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1.
Can J Psychiatry ; 68(6): 426-435, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36453004

ABSTRACT

OBJECTIVE: To investigate how primary care access, intensity and quality of care changed among patients living with schizophrenia before and after the onset of the COVID-19 pandemic in Ontario, Canada. METHODS: This cohort study was performed using primary care electronic medical record data from the University of Toronto Practice-Based Research Network (UTOPIAN), a network of > 500 family physicians in Ontario, Canada. Data were collected during primary care visits from 2643 patients living with schizophrenia. Rates of primary care health service use (in-person and virtual visits with family physicians) and key preventive health indices indicated in antipsychotic monitoring (blood pressure readings, hemoglobin A1c, cholesterol and complete blood cell count [CBC] tests) were measured and compared in the 12 months before and after onset of the COVID-19 pandemic. RESULTS: Access to in-person care dropped with the onset of the COVID-19 pandemic. During the first year of the pandemic only 39.5% of patients with schizophrenia had at least one in-person visit compared to 81.0% the year prior. There was a corresponding increase in virtual visits such that 78.0% of patients had a primary care appointment virtually during the pandemic period. Patients prescribed injectable antipsychotics were more likely to continue having more frequent in-person appointments during the pandemic than patients prescribed only oral or no antipsychotic medications. The proportion of patients who did not have recommended tests increased from 41.0% to 72.4% for blood pressure readings, from 48.9% to 60.2% for hemoglobin A1c, from 57.0% to 67.8% for LDL cholesterol and 45.0% to 56.0% for CBC tests during the pandemic. CONCLUSIONS: There were substantial decreases in preventive care after the onset of the pandemic, although primary care access was largely maintained through virtual care. Addressing these deficiencies will be essential to promoting health equity and reducing the risk of poor health outcomes.


Subject(s)
Antipsychotic Agents , COVID-19 , Schizophrenia , Humans , Ontario/epidemiology , Pandemics , Schizophrenia/drug therapy , Schizophrenia/epidemiology , Cohort Studies , Glycated Hemoglobin , Antipsychotic Agents/therapeutic use , Primary Health Care
2.
Ann Fam Med ; 20(20 Suppl 1)2022 04 01.
Article in English | MEDLINE | ID: mdl-35947415

ABSTRACT

Context: Many people have experienced poorer mental health and increased distress during the COVID-19 pandemic. It is unclear to what extent this has resulted in increases in the number of patients presenting with anxiety and/or depression in primary care. Objective: To determine if there are more patients are visiting their family doctor for anxiety/depression during the COVID-19 pandemic compared to before the pandemic, and to determine whether these effects varied based on patient demographic characteristics. Study Design: A retrospective cohort study of family medicine patients from 2017-2020. Data Source: Electronic medical records (EMRs) from the University of Toronto Practice Based-Research Network (UTOPIAN) Data Safe Haven. The majority of physicians in the UTOPIAN EMR database practice in the Greater Toronto Area, a high-COVID region of Canada. Population Studied: Active family practice patients aged 10 and older with at least 1 year of EMR data. Outcome Measures: Visits for anxiety and/or depression; prescriptions for antidepressant medications. Results: Changes in visits for anxiety and depression during the COVID-19 pandemic were consistent with an increased demand for mental healthcare and an increase in the number of individuals with anxiety and depression. Increases in visits for anxiety and depression were larger for younger patients, women, and later in the pandemic. Among younger patients, prescriptions for antidepressants were substantially reduced during the first few months of the pandemic (April-May 2020) but incidences rates increased later in 2020. Increases in visit volume during the pandemic were consist with more frequent visits for anxiety/depression and more new patients presenting with anxiety or depression. Conclusion: The COVID-19 pandemic has resulted in an increased demand for mental health services from family physicians. Increases in anxiety and depression were especially pronounced among younger female patients and increased throughout the pandemic. Our findings highlight the need for continued efforts to support and addresses mental health concerns in primary care.


