Potential Selection Bias Research Articles

Nexus between Corporate Digital Transformation and Green Technological Innovation Performance: The Mediating Role of Optimizing Resource Allocation

Corporate digital transformation, as a key and representational component of the larger digital economy, plays a vital role in furthering both green technological innovation and the transition to a more sustainable economic model. This study collects panel data relating to firms listed on China’s A-share exchanges from 2009 to 2020 and employs textual analysis to estimate the extent of digital transformation within these organizations. It methodically examines the influence of this transformation on the volume and quality of green technological innovations. The findings reveal a substantial enhancement in both the volume and quality of green technological innovations as a result of corporate digital transformation, with a more noticeable improvement in innovation quality. This transition, driven by the mediating function of optimizing resource allocation, facilitates green technological innovation by enhancing human capital composition, curtailing information asymmetry, and augmenting investment in research and development (R&D). Heterogeneity research shows that the influence of digital transformation on green technological innovation is more pronounced in state-owned corporations, low-pollution corporations, and corporations situated in low-carbon pilot cities. Furthermore, this study discovers that the promotive influence of corporate digital transformation tends to diminish with the advancement of the corporation’s lifecycle, peaking during the growth phase. Finally, this study still has some limitations, such as its exclusive focus on Chinese corporations, the need for improvements in the measurement of digital transformation, and potential sample selection biases.

Systemic and surgical treatment in renal cell carcinoma: Does timing matter?

417 Background: Today, targeted systemic therapy is standard 1st line treatment of advanced/metastatic renal cell carcinoma (aRCC). Upfront cytoreductive nephrectomy (CN) has been an important treatment option. Recently its role is under debate, especially in combination with the new 1st line treatments. Our study evaluated the current relevance of initial surgical intervention and the role of inductive systemic therapy in aRCC. Methods: We included 33 patients with aRCC from the University Hospitals in Essen and Münster initiating 1st line treatment from 03/18 to 01/23 pre or post surgery. We retrospectively formed two cohorts, either CN followed by systemic therapy (cohort 1; 13 patients) or vice versa (cohort 2; 20 patients). Patients received either Ipilimumab/Nivolumab (Ipi/Nivo) (42.4%) or a checkpoint inhibitor and tyrosine kinase inhibitor (CPI/TKI) combination (57.6%). Progression-free survival (PFS) was estimated with Kaplan-Meier-method from initiation of systemic therapy or CN to progression or death. In Cohort 2, we additionally analyzed the radiologic response of the primary measured by change of the longest diameter. The radiographic response was analysed according to RECIST1.1. Results: Patients’ age ranged from 44 to 80 years with a median of 63 years. Intermediate and poor prognosis occurred in 61.3% and 38.7% of cases. The two cohorts did not differ significantly regarding baseline characteristics. Median PFS was 8 vs. 23 months (p=0.03) in cohort 1 (95% CI 0.9-15.1) compared to cohort 2 (95% CI 18.8-27.2). In cohort 2 the time between start of systemic therapy and surgery was in median 8.5 months (95% CI 3.3-21.1), the primary had a median diameter of 10.7 cm (95% CI 4.5-13.3). Median reduction of the primary was in total 32.2%, 28.9% in the Ipi/Nivo and 34.7% in the CPI/TKI group (p=0.74). In seven patients (35%) response led to modification of the surgical approach, enabling partial instead of radical nephrectomy. Conclusions: The sequence of systemic therapy followed by surgery was associated with a significant PFS benefit. In addition, prior systemic therapy led to a primary reduction and better operability, in some cases even to kidney sparing surgery. Major limitation is the retrospective nature of our analysis and a potential selection bias. However, the sequence of prior systemic therapy followed by surgery in aRCC was associated with notably better outcomes.

