, and $1279, respectively). Each operating room minute resulted in an increased cost of $46. Length of stay >23 h was associated with an increase of $865. Year, uterine size, body mass index, additional procedures, and transfusion influenced charges. CONCLUSION: Perioperative and hospital characteristics significantly influence hospital charges for benign hysterectomy, more so than nonmodifiable patient characteristics. This provides opportunities to reduce healthcare expenditures, such as improving operating room efficiency and reducing length of stay.

Addressing rural and Indigenous health inequities in Canada through socially accountable health partnerships.

BACKGROUND: There are few examples of the practical application of the concepts of social accountability, as defined by the World Bank and WHO, to health system change. This paper describes a robust approach led by First Nations Health Authority and the Rural Coordination Centre of British Columbia. This was achieved using partnerships in British Columbia, Canada, where the health system features inequities in service and outcomes for rural and Indigenous populations. Social accountability is achieved when all stakeholders come together simultaneously as partners and agree on a path forward. This approach has enabled socially accountable healthcare, effecting change in the healthcare system by addressing the needs of the population. INNOVATION: Our innovative approach uses social accountability engagement to counteract persistent health inequities. This involves an adaptation of the Boelen Health Partnership model (policymakers, health administrators, health professionals, academics and community members) extended by addition of linked sectors (eg, industry and not-for-profits) to the 'Partnership Pentagram Plus'. We used appreciative inquiry and deliberative dialogue focused on the rural scale and integrating Indigenous ways of knowing along with western scientific traditions ('two-eyed seeing'). Using this approach, partners are brought together to identify common interests and direction as a learning community. Equitable engagement and provision of space as 'peers' and 'partners' were key to this process. Groups with varying perspectives came together to create solutions, building on existing strengths and new collaborative approaches to address specific issues in the community and health services delivery. A resulting provincial table reflecting the Pentagram Plus model has fostered policies and practices over the last 3 years that have resulted in meaningful collaborations for health service change. CONCLUSION: This paper presents the application of the 'Partnership Pentagram Plus' approach and uses appreciative inquiry and deliberative dialogue to bring about practical and positive change to rural and Indigenous communities.

Breast Implant-Associated Anaplastic Large Cell Lymphoma Online Education Tools: A Multimetric Analysis.

PURPOSE: In light of highly publicized media coverage on breast implant recalls and Food and Drug Administration hearings on breast implant safety, online searches of these topics have surged. It is thus critical to determine whether such searches are providing meaningful information for those who use them. Patient/laywomen-directed online education materials on breast implant-associated anaplastic large cell lymphoma (BIA-ALCL) must not only be comprehensible but also accurate, actionable, and culturally concordant, especially as more diverse populations turn to the internet for breast implant-related information. This study assessed the overall suitability of BIA-ALCL patient-directed educational text and video-based materials online. METHODS: This was a cross-sectional, multimetric investigation of online text- and video-based patient-directed educational materials for BIA-ALCL using multiple validated measures. Two reviewers assessed each resource. Kruskal-Wallis and Fisher exact analyses were used as appropriate to compare text- and video-based online resources. RESULTS: In total, 30 websites and 15 videos were evaluated, more than half (56%) of which were from academic/physician or governmental/nonprofit sources. Overall, website and video content, as well as quality, varied by source. Academic/physician or governmental/nonprofit sources tended to be more comprehensive and have higher-quality information than commercial/media outlet sources. Median actionability of websites was 38%, well below the threshold of 70% used in the literature to identify actionable resources. The median suitability score for BIA-ALCL websites was 57%, which is considered "adequate" based on published thresholds. The mean overall Cultural Sensitivity Assessment Tool score for websites was 2.4; Cultural Sensitivity Assessment Tool scores higher than 2.5 are generally regarded as culturally sensitive. In general, videos were more understandable than websites. Substantial interrater reliability across the validated tools used in this study was noted using Pearson correlation coefficients. CONCLUSIONS: Online resources varied in content and quality by source. As BIA-ALCL becomes an increasingly salient topic among both providers and patients, it is important to empower women with accurate information about this implant-associated cancer. Of available resources, providers should refer patients or those seeking more information to websites from governmental/academic organizations (".gov" or ".org" domains) and videos from academic/physician or governmental sources, given that among high-quality resources, these were most clear/comprehensible. Overall, there is a need for improved online content on this topic.

Comparison of Rural Childhood BMI Percentiles: Prevalence and Trends in a Midwest County, 2008-2016.