Subject(s)
COVID-19 , Antidepressive Agents , Anxiety/epidemiology , Anxiety/etiology , Anxiety/psychology , COVID-19/epidemiology , Cohort Studies , Depression/epidemiology , Depression/psychology , Female , Humans , Ontario/epidemiology , Pandemics , Primary Health Care , Retrospective Studies , SARS-CoV-2
3.
Ear Hear ; 42(6): 1770-1781, 2021.
Article in English | MEDLINE | ID: mdl-34010249

ABSTRACT

PURPOSE: As hearing rehabilitation research evolves to include both retrospective and momentary assessment outcome measures, it is important to understand how in-the-moment contextual factors influence subjective ratings. We aimed to determine, over a 4-week period of participants responding to ecological momentary assessments (EMAs) in their own environments, whether: (1) participants will complete surveys in speech-in-noise listening situations; (2) ratings of speech in noise change in a predictable manner as the acoustic conditions change; and (3) EMAs provide patient insights beyond those provided from retrospective ratings. DESIGN: Fourteen adults aged 26 to 86 years with at least 6 months of hearing aid experience were recruited for an 8-week crossover field trial (4 weeks wearing hearing aids with no EMA; 4 weeks wearing hearing aids with EMA). Participants were fitted with hearing aids and provided with a streamer and a smartphone with an app that analyzed the acoustic signal from the hearing aids and alerted the participant to respond to a survey when predetermined acoustic conditions were detected. Participants were prompted to complete brief surveys up to 9 times/day that contained establishing questions, quality ratings, and items assessing perceived benefit, residual activity limitation, and satisfaction. Participants also completed retrospective questionnaires at intake and after each 4-week field trial. RESULTS: Participants completed an average of 4.4 surveys per day. The quality ratings changed as the acoustics changed: Ratings of intelligibility were lower for 10 dB signal-to-noise ratio (SNR) than 20 dB SNR (p = 0.006); ratings of noisiness were higher for 10 dB SNR than 20 dB SNR (p = 0.001) and higher for 65 dB SPL than 50 dB SPL (p < 0.001); ratings of effort were higher for 65 dB SPL than 50 dB SPL (p = 0.004); ratings of loudness were higher for 65 dB SPL than 50 dB SPL (p = 0.001). Descriptive analysis of satisfaction, benefit, and residual activity limitation responses showed that the momentary surveys provided more detail about individual variability across acoustic conditions than the retrospective questions. CONCLUSIONS: Participants completed more than 99% of the triggered surveys, demonstrating high compliance. Because the quality ratings generally changed in the hypothesized direction, it is concluded that the participants provided valid responses. The greater variability in responses with EMA than retrospective questionnaires demonstrates its potential utility as a clinical tool for exploring hearing aid outcomes in real-world environments.


Subject(s)
Hearing Aids , Speech Perception , Adult , Aged , Aged, 80 and over , Humans , Middle Aged , Noise , Retrospective Studies , Speech , Speech Perception/physiology
4.
Psychooncology ; 27(3): 831-837, 2018 03.
Article in English | MEDLINE | ID: mdl-29076568

ABSTRACT

OBJECTIVE: Fatigue is a distressing symptom many cancer patients experience even after completion of treatment. Although theory and empirical evidence indicate that negative cognitions perpetuate fatigue after completion of treatment, insight into how this process unfolds in daily life is limited. This study used an intensive longitudinal design to investigate the reciprocal relationship between catastrophizing and fatigue in daily life and whether affective and behavioral processes mediate these relationships. METHODS: Post-treatment colorectal cancer patients (n = 101) completed daily diaries (14 days, 3 times daily) regarding their fatigue, catastrophizing, positive and negative affect, and physical activity. Multilevel modeling was applied to investigate within-person associations within days. RESULTS: Analyses revealed a positive reciprocal relationship between fatigue and catastrophizing throughout the day. That is, high levels of catastrophizing were associated with increases in fatigue within patients. In turn, but to a lesser extent, high levels of fatigue predicted increases in catastrophizing at the next assessment. Low positive affect and high negative affect mediated the effect of catastrophizing on increases in fatigue. Only negative affect mediated the reverse relationship. Physical activity did not mediate either relationship. CONCLUSIONS: This study provides evidence for a mutually reinforcing relationship between catastrophizing and fatigue in daily life, which might explain the perpetuation of fatigue after completion of cancer treatment. Fatigue-specific cognitive behavior therapy could be improved by educating patients about this daily reciprocal relationship, train them to quickly replace catastrophizing thoughts in daily life, and help them to cope with affective changes induced by fatigue.