Preventive effect of aripiprazole once-monthly on relapse into mood episodes in bipolar disorder: A multicenter, one-year, retrospective, mirror image study

BackgroundWe conducted a one-year, retrospective, mirror-image study to investigate the clinical effectiveness and safety of aripiprazole once monthly (AOM) in patients with bipolar disorder (BD). We compared pre-treatment conditions with outcomes after 12 months of AOM treatment. MethodsSeventy-five bipolar patients were recruited from 12 hospitals in Korea. We included 75 patients with BD who had received at least three AOM treatments from September 2019 to September 2022 and had accessible electronic medical record (EMRs) for the year before and after the baseline visit. ResultsThe overall number of mood episodes significantly decreased from a mean of 1.5 ± 1.2 episodes pre-AOM to 0.5 ± 1.2 episodes post-AOM. Manic episodes significantly decreased from 0.8 ± 0.8 episodes pre-AOM to 0.2 ± 0.5 episodes post-AOM, and depressive episodes significantly decreased from 0.5 ± 0.8 episodes pre-AOM to 0.2 ± 0.6 episodes post-AOM (p = 0.017). Moreover, the number of psychiatric medications and pills and the proportion of patients treated with complex polypharmacy were significantly decreased post-AOM. LimitationsThe small sample size was insufficient to fully represent the entire population of individuals with BD, and potential selection bias was introduced due to only including subjects who received AOM three or more times. ConclusionThe results of this study suggest that AOM can reduce mood episode relapse and may be clinically beneficial in the treatment of BD patients, potentially reducing issues associated with polypharmacy in some individuals.

Prognostic significance and survival benefits of postoperative adjuvant chemotherapy in patients with stage IA lung adenocarcinoma with non-predominant micropapillary components

BackgroundThe prognostic significance of adjuvant chemotherapy (ACT) for patients with stage IA micropapillary non-predominant (MPNP) lung adenocarcinoma (LUAD) remains unknown. This study aimed to investigate the effects of postoperative ACT in patients with stage IA MPNP-LUAD.MethodsA total of 149 patients with pathological stage IA MPNP-LUAD who underwent surgery at our center were retrospectively analyzed. Propensity score matching (PSM) analysis was conducted to reduce potential selection bias. Kaplan–Meier analyses were used to assess the impact of ACT on recurrence-free survival (RFS), overall survival (OS), and disease-specific survival (DSS). Subgroup analyses were performed for the survival outcomes based on the percentage of micropapillary components. Cox proportional hazards regression analyses were applied to identify risk factors associated with survival.ResultsThe receipt or non-receipt of postoperative ACT had no significant effect on RFS, OS, and DSS among all enrolled patients with stage IA MPNP-LUAD (P > 0.05). For patients with a micropapillary component > 5%, the 5-year rates of RFS, OS, and DSS were significantly higher in the ACT group compared to the observation group, both before and after PSM (P < 0.05). However, the differences between the two groups were not significant for patients with a micropapillary component ≤ 5% (P > 0.05). The resection range (HR = 0.071; 95% CI: 0.020–0.251; P < 0.001), tumor size (HR = 2.929; 95% CI: 1.171–7.330; P = 0.022), and ACT (HR = 0.122; 95% CI: 0.037–0.403; P = 0.001) were identified as independent prognostic factors for RFS through Cox regression analysis.ConclusionPatients with stage IA MPNP-LUAD who have a micropapillary component greater than 5% might benefit from postoperative ACT, while those with a micropapillary component ≤ 5% did not appear to derive the same benefit from postoperative ACT.

Effectiveness of Tofacitinib in Patients Initiating Therapy for Psoriatic Arthritis: Results from the CorEvitas Psoriatic Arthritis/Spondyloarthritis Registry.