The number of children who are obese and overweight continues as a public health challenge despite decades of research. The purpose of this article is to describe trends in body mass index (BMI) percentile data collected from 11- to 14-year-old school children in 2008-2009 and 2015-2016 in rural Wisconsin. The BMI percentiles from 1,347 students were compared using time, gender, age, and school (public vs. parochial) as predictors. The trend over time indicated a decrease in students of healthy weight and an increase in those overweight or obese. Also noted was a significantly higher proportion of children who were overweight or obese in parochial compared to public schools. Discussed are the observed trends, community-wide initiatives implemented, as well as how schools can employ a more comprehensive approach to childhood obesity that first ensures community readiness and involves school, home, and community.

The Use of Cerebral NIRS Monitoring to Identify Acute Brain Injury in Patients With VA-ECMO.

Acute brain injury (ABI) increases morbidity and mortality in patients with veno-arterial extracorporeal membrane oxygenation (VA-ECMO). Optimal neurologic monitoring methods have not been well-explicated. We studied the use of Near-infrared Spectroscopy (NIRS) to monitor cerebral regional oxygenation tissue saturation (rSO2) and its relation to ABI in VA-ECMO. In this prospective, observational cohort study of 39 consecutive patients, we analyzed the ability of rSO2 values from continuous bedside NIRS monitoring to predict ABI during VA-ECMO support. ABI occurred in 24 (61.5%) patients. Those with ABI had a lower pre-ECMO Glasgow Coma Scale, more blood product transfusions of pRBCs and FFP, and higher APACHEII score. Baseline rSO2 values were not significantly different between cohorts (54.25 vs 58.50, p = 0.260), while the minimum rSO2 value was lower for patients who experienced an ABI than those who did not (39.75 vs 44.50, p = 0.039). In patients with ABI, 21 (87.5%) had a drop in rSO2 of 25% from baseline, compared to only 7 (46.7%) patients without ABI (p = 0.017). By ROC analysis, we found that desaturations with >25% drop from the baseline rSO2 on VA-ECMO exhibited 86% sensitivity and 55% specificity to predict ABI, with an area under the curve of 0.68. Patients with ABI were more likely to have withdrawal of life sustaining therapy (17 vs 5, p = 0.049), while neurologic outcome and mortality were not statistically different between patients with or without ABI. Our results support that cerebral NIRS is a useful, real-time bedside neuromonitoring tool to detect ABI in VA-ECMO patients. A >25% drop from the baseline was sensitive in predicting ABI occurrence. Further research is needed to assess how to implement this knowledge to utilize NIRS in developing appropriate intervention strategy in VA-ECMO patients.

Therapeutic drug monitoring of valproic acid in extracorporeal membrane oxygenation.

INTRODUCTION: Extracorporeal membrane oxygenation (ECMO) is a life-saving therapy for those in cardiopulmonary failure, including post-cardiac arrest. Despite a high volume of ECMO patients using anti-seizure medication, there is a paucity of data concerning the dosing, levels, and clinical scenarios for their use. CASE REPORT: We present three cases of ECMO patients post-PEA arrest who were on valproic acid (VPA) for treatment of seizure and/or myoclonus. The total and free levels of VPA are reported. DISCUSSION: The trough levels are consistent throughout therapy, suggesting VPA is not significantly removed by the ECMO circuitry. Although the total serum levels remained below the toxic range, the free level was elevated in two patients. These patients did not develop signs of toxicity. CONCLUSION: VPA may be an effective anti-seizure medication in ECMO patients. Free VPA levels should be more readily available to better quantify efficacy or toxicity, especially in ECMO patients.

SARS-CoV-2 safer infection sites: moral entitlement, pragmatic harm reduction strategy or ethical outrage?

The pandemic of SARS-CoV-2 has led to unprecedented changes to society, causing unique problems that call for extraordinary solutions. We consider one such extraordinary proposal: 'safer infection sites' that would offer individuals the opportunity to be intentionally infected with SARS-CoV-2, isolate, and receive medical care until they are no longer infectious. Safer infection could have value for various groups of workers and students. Health professionals place themselves at risk of infection daily and extend this risk to their family members and community. Similarly, other essential workers who face workplace exposure must continue their work, even if have high-risk household members and live in fear of infecting. When schools are kept closed because of the fear that they will be sites of significant transmission, children and their families are harmed in multiple ways and college students who are living on campus, whether or not they are attending classes in person, are contributing to high rates of transmission and experiencing high rates of exposure. We consider whether offering safer infection sites to these groups could be ethically defensible and identify the empirical unknowns that would need to resolve before reaching definitive conclusions. This article is not an endorsement of intentional infection with the coronavirus, but rather is meant to spark conversation on the ethics of out-of-the-box proposals. Perhaps most meaningfully, our paper explores the value of control and peace of mind for those among us most impacted by the pandemic: those essential workers risking the most to keep us safe.