Subject(s)
Affect/physiology , Catastrophization/psychology , Colorectal Neoplasms/psychology , Exercise/psychology , Fatigue/psychology , Adult , Aged , Colorectal Neoplasms/therapy , Female , Humans , Male , Middle Aged
5.
J Pediatr Psychol ; 42(1): 104-113, 2017 01 01.
Article in English | MEDLINE | ID: mdl-28173141

ABSTRACT

Objective: The present study examined the role of maternal posttraumatic growth in changes in behavioral problems among the siblings of children with complex chronic health conditions. Methods: Data were collected from a sample of 70 siblings from 58 families with at least one child diagnosed with a life-threatening genetic, metabolic, or neurological condition. Every 6 months for up to 4 years, sibling behavior problems were assessed through both parent-reports and youth self-reports. At each visit, mothers also completed self-reports of posttraumatic growth. Results: Time-lagged multilevel regression analyses revealed that higher levels of maternal posttraumatic growth predicted subsequent declines in parent-reported internalizing, externalizing, and total behavior problems among healthy siblings. These findings were partially replicated using youth self-reports of their own behavior problems. Conclusion: The findings suggest that the benefits of posttraumatic growth may extend beyond the self to other family members, particularly to children in the family.


Subject(s)
Child Behavior Disorders/diagnosis , Chronic Disease/psychology , Problem Behavior/psychology , Siblings/psychology , Adolescent , Child , Child Behavior/psychology , Child Behavior Disorders/psychology , Female , Humans , Male , Mothers , Self Report
6.
J Am Med Inform Assoc ; 30(2): 367-381, 2023 01 18.
Article in English | MEDLINE | ID: mdl-36413056

ABSTRACT

OBJECTIVE: Accurate and rapid phenotyping is a prerequisite to leveraging electronic health records for biomedical research. While early phenotyping relied on rule-based algorithms curated by experts, machine learning (ML) approaches have emerged as an alternative to improve scalability across phenotypes and healthcare settings. This study evaluates ML-based phenotyping with respect to (1) the data sources used, (2) the phenotypes considered, (3) the methods applied, and (4) the reporting and evaluation methods used. MATERIALS AND METHODS: We searched PubMed and Web of Science for articles published between 2018 and 2022. After screening 850 articles, we recorded 37 variables on 100 studies. RESULTS: Most studies utilized data from a single institution and included information in clinical notes. Although chronic conditions were most commonly considered, ML also enabled the characterization of nuanced phenotypes such as social determinants of health. Supervised deep learning was the most popular ML paradigm, while semi-supervised and weakly supervised learning were applied to expedite algorithm development and unsupervised learning to facilitate phenotype discovery. ML approaches did not uniformly outperform rule-based algorithms, but deep learning offered a marginal improvement over traditional ML for many conditions. DISCUSSION: Despite the progress in ML-based phenotyping, most articles focused on binary phenotypes and few articles evaluated external validity or used multi-institution data. Study settings were infrequently reported and analytic code was rarely released. CONCLUSION: Continued research in ML-based phenotyping is warranted, with emphasis on characterizing nuanced phenotypes, establishing reporting and evaluation standards, and developing methods to accommodate misclassified phenotypes due to algorithm errors in downstream applications.


Subject(s)
Biomedical Research , Electronic Health Records , Machine Learning , Algorithms , Phenotype
7.
PLoS One ; 18(3): e0281307, 2023.
Article in English | MEDLINE | ID: mdl-36913355

ABSTRACT

OBJECTIVE: To determine whether more patients presented with Attention-deficit/hyperactivity disorder (ADHD)-related visits and/or sought care from family physicians more frequently during the COVID-19 pandemic. METHODS: Electronic medical records from the University of Toronto Practice-Based Research Network were used to characterize changes in family physician visits and prescriptions for ADHD medications. Annual patient prevalence and visit rates pre-pandemic (2017-2019) were used to calculate the expected rates in 2020 and 2021. The expected and observed rates were compared to identify any pandemic-related changes. RESULTS: The number of patients presenting for ADHD-related visits during the pandemic was consistent with pre-pandemic trends. However, observed ADHD-related visits in 2021 were 1.32 times higher than expected (95% CI: 1.05-1.75), suggesting that patients visited family physicians more frequently than before the pandemic. CONCLUSION: Demand for primary care services related to ADHD has continued to increase during the pandemic, with increased health service use among those accessing care.