Randomized controlled trials have demonstrated tofacitinib efficacy for psoriatic arthritis (PsA); however, real-world effectiveness data are limited. This real-world analysis assessed baseline demographics/disease characteristics and tofacitinib effectiveness in patients with PsA in the CorEvitas PsA/Spondyloarthritis Registry. This study (NCT05195814) included patients with PsA initiating tofacitinib from December 2017-December 2021, as monotherapy or with oral small molecules (methotrexate/leflunomide/sulfasalazine/apremilast), pre-existing use, or initiated concurrently. mean change from baseline in disease activity/patient-reported outcomes, proportion of patients achieving low disease activity (LDA)/remission at 6 ± 3 months, and discontinuation rates. Of 222 patients with PsA who initiated tofacitinib (60.8% as monotherapy), 123 patients had 6 ± 3months of follow-up. At initiation, 59.7% were female, 92.3% were White, mean age was 56.3 years, PsA duration since diagnosis was 8.2 years, and 25.7% were biologic disease-modifying antirheumatic drug (bDMARD)-naïve. Improvements to 6 ± 3months were observed with tofacitinib for Clinical Disease Activity Index for PsA (cDAPSA), DAPSA, PsA Disease Activity Score (PASDAS), Clinical Disease Activity Index, body surface area (BSA), tender/swollen joint count, patient fatigue, pain, Patient Global Skin Assessment, and Health Assessment Questionnaire-Disability Index. At 6 ± 3months, 25.0%/7.8% of patients treated with tofacitinib achieved cDAPSA-defined LDA/remission, 18.2% achieved minimal disease activity, 30.8%had PASDAS ≤ 3.2, 42.9%/29.4% had resolved enthesitis/dactylitis, and 22.5% achieved BSA = 0%. Tofacitinib discontinuation occurred in 51.2% of patients (51.6% of monotherapy initiators) at/prior to 6 ± 3months (27.6%/23.6%), 57.1% of whom switched to tumor necrosis factor/interleukin-17 inhibitors. Reasons for discontinuation were not reported in 85.3%/79.3% of patients who discontinued at/prior to 6 ± 3 months. This real-world US cohort analysis described patients with PsA newly initiating tofacitinib; most were bDMARD-experienced or receiving monotherapy treatment. In patients who remained on therapy (48.8%), tofacitinib was effective across multiple PsA domains at 6 ± 3 months. Limitations included small patient numbers at follow-up and potential selection bias. ClinicalTrials.gov identifier, NCT05195814.

Pain Reduction and Changes in Serum Cortisol, Adrenocorticotropic Hormone, and Glucose Levels after Epidural Injections With Different Doses of Corticosteroid

BACKGROUND: An epidural steroid injection (ESI) effectively relieves acute lumbar discogenic radicular pain. Corticosteroids, a key ESI component, reduce pain by curbing inflammation and blocking pain signal transmission via C-fibers. While prior research confirms the efficacy of 40 mg and 80 mg methylprednisolone, the effectiveness of lower doses remains uncertain. OBJECTIVES: This trial aimed to compare the pain-relieving effects of ESI using varying methylprednisolone doses (10 mg, 20 mg, and 40 mg). Additionally, it sought to examine changes in fasting plasma glucose (FPG), serum cortisol, and serum adrenocorticotropic hormone (ACTH) levels across these groups. STUDY DESIGN: A prospective observational study. SETTING: Department of Pain Medicine, Affiliated Jinling Hospital, Medical School of Nanjing University, People’s Republic of China. METHODS: Ninety-three patients underwent a single epidural injection of methylprednisolone at different doses: 10 mg (n = 28), 20 mg (n = 32), and 40 mg (n = 33). We evaluated their Numeric Rating Scale (NRS-11) score and Oswestry Disability Index (ODI) score at preinjection and 7 days postinjection. We also measured FPG, serum cortisol, and ACTH levels at baseline and one day postinjection. RESULTS: Significant differences were observed in the likelihood of achieving substantial pain relief among the 3 groups at 7 days postinjection. Specifically, 10 mg vs 20 mg had an odds ratio (OR) of 6.546 (95% CI, 1.161 - 26.513, P = 0.008), and 10 mg vs 40 mg had an OR of 7.753 (95% CI, 1.98 - 30.353, P = 0.003). However, there was no significant difference between 40 mg and 20 mg, with an OR of 0.844 (95% CI, 0.239 - 2.987, P = 0.793) in Model 3. Additionally, the baseline NRS-11 score significantly predicted substantial pain relief, with an OR of 0.47 (95% CI, 0.287 - 0.768, P = 0.003). Furthermore, at 7 days postinjection, the ODI score was significantly lower in the 20 mg group (P = 0.007) and the 40 mg group (P &lt; 0.001) compared to the 10 mg group. Moreover, the difference in serum cortisol and FPG between the 40 mg and 10 mg groups was more pronounced (P &lt; 0.01), while the difference in ACTH was similar among all 3 groups (P = 0.191). LIMITATIONS: Potential selection bias and a short follow-up period may have influenced our study, and certain imaging results were omitted from the regression models. CONCLUSIONS: The effectiveness of ESI in relieving pain was found to be similar for both 20 mg and 40 mg doses, but with fewer changes in FPG and serum cortisol levels for the former (which were not statistically significant). As a result, it may be clinically viable to use a 20 mg dose for achieving short-term pain relief. Moreover, the baseline NRS-11 scores were found to be a reliable predictor of pain relief efficacy, with milder baseline pain intensity being associated with better pain relief outcomes. KEY WORDS: Epidural steroids, epidural injection, herniated disc, methylprednisolone, dose, cortisol, glucose, adrenocorticotropic hormone