Matchmaking Just Got Easier: Impact of Phenotypic Donor-Recipient Likeness in Heart Transplantation.

BACKGROUND: Phenotypic matching in heart transplantation, where donors and recipients are matched based on physical characteristics, has been previously limited to only analyzing individual variables such as sex and age. This study examines the effects of phenotypic matching utilizing multiple factors simultaneously. METHODS: Adult patients undergoing heart transplantation between 2006 and 2016 were identified from the Organ Procurement and Transplantation Network database. Phenotypic matching was defined based on six factors: body mass index difference >30%, age difference >30%, height difference >7%, non-identical ABO blood grouping, race, and sex. A value between 0 and 1 mismatched characteristics was considered phenotypically like matching, whereas 2-6 mismatches was considered phenotypically unlike matching. The primary study endpoint was 1-year survival. Risk-adjusted mortality was examined with multivariable Cox regression models. RESULTS: During the study period, 20,052 adult patients underwent heart transplantation, of whom 9595 (47.9%) were phenotypically like and 10,457 (52.1%) were phenotypically unlike matched. No differences in 1-year survival were seen between like and unlike matched patients (risk-adjusted odds ratio 1.05, 95% confidence interval 0.96-1.15, P = .305) after controlling for clinically relevant covariates. Subgroup analyses did not demonstrate survival differences after stratification based on hospital transplant volume and initial waitlist status. Phenotypically like matched patients had longer waiting times compared with unlike matched patients overall (225 days vs 192 days, P < .001). CONCLUSIONS: Waiting for a phenotypically matched heart provides no survival benefit and exposes patients to prolonged waitlist times. These findings challenge the notion that a perfect donor heart exists, when in fact this concept may be a misnomer.

Nutritional Support in Postcardiotomy Shock Extracorporeal Membrane Oxygenation Patients: A Prospective, Observational Study.

BACKGROUND: Despite the 6000 patients treated with extracorporeal membrane oxygenation (ECMO) annually, there is a paucity of data regarding the nutritional management of these patients. MATERIALS AND METHODS: We performed a prospective, observational study of nutrition in postcardiotomy shock patients at our institution. Over a 3.5-year study period, we identified 50 ECMO patients and 225 non-ECMO patients. We identified type, amount, duration, and disruption of nutritional delivery by cohort. The primary outcome was percent of caloric goal met, and secondary outcome was gastrointestinal complications. RESULTS: ECMO patients met less of their caloric (29% versus 40%, P = 0.017) and protein goals (34% versus 55%, P < 0.001) compared with non-ECMO patients. Tube feeds were administered more slowly (26 versus 37 mL/h, P < 0.001) and held for longer (8.3 versus 4.5 h/d, P < 0.001) in ECMO patients because of procedures (60%) and high-dose pressors (20% versus 7%, P < 0.001). Multivariate analysis demonstrated that ECMO decreased caloric intake by 14%, with no detected increased risk of gastrointestinal complications. CONCLUSIONS: -ECMO patients received significantly less nutrition support compared with a non-ECMO population. Tube feed hold deficits could potentially be avoided by utilizing postpyloric tubes to feed through procedures, by eliminating holds for vasopressors/inotropes in hemodynamically stable patients, or by establishing volume-based feeding protocols. Further clinical studies are needed to establish efficacy of these interventions and to understand the impact of nutrition on outcomes in ECMO patients.

The effect of direction specific thoracic spine manipulation on the cervical spine: a randomized controlled trial.

OBJECTIVES: To determine the difference on neck outcomes with directional manipulation to the thoracic spine. There is evidence that thoracic spine manipulation is effective in treating patients with neck pain. However, there is no research that determines if the assessment of directional hypomobility and the selection of thrust direction offer improved outcomes. METHODS: A total of 69 patients with cervical spine pain were randomly assigned to receive either a manipulation that was consistent with their thoracic spine motion loss (matched) or opposite their motion loss (unmatched). The patient was given care consistent with the orthopedic section guidelines for neck pain and the physical therapist's clinical reasoning. Baseline outcome measures (NPRS, NDI, GROC) were taken and reassessed two days and two weeks after treatment. RESULTS: Both groups had positive results when pain, neck disability index, and global rating of change were assessed. There was no difference between the matched and unmatched groups. DISCUSSION: Directional manipulation of hypomobile thoracic spine segments may not be required to improved outcomes in patients with neck pain. Future studies should assess a variety of factors when determining the best available treatment, including manual therapy procedures, exercise, and patient selection. LEVEL OF EVIDENCE: 1b.