Subject(s)
Attention Deficit Disorder with Hyperactivity , COVID-19 , Central Nervous System Stimulants , Humans , Attention Deficit Disorder with Hyperactivity/therapy , Attention Deficit Disorder with Hyperactivity/drug therapy , Pandemics , Central Nervous System Stimulants/therapeutic use , COVID-19/epidemiology , Prescriptions , Primary Health Care
8.
PLoS One ; 18(12): e0288503, 2023.
Article in English | MEDLINE | ID: mdl-38127861

ABSTRACT

The COVID-19 pandemic has led to an increase in the prevalence of substance use presentations. This study aims to assess the impact of the COVID-19 pandemic on the rate of primary care visits for substance use including tobacco, alcohol, and other drug use among primary care patients in Ontario, Canada. Diagnostic and service fee code data were collected from a longitudinal cohort of family medicine patients during pre-pandemic (March 14, 2019-March 13, 2020) and pandemic periods (March 14, 2020-March 13, 2021). Generalized linear models were used to compare the rate of substance-use related visits pre-pandemic and during the pandemic. The effects of demographic characteristics including age, sex, and income quintile were also assessed. Relative to the pre-pandemic period, patients were less likely to have a primary care visit during the pandemic for tobacco-use related reasons (OR = 0.288, 95% CI [0.270-0.308]), and for alcohol-use related reasons (OR = 0.851, 95% CI [0.780-0.929]). In contrast, patients were more likely to have a primary care visit for other drug-use related reasons (OR = 1.150, 95% CI [1.080-1.225]). In the face of a known increase in substance use during the COVID-19 pandemic, a decrease in substance use-related primary care visits likely represents an unmet need for this patient population. This study highlights the importance of continued research in the field of substance use, especially in periods of heightened vulnerability such as during the COVID-19 pandemic.


Subject(s)
COVID-19 , Substance-Related Disorders , Humans , Ontario/epidemiology , Pandemics , COVID-19/epidemiology , Substance-Related Disorders/epidemiology , Primary Health Care
9.
CJC Open ; 5(12): 916-924, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38204848

ABSTRACT

Background: Primary care electronic medical record (EMR) data can be used to identify, manage, and screen hypertension cases. However, this approach relies on completeness and accessibility of documented blood pressure (BP) values. With the large switch to virtual care due to the COVID-19 pandemic, we assessed BP documentation in primary care EMRs during the pandemic, across patient and physician groups. Methods: Hypertension-related visits were identified during the pre-pandemic (January 2017 to February 2020) and pandemic (March 2020 to December 2021) periods from a primary care EMR database in Ontario, Canada. Clustered logistic regression models were used to analyze the relationship of physician and patient characteristics with an outcome variable of documented BP. A chart review of 3200 hypertension visits without a BP recorded in structured data fields was conducted to determine if BP was recorded in progress notes. Results: Pre-pandemic, 75.7% of hypertension-related visits (113,966 of 150,511) had a BP recorded in structured documentation, but this significantly decreased to 36.4% (26,660 of 73,239) during the pandemic (odds ratio [OR] = 0.18, 95% confidence interval [CI]: 0.18-0.19). For virtual visits, 14.3% (6357 of 44,572) had a documented BP, vs 74.0% (20,056 of 27,089) for in-person visits. Chart review found that 55.9% of hypertension visits had no associated BP in structured documentation, but did have a BP recorded in the progress note. Male providers, compared to female providers, were less likely to record BPs pre-pandemic (OR = 0.45, 95% CI: 0.32-0.63) and during the pandemic, for both virtual visits (OR = 0.48, 95% CI: 0.32-0.71) and in-person visits (OR = 0.46, 95% CI: 0.33-0.64). Conclusions: BP documented in primary care EMRs declined during the pandemic, most likely due to high rates of virtual visits impacting hypertension detection and management.