Substance use and labour market nexus in South Africa

Substance abuse is a major public concern for the entire world. Using data from the National Income Dynamic Study wave four, this study examines the impact of substance (alcohol and tobacco) consumption on labour market outcomes in South Africa using the multinomial endogenous switching regression technique. This method controls for any potential selection bias and endogeneity problems. The results from the study reveal that individuals’ decisions to consume alcohol only, tobacco only, and a combination of both are driven by socioeconomic, health, and demographic factors. The estimated causal effect shows that substance use reduces individuals’ earnings in almost all cases and increases working hours. The findings suggest that efforts to control the use of alcohol and tobacco in South Africa should focus more on sensitization programmes that address the health, psychological, and economic implications of using these substances.

Abstract B024: Hypoxia at 3D organoid establishment selects essential subclone within heterogenous pancreatic cancer

Abstract Hypoxia is a key microenvironment associated with malignant traits, including epithelial-mesenchymal transition (EMT) and chemotherapy resistance. Pancreatic ductal adenocarcinoma (PDAC) is extremely hypoxic due to hypovascularity and abundant stromal proliferation. This severe condition accelerates the emergence of hypoxia-adapted cells, which contaminate PDAC as a heterogeneous population. Thus, analyzing hypoxia-adapted cells should be prioritized in analyzing/developing PDAC therapeutic strategies. Recently, 3D organoid culture has been widely used to simulate various organ cancers, featuring precise control with respect to cellular selection through diverse culture conditions. However, as the technology of single-cell analysis has revealed more details of the heterogeneity, the current 3D organoid culture system was also known to have limitation that the system has some potential selection bias. Although several selection biases have been identified, very few reports have focused on oxygen concentrations as a selection bias, leaving room for intervention. To overcome the potential selection bias, we focused on oxygen concentration during the establishment of 3D organoids. We subjected identical PDAC surgical samples to normoxia (O2 20%) or hypoxia (O2 1%) from primary culture, yielding glandular and solid organoid morphology, respectively. Pancreatic cancer organoids established under hypoxia displayed higher expression of EMT-related proteins, a Moffitt basil-like subtype transcriptome, and higher 5-FU resistance in contrast to established organoids under normoxia. We suggest that hypoxia during organoid establishment efficiently selects for hypoxia-adapted cells possibly responsible for PDAC malignant traits, facilitating a fundamental source for elucidating and developing new treatment strategies against recalcitrant PDAC. Citation Format: Koichiro Kumano, Hiromitsu Nakahashi, Pakavarin Louphrasitthiphol, Yukihito Kuroda, Yoshihiro Miyazaki, Osamu Shimomura, Shinji Hashimoto, Yoshimasa Akashi, Bryan James Mathis, Jaejeong Kim, Yohei Owada, Tatsuya Oda. Hypoxia at 3D organoid establishment selects essential subclone within heterogenous pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Pancreatic Cancer; 2023 Sep 27-30; Boston, Massachusetts. Philadelphia (PA): AACR; Cancer Res 2024;84(2 Suppl):Abstract nr B024.

Risk of Bias Assessment and Risk Minimisation Strategies in COVID-19 Diagnostic Test Accuracy Study

It is paramount to assess the risk of biases in may arise from diagnostic test accuracy (DTA) study as it will affect the accuracy and validity of the tests. These biases can be found in published researches and here we look at COVID-19 DTA studies. The evaluation of bias risk in diagnostic research is mainly performed using QUADAS-2. The aim of this review was to determine potential selection and information biases in diagnostic test accuracy studies and strategies to minimize risk of biases. Literature review related to diagnostic test accuracy study is identified through an online search of databases namely PubMed, ScienceDirect, Research Gate, Google Scholar, and official government websites range. Six potential biases in four QUADAS-2 domains are identified in COVID-19 diagnostic test accuracy study which are 1) spectrum bias in patient selection; 2) interpretation bias in index test; 3) differential misclassification bias and nondifferential misclassification bias in reference standard; and 4) partial verification bias and differential verification bias in patient flow. The identified biases exert effects on accuracy of COVID-19 diagnostic tests. Six strategies are recommended to reduce these biases, hence, improving the accuracy of COVID-19 diagnostic tests. The best diagnostic test can give benefits to the population in the mass screening program during COVID-19.