Preclinical Comparison of Mechanistically Different Antiseizure, Antinociceptive, and/or Antidepressant Drugs in a Battery of Rodent Models of Nociceptive and Neuropathic Pain.

The series of experiments herein evaluated prototype drugs representing different mechanisms of antiseizure, antinociceptive or antidepressant action in a battery of preclinical pain models in adult male CF#1 mice (formalin, writhing, and tail flick) and Sprague Dawley rats partial sciatic nerve ligation (PSNL). In the formalin assay, phenytoin (PHT, 6 mg/kg), sodium valproate (VPA, 300 mg/kg), amitriptyline (AMI, 7.5 and 15 mg/kg), gabapentin (GBP, 30 and 70 mg/kg), tiagabine (TGB, 5 and 15 mg/kg), and acetominophen (APAP, 250 and 500 mg/kg) reduced both phases of the formalin response to ≤ 25% of vehicle-treated mice. In the acetic acid induced writhing assay, VPA (300 mg/kg), ethosuximide (ETX, 300 mg/kg), morphine (MOR, 5 & 10 mg/kg), GBP (10, 30, and 60 mg/kg), TGB (15 mg/kg), levetiracetam (LEV, 300 mg/kg), felbamate (FBM, 80 mg/kg) and APAP (250 mg/kg) reduced writhing to ≤ 25% of vehicle-treated mice. In the tail flick test, MOR (1.25-5 mg/kg), AMI (15 mg/kg) and TGB (5 mg/kg) demonstrated significant antinociceptive effects. Finally, carbamazepine (CBZ, 20 and 50 mg/kg), VPA, MOR (2 and 4 mg/kg), AMI (12 mg/kg), TPM (100 mg/kg), lamotrigine (LTG, 40 mg/kg), GBP (60 mg/kg), TGB (15 mg/kg), FBM (35 mg/kg), and APAP (250 mg/kg) were effective in the PSNL model. Thus, TGB was the only prototype compound with significant analgesic effects in each of the four models, while AMI, GBP, APAP, and MOR each improved three of the four pain phenotypes. This study highlights the importance evaluating novel targets in a variety of pain phenotypes.

A randomized clinical trial to compare the immediate effects of seated thoracic manipulation and targeted supine thoracic manipulation on cervical spine flexion range of motion and pain.

DESIGN: Randomized clinical trial. OBJECTIVES: To determine the effectiveness of seated thoracic manipulation versus targeted supine thoracic manipulation on cervical spine pain and flexion range of motion (ROM). There is evidence that thoracic spine manipulation is an effective treatment for patients with cervical spine pain. This evidence includes a variety of techniques to manipulate the thoracic spine. Although each of them is effective, no research has compared techniques to determine which produces the best outcomes. METHODS: A total of 39 patients with cervical spine pain were randomly assigned to either a seated thoracic manipulation or targeted supine thoracic manipulation group. Pain and flexion ROM measures were taken before and after the intervention. RESULTS: Pain reduction (post-treatment-pre-treatment) was significantly greater in those patients receiving the targeted supine thoracic manipulation compared to the seated thoracic manipulation (P<0.05). Although not significant, we did observe greater improvement in flexion ROM in the targeted supine thoracic manipulation group. The results of this study indicate that a targeted supine thoracic manipulation may be more effective in reducing cervical spine pain and improving cervical flexion ROM than a seated thoracic manipulation. Future studies should include a variety of patients and physical therapists (PTs) to validate our findings.

Fetal shielding combined with state of the art CT dose reduction strategies during maternal chest CT.