Contexte: Les données des dossiers médicaux électroniques (DME) provenant des soins primaires peuvent être utilisées pour détecter, prendre en charge et dépister les cas d'hypertension. Cependant, cette approche dépend de l'accessibilité et de l'exhaustivité des valeurs de pression artérielle (PA) consignées aux dossiers. Étant donné l'important passage aux soins virtuels attribuable à la pandémie de COVID-19, nous avons évalué la façon dont la PA avait été consignée dans les DME de soins primaires pendant la pandémie, parmi des groupes de patients et de médecins. Méthodologie: Les consultations liées à l'hypertension pendant les périodes pré-pandémique (de janvier 2017 à février 2020) et pandémique (de mars 2020 à décembre 2021) ont été recueillies d'une banque de données de DME de soins primaires en Ontario (Canada). Des modèles de régression logistique regroupée ont été utilisés pour analyser le lien entre les caractéristiques des médecins et de patients et une variable de résultats des PA consignées. Une revue des dossiers portant sur 3200 consultations pour hypertension sans consignation de la PA dans les champs de données structurés a été effectuée afin de déterminer si la PA avait été notée dans les notes d'évolution. Résultats: Avant la pandémie, la PA avait été consignée dans une documentation structurée pour 75,7 % (113 966 sur 150 511) des consultations pour hypertension, mais cette proportion a chuté considérablement à 36,4 % (26 660 sur 73 239) pendant la pandémie (rapport des cotes [RC] = 0,18; intervalle de confiance [IC] à 95 % : 0,18-0,19). Pour ce qui est des consultations virtuelles, la PA a été consignée dans 14,3 % (6357 sur 44 572) des cas, comparativement à 74,0 % (20 056 sur 27 089) pour les consultations en personne. Une analyse des dossiers a révélé que pour 55,9 % des consultations pour hypertension, aucune mesure de PA ne figurait dans la documentation structurée, mais qu'une valeur de PA avait toutefois été consignée dans les notes d'évolution. Les professionnels de la santé masculins, comparativement aux femmes, ont été moins susceptibles de consigner les valeurs de PA avant la pandémie (RC = 0,45; IC à 95 % : 0,32-0,63) et pendant la pandémie, tant lors des consultations virtuelles (RC = 0,48; IC à 95 % : 0,32-0,71) que des consultations en personne (RC = 0,46; IC à 95 % : 0,33-0,64). Conclusions: L'inscription des valeurs de PA dans les DME de soins primaires a décliné pendant la pandémie, fort probablement en raison de la proportion élevée de consultations virtuelles, ce qui a eu une incidence sur la détection et la prise en charge de l'hypertension.

10.
J Affect Disord ; 303: 216-222, 2022 04 15.
Article in English | MEDLINE | ID: mdl-35139415

ABSTRACT

BACKGROUND: Population-based surveys indicate that many people experienced increased psychological distress during the COVID-19 pandemic. We aimed to determine if there was a corresponding increase in patients receiving services for anxiety and depression from their family physicians. METHODS: Electronic medical records from the University of Toronto Practice Based-Research Network (UTOPIAN; N = 322,920 patients) were used to calculate incidence rates for anxiety/depression related visits and antidepressant prescriptions before the COVID-19 pandemic (January 2018-February 2020) and during the COVID-19 pandemic (March-December 2020). Data from the pre-pandemic period were used to predict expected rates during the pandemic period which was compared to the observed rate. RESULTS: The number of patients presenting with anxiety/depression symptoms in primary care varied across age groups, sex, and time since pandemic onset. Among the youngest patients (ages 10-18 years), there were fewer patients than pre-pandemic visiting for new episodes of anxiety/depression and being prescribed antidepressants in April 2020, but by the end of 2020 this trend had reversed such that incidence rates for anxiety/depression related visits were higher than pre-pandemic levels. Among older adults, incidence rates of anxiety/depression related visits increased in April 2020 with the onset of the pandemic, and remained higher than expected throughout 2020. LIMITATIONS: A convenience sample of 362 family physicians in Ontario was used. CONCLUSION: Demand for mental health services from family physicians varied by patient age and sex and changed with the onset of the COVID-19 pandemic. By the end of 2020, more patients were seeking treatment for anxiety/depression related concerns.