Effects of stress on pain in females using a mobile health app in the Russia-Ukraine conflict

The chronic and acute effects of stress can have divergent effects on health; long-term effects are associated with detrimental physical and mental health sequelae, while acute effects may be advantageous in the short-term. Stress-induced analgesia, the attenuation of pain perception due to stress, is a well-known phenomenon that has yet to be systematically investigated under ecological conditions. Using Flo, a women’s health and wellbeing app and menstrual cycle tracker, with a world-wide monthly active usership of more than 57 million, women in Ukraine were monitored for their reporting of stress, pain and affective symptoms before, and immediately after, the onset of the Russian-Ukrainian conflict. To avoid potential selection (attrition) or collider bias, we rely on a sample of 87,315 users who were actively logging multiple symptoms before and after the start of the war. We found an inverse relationship between stress and pain, whereby higher reports of stress predicted lower rates of pain. Stress did not influence any other physiological symptoms with a similar magnitude, nor did any other symptom have a similar effect on pain. This relationship generally decreased in magnitude in countries neighbouring and surrounding Ukraine, with Ukraine serving as the epicentre. These findings help characterise the relationship between stress and health in a real-world setting.

Impact of Virtual Reality Mental Health Nursing Simulation on Nursing Students' Competence.

This study investigates the impact of a Virtual Reality (VR)-based Mental Health Nursing Practice Simulation (MHNPS) on nursing students' competency in caring for individuals with mental disorders. Nursing students often face fear, anxiety, and helplessness during mental health (MH) rotations, impeding the attainment of learning objectives in the MH nursing practicum. Therefore, innovative strategies offering practice opportunities are crucial for their competence development. Using a one-group pretest-posttest repeated measures experimental design, 50 nursing students, having completed at least one MH theory course but not yet engaged in MH clinical practicum, were enrolled. Data collection occurred from October 30, 2022, to January 6, 2023. The VR simulation included six modules covering delusion, hallucination, mania, geriatric depression, adolescent depression with suicidal ideation, and obsessive-compulsive disorder. Pre-simulation questionnaires and post-simulation surveys were administered through provided links. Data were analyzed using descriptive statistics and paired t-tests to assess changes over time. Immediate and sustained improvements were observed in mental disorder-related nursing knowledge, communication self-efficacy, critical thinking ability, and MH nursing clinical confidence. Attitudes toward mental illness improved significantly post-intervention (t=-2.22, p=0.031), while the problem-solving process exhibited significant enhancement six weeks later (t=3.87, p<0.001). The findings affirm the simulation intervention's effectiveness in enhancing nursing students' knowledge, self-efficacy, critical thinking, and confidence in MH nursing practice, with no compromise to patient safety. Integrating simulation into MH nursing practicum narrows the gap between theory and clinical practice, elevates MH care quality, and instills confidence in nursing students as professionals. Despite potential subject selection bias in this single-group pre-post intervention study, the program's comprehensive impact on knowledge, skills, and attitudes suggests opportunities for expanding psychiatric nursing practice capabilities through subsequent studies. Caution is warranted in interpreting results, but the developed program lays the groundwork for advancing nursing students' capabilities in psychiatric nursing practice.

COVID-19 pandemic and manufacturing sector: An evaluation of coping strategies

This study investigates the adoption and impact of coping strategies within the manufacturing sector in the context of pandemic disruptions. Utilizing the multinomial endogenous treatment effects model, we accounted for potential selection biases in our analysis of a comprehensive dataset comprising 29,443 Vietnamese manufacturing firms. The most prevalent coping strategy was the pursuit of new markets, adopted by approximately 27.9 percent of the firms surveyed. Notably, a significant proportion of firms had not yet implemented any coping strategies to mitigate the effects of the pandemic. Our findings indicate a varied degree of effectiveness among the coping strategies in enhancing revenue outcomes. Strategies such as the promotion of e-commerce and the exploration of new output markets yielded positive impacts on firm performance, with increases of 7.82 percent and 0.16 percent, respectively. Conversely, other strategies demonstrated relatively lower effectiveness. This underscores the necessity for additional research to elucidate the role of government support programs and policies in facilitating the adoption of effective coping strategies (Huang et al., 2021), thereby enabling manufacturing firms to maintain operational resilience in the face of potential future disruptions.