PURPOSE: Custom bismuth-antimony shields were previously shown to reduce fetal dose by 53% on an 8DR (detector row) CT scanner without dynamic adaptive section collimation (DASC), automatic tube current modulation (ATCM) or adaptive statistical iterative reconstruction (ASiR). The purpose of this study is to compare the effective maternal and average fetal organ dose reduction both with and without bismuth-antimony shields on a 64DR CT scanner using DASC, ATCM and ASiR during maternal CTPA. MATERIALS AND METHODS: A phantom with gravid prosthesis and a bismuth-antimony shield were used. Thermoluminescent dosimeters (TLDs) measured fetal radiation dose. The average fetal organ dose and effective maternal dose were determined using 100 kVp, scanning from the lung apices to the diaphragm utilizing DASC, ATCM and ASiR on a 64DR CT scanner with and without shielding in the first and third trimester. Isolated assessment of DASC was done via comparing a new 8DR scan without DASC to a similar scan on the 64DR with DASC. RESULTS: Average third trimester unshielded fetal dose was reduced from 0.22 mGy ± 0.02 on the 8DR to 0.13 mGy ± 0.03 with the conservative 64DR protocol that included 30% ASiR, DASC and ATCM (42% reduction, P<0.01). Use of a shield further reduced average third trimester fetal dose to 0.04 mGy ± 0.01 (69% reduction, P<0.01). The average fetal organ dose reduction attributable to DASC alone was modest (6% reduction from 0.17 mGy ± 0.02 to 0.16 mGy ± 0.02, P=0.014). First trimester fetal organ dose on the 8DR protocol was 0.07 mGy ± 0.03. This was reduced to 0.05 mGy ± 0.03 on the 64DR protocol without shielding (30% reduction, P=0.009). Shields further reduced this dose to below accurately detectable levels. Effective maternal dose was reduced from 4.0 mSv on the 8DR to 2.5 mSv on the 64DR scanner using the conservative protocol (38% dose reduction). CONCLUSION: ASiR, ATCM and DASC combined significantly reduce effective maternal and fetal organ dose during CTPA. Shields continue to be an effective means of fetal dose reduction.

Higher step length variability indicates lower gray matter integrity of selected regions in older adults.

Step length variability (SLV) increases with age in those without overt neurologic disease, is higher in neurologic patients, is associated with falls, and predicts dementia. Whether higher SLV in older adults without neurologic disease indicates presence of neurologic abnormalities is unknown. Our objective was to identify whether SLV in older adults without overt disease is associated with findings from multimodal neuroimaging. A well-characterized cohort of 265 adults (79-90 years) was concurrently assessed by gait mat, magnetic resonance imaging with diffusion tensor, and neurological exam. Linear regression models adjusted for gait speed, demographic, health, and functional covariates assessed associations of MRI measures (gray matter volume, white matter hyperintensity volume, mean diffusivity, fractional anisotropy) with SLV. Regional distribution of associations was assessed by sparse partial least squares analyses. Higher SLV (mean: 8.4, SD: 3.3) was significantly associated with older age, slower gait speed, and poorer executive function and also with lower gray matter integrity measured by mean diffusivity (standardized beta=0.16; p=0.02). Associations between SLV and gray matter integrity were strongest for the hippocampus and anterior cingulate gyrus (both ß=0.18) as compared to other regions. Associations of SLV with other neuroimaging markers were not significant. Lower integrity of normal-appearing gray matter may underlie higher SLV in older adults. Our results highlighted the hippocampus and anterior cingulate gyrus, regions involved in memory and executive function. These findings support previous research indicating a role for cognitive function in motor control. Higher SLV may indicate focal neuropathology in those without diagnosed neurologic disease.

A variant of sparse partial least squares for variable selection and data exploration.

When data are sparse and/or predictors multicollinear, current implementation of sparse partial least squares (SPLS) does not give estimates for non-selected predictors nor provide a measure of inference. In response, an approach termed "all-possible" SPLS is proposed, which fits a SPLS model for all tuning parameter values across a set grid. Noted is the percentage of time a given predictor is chosen, as well as the average non-zero parameter estimate. Using a "large" number of multicollinear predictors, simulation confirmed variables not associated with the outcome were least likely to be chosen as sparsity increased across the grid of tuning parameters, while the opposite was true for those strongly associated. Lastly, variables with a weak association were chosen more often than those with no association, but less often than those with a strong relationship to the outcome. Similarly, predictors most strongly related to the outcome had the largest average parameter estimate magnitude, followed by those with a weak relationship, followed by those with no relationship. Across two independent studies regarding the relationship between volumetric MRI measures and a cognitive test score, this method confirmed a priori hypotheses about which brain regions would be selected most often and have the largest average parameter estimates. In conclusion, the percentage of time a predictor is chosen is a useful measure for ordering the strength of the relationship between the independent and dependent variables, serving as a form of inference. The average parameter estimates give further insight regarding the direction and strength of association. As a result, all-possible SPLS gives more information than the dichotomous output of traditional SPLS, making it useful when undertaking data exploration and hypothesis generation for a large number of potential predictors.