Impact of mobile Internet use on health-seeking behaviors: evidence from China.

Although health-seeking behaviors are crucial to China's healthcare delivery system, the influence of mobile Internet use in this context remains under-explored. This study aimed to comprehensively explore the influence of mobile Internet use on health-seeking behaviors, and meticulously examined the heterogeneity in health outcomes associated with the intersection between mobile Internet use and health-seeking behaviors. We used nationally representative data derived from the China Family Panel Studies. Given that individuals typically make the decision to use mobile Internet autonomously, an instrumental variable regression methodology was adopted to mitigate potential selection biases. Our findings revealed that mobile Internet use significantly promoted self-medication and adversely affected the use of primary care facilities among Chinese adults. Furthermore, our findings highlighted the heterogeneous effects of mobile Internet use across diverse health demographic groups. These findings underscore the importance of strategic planning and utilizing mobile Internet resources to steer individuals toward more appropriate healthcare-seeking behaviors.

Do immigrants know less than natives about cancer screening tests? – the case of Netherlands

IntroductionThe Netherlands was one of the first countries in Europe to offer breast, colorectal and cervical cancer screening tests free of charge. Yet, a significant share of migrants in the Netherlands forgo the use of these preventive screenings. Qualitative research suggests, that lack of system knowledge on how the healthcare system operates (e.g. age eligibility of cancer screenings), is one factor contributing to this underuse among migrants. However, little is known about the extent to which migrants differ from natives in their system knowledge and about potential causes of this ethnic gap. The contribution of this study is therefore twofold: First, we examine whether migrants in the Netherlands have lower system knowledge regarding cancer screenings than the natives. Second, we examine which factors explain potential ethnic differences in system knowledge between migrants and non-migrants. MethodUsing the Longitudinal Internet Study for Social Sciences (LISS), we matched newly collected data on system knowledge about healthcare with Health module (wave 14). To assess the difference in system knowledge among migrants and non-migrants, while taking into account potential selection bias, we applied propensity score matching, one-to-one matching procedure with no replacement. We compared first generation non - Western migrants (FNWM) and second-generation non-western migrants (SNWM) with their most similar non-migrants group regarding their knowledge about breast, colorectal, and cervical screening. A Blinder-Oaxaca decomposition with non-matched samples was used to examine which factors can explain the differences in system knowledge among migrants and non-migrants. ResultsOur results show that first generation migrants have lower system knowledge about all three screening tests, while second generation migrants differ from non-migrants only with regard to knowledge about breast and colorectal cancer screenings. The ethnic differences found are not caused by personal or social factors such as education or income. ConclusionWe recommend Dutch healthcare policy makes to focus in the strengthen of cancer screening system knowledge among migrant populations in order to increase their participation in these screening programs.

Bias-Adjusted Predictions of County-Level Vaccination Coverage from the COVID-19 Trends and Impact Survey.

The potential for selection bias in nonrepresentative, large-scale, low-cost survey data can limit their utility for population health measurement and public health decision making. We developed an approach to bias adjust county-level COVID-19 vaccination coverage predictions from the large-scale US COVID-19 Trends and Impact Survey. We developed a multistep regression framework to adjust for selection bias in predicted county-level vaccination coverage plateaus. Our approach included poststratification to the American Community Survey, adjusting for differences in observed covariates, and secondary normalization to an unbiased reference indicator. As a case study, we prospectively applied this framework to predict county-level long-run vaccination coverage among children ages 5 to 11 y. We evaluated our approach against an interim observed measure of 3-mo coverage for children ages 5 to 11 y and used long-term coverage estimates to monitor equity in the pace of vaccination scale up. Our predictions suggested a low ceiling on long-term national vaccination coverage (46%), detected substantial geographic heterogeneity (ranging from 11% to 91% across counties in the United States), and highlighted widespread disparities in the pace of scale up in the 3 mo following Emergency Use Authorization of COVID-19 vaccination for 5- to 11-y-olds. We relied on historical relationships between vaccination hesitancy and observed coverage, which may not capture rapid changes in the COVID-19 policy and epidemiologic landscape. Our analysis demonstrates an approach to leverage differing strengths of multiple sources of information to produce estimates on the time scale and geographic scale necessary for proactive decision making. Designing integrated health measurement systems that combine sources with different advantages across the spectrum of timeliness, spatial resolution, and representativeness can maximize the benefits of data collection relative to costs. The COVID-19 pandemic catalyzed massive survey data collection efforts that prioritized timeliness and sample size over population representativeness.The potential for selection bias in these large-scale, low-cost, nonrepresentative data has led to questions about their utility for population health measurement.We developed a multistep regression framework to bias adjust county-level vaccination coverage predictions from the largest public health survey conducted in the United States to date: the US COVID-19 Trends and Impact Survey.Our study demonstrates the value of leveraging differing strengths of multiple data sources to generate estimates on the time scale and geographic scale necessary for proactive public health decision making.

Management of acute perianal abscess: is surgeon specialization associated with improved outcomes?

Acute surgical units (ASU) are increasingly being adopted and in our system are staffed by colorectal and non-colorectal general surgeons. This study aims to evaluate whether surgeon specialization was associated with improved outcomes in perianal abscess. Patients with perianal abscess admitted to the ASU between 2016 and 2020 were identified from a prospective database and their medical records reviewed. Patients with IBD, treatment for fistula-in-ano within the preceding year, or perianal sepsis of non-cryptoglandular origin were excluded. Patients admitted under an ASU colorectal (CR) consultant were compared with those under a non-CR general surgeon in a retrospective cohort study. Primary outcome was perianal abscess recurrence. For those without initial fistula, hazard of recurrent abscess or fistula was analysed. Multivariable Cox PH regression analysis was performed. Four-hundred and eight patients were included (150 CR, 258 non-CR). The CR group more frequently had a fistula identified at index operation (34.0% versus 10.9%, P < 0.0001). However, Cox multivariable analysis found no difference in hazard of recurrent abscess between groups (HR 1.12, 95% CI 0.65-1.95, P = 0.681)). Abscess recurred in 18.7% CR and 15.5% non-CR. Subsequent fistula developed in 14.7% in both groups. For patients without initial fistula, there was no difference between groups in hazard of recurrent abscess or fistula (HR 1.18, 95% CI 0.69-2.01, P = 0.539). Surgeon specialization was not associated with improved outcomes for ASU patients with perianal abscess, albeit with potential selection bias. CR surgeons were more proactive identifying fistulas; this raises the possibility that drainage alone may be adequate treatment.

Minimum tillage as climate-smart agriculture practice and its impact on food and nutrition security.

Minimum tillage (MT) is a sustainable farming practice that limit soil disturbance only to planting stations while leaving the rest of the soil undisturbed. It is an important component of conservation agriculture, which aims to raise agricultural productivity, improve the livelihoods of farmers and build resilient farming systems. Despite the growing empirical literature on its adoption and benefits, there is a paucity of empirical evidence on the heterogeneous effect of length of MT adoption on household welfare. This study uses plot-level and household data combined with geo-referenced historical weather data to provide microeconomic evidence of the impact of MT on maize yields, food and nutrition security, and farm labor demand in Ghana. We account for potential selection bias and omitted variable problems by using an ordered probit selection model to estimate two transition-specific treatment effects: from conventional tillage systems to short-term MT adoption and from short-term to long-term MT adoption. The empirical results show that longer cropping seasons of MT adoption significantly increases maize yields and dietary diversity by about 4.33% and 14.22%, respectively, and decreases household food insecurity and labor demand by 42.31% and 11.09%, respectively. These findings highlight the necessity of developing and implementing programs that promote and help smallholder farmers to sustain its adoption for longer cropping season.

The impact of palliative primary tumor resection on overall survival in minimally symptomatic (asymptomatic) colorectal cancer and synchronous unresectable metastases vs chemotherapy only: a comparative study of outcomes

Aim: to evaluate the impact of primary tumor resection (PTR) on treatment outcomes in patients with asymptomatic or minimally symptomatic colorectal cancer (CRC) and synchronous unresectable metastases.Patients and Methods: treatment outcomes of patients with minimally symptomatic CRC and synchronous unresectable metastases were retrospectively assessed (2016–2022). Patients with PTR followed by chemotherapy were compared to patients receiving chemotherapy only. Survival was determined by the Kaplan-Meier method and differences were evaluated using the log-rank test and Cox proportional-hazards regression model. To reduce potential selection bias between two groups a propensity score matching (PSM) was performed.Results: no significant differences in 30-day mortality rate (р = 1,00) and the rate of surgical intervention due to complications of first treatment (р = 1,00) between the two groups. Before matching the median survivals were 27,8 and 24 months in the PTR and chemotherapy groups, respectively (р = 0,2). After PSM the overall survival rate at 3 years was 42,1% for the PTR group and 34% for the chemotherapy group (р = 0,47). The median survivals were 27,9 and 24,4 months, respectively. Three-year overall survival rate for patients with stage IVB was significantly higher in the PTR group than in the chemotherapy group (37,8% versus 4,8%; р = 0,02). The median survivals were 36,1 and 17,2 months, respectively. In multivariate analysis radical resection (R0) if unresectable metastases converted into resectable after initial treatment was the only significant prognostic factor for survival (p &lt; 0,001).Conclusions: PTR in patients with asymptomatic or minimally symptomatic CRC and synchronous unresectable metastases is associated with acceptable postoperative morbidity and mortality rates and may improve overall survival for patients with stage IVB comparing to chemotherapy as a treatment of first line. However, randomized controlled trials are needed.

Categorization of organizational reputation and subordinate organizations' global funding outcome: A higher education perspective

Reputation is critical for building relationships with business customers in the global marketplace. However, in structurally connected organization configurations, the literature focuses mainly on one of the functional unit's reputations (either subordinate or superordinate organization), leaving out the interplay of reputation among various units in the organization. Drawing on identity and categorization theories, we develop a framework to examine the effects of brand reputation at both levels. Our study context is higher education, where business schools (subordinate) operate as autonomous entities globally yet are dependent on universities (superordinate) for policy decisions. We specify a random effects model on a 10-year panel dataset of 193 business schools to account for unobserved heterogeneity, potential selection bias, and endogeneity of reputation. Our findings suggest that brand reputation attributes at the subordinate and superordinate levels both individually and synergistically affect subordinate funding outcomes (i.e., business-school endowment). Furthermore, subordinate-level resource-utilization signals, such as diversification strategies and top executives' backgrounds, and superordinate-level policy signals, such as organization ownership and inclusivity, inform donor decisions and moderate the reputation–funding relationship. Our study suggests that administrators and managers should consider donor identity salience in marketing efforts.

Breed predispositions to congenital and juvenile cataracts in horses at two academic institutions.

Determination of horse breeds predisposed to congenital and juvenile cataracts will enable investigations into potential genetic mechanisms for cataracts in horses. To investigate horse breed predispositions to congenital and juvenile cataracts in two academic referral populations. Retrospective case series. Medical record identification of horses diagnosed with congenital or juvenile cataracts at the Cornell University Equine Hospital (2000-2022) and the University of California-Davis (UCD) Large Animal Clinic (1990-2021). Signalment, examination findings and treatments were recorded. Descriptive statistics were performed, and breed over-representations were determined using Chi-squared or Fisher's exact tests. Thirty-one (Cornell) and 70 (UCD) horses with congenital or juvenile cataracts were identified, for a total of 101 affected horses. Seventy-eight horses were affected bilaterally and 23 were affected unilaterally, for a total of 179 affected eyes. Standardbreds were significantly over-represented at both institutions, comprising 32.5% of congenital/juvenile cataract cases and 10% of the equine hospital population at Cornell (p < 0.001) and 4.3% of cataract cases and 1.3% of the equine hospital population at UCD (p = 0.03). Thoroughbreds were under-represented for congenital and juvenile cataracts at both institutions (p = 0.03 Cornell, p = 0.01 UCD). Retrospective study, potential for selection bias. The over-representation of the Standardbred breed for congenital and juvenile cataracts at two institutions suggests an underlying genetic basis in the breed. Future genetic and genomic studies are warranted to investigate heritable cataracts in Standardbred horses.