Subject(s)
COVID-19 , Pandemics , Adolescent , Aged , Anxiety/drug therapy , Anxiety/epidemiology , COVID-19/epidemiology , Child , Depression/drug therapy , Depression/epidemiology , Humans , Primary Health Care , Retrospective Studies , SARS-CoV-2
11.
Vaccine ; 40(12): 1790-1798, 2022 03 15.
Article in English | MEDLINE | ID: mdl-35164987

ABSTRACT

BACKGROUND: The COVID-19 pandemic has caused a disruption in childhood immunization coverage around the world. This study aimed to determine the change in immunization coverage for children under 2 years old in Ontario, Canada, comparing time periods pre-pandemic to during the first year of the pandemic. METHODS: Observational retrospective open cohort study, using primary care electronic medical record data from the University of Toronto Practice-Based Research Network (UTOPIAN) database, from January 2019 to December 2020. Children under 2 years old who had at least 2 visits recorded in UTOPIAN were included. We measured up-to-date (UTD) immunization coverage rates, overall and by type of vaccine (DTaP-IPV-Hib, PCV13, Rota, Men-C-C, MMR, Var), and on-time immunization coverage rates by age milestone (2, 4, 6, 12, 15, 18 months). We compared average coverage rates over 3 periods of time: January 2019-March 2020 (T1); March-July 2020 (T2); and August-December 2020 (T3). RESULTS: 12,313 children were included. Overall UTD coverage for all children was 71.0% in T1, dropped by 5.7% (95% CI: -6.2, -5.1) in T2, slightly increased in T3 but remained lower than in T1. MMR vaccine UTD coverage slightly decreased in T2 and T3 by approximately 2%. The largest decreases were seen at ages 15-month and 18-month old, with drops in on-time coverage of 14.7% (95% CI: -18.7, -10.6) and 16.4% (95% CI: -20.0, -12.8) respectively during T2. When stratified by sociodemographic characteristics, no specific subgroup of children was found to have been differentially impacted by the pandemic. CONCLUSION: Childhood immunization coverage rates for children under 2 years in Ontario decreased significantly during the early period of the COVID-19 pandemic and only partially recovered during the rest of 2020. Public health and educational interventions for providers and parents are needed to ensure adequate catch-up of delayed/missed immunizations to prevent potential outbreaks of vaccine-preventable diseases.


Subject(s)
COVID-19 , Pandemics , COVID-19/epidemiology , COVID-19/prevention & control , Cohort Studies , Humans , Immunization , Immunization Programs , Infant , Male , Ontario/epidemiology , Retrospective Studies , SARS-CoV-2 , Vaccination Coverage
12.
BMJ Open ; 12(5): e059130, 2022 05 09.
Article in English | MEDLINE | ID: mdl-35534063

ABSTRACT

INTRODUCTION: Through the INTernational ConsoRtium of Primary Care BIg Data Researchers (INTRePID), we compared the pandemic impact on the volume of primary care visits and uptake of virtual care in Australia, Canada, China, Norway, Singapore, South Korea, Sweden, the UK and the USA. METHODS: Visit definitions were agreed on centrally, implemented locally across the various settings in INTRePID countries, and weekly visit counts were shared centrally for analysis. We evaluated the weekly rate of primary care physician visits during 2019 and 2020. Rate ratios (RRs) of total weekly visit volume and the proportion of weekly visits that were virtual in the pandemic period in 2020 compared with the same prepandemic period in 2019 were calculated. RESULTS: In 2019 and 2020, there were 80 889 386 primary care physician visits across INTRePID. During the pandemic, average weekly visit volume dropped in China, Singapore, South Korea, and the USA but was stable overall in Australia (RR 0.98 (95% CI 0.92 to 1.05, p=0.59)), Canada (RR 0.96 (95% CI 0.89 to 1.03, p=0.24)), Norway (RR 1.01 (95% CI 0.88 to 1.17, p=0.85)), Sweden (RR 0.91 (95% CI 0.79 to 1.06, p=0.22)) and the UK (RR 0.86 (95% CI 0.72 to 1.03, p=0.11)). In countries that had negligible virtual care prepandemic, the proportion of visits that were virtual were highest in Canada (77.0%) and Australia (41.8%). In Norway (RR 8.23 (95% CI 5.30 to 12.78, p<0.001), the UK (RR 2.36 (95% CI 2.24 to 2.50, p<0.001)) and Sweden (RR 1.33 (95% CI 1.17 to 1.50, p<0.001)) where virtual visits existed prepandemic, it increased significantly during the pandemic. CONCLUSIONS: The drop in primary care in-person visits during the pandemic was a global phenomenon across INTRePID countries. In several countries, primary care shifted to virtual visits mitigating the drop in in-person visits.


Subject(s)
COVID-19 , Telemedicine , Big Data , COVID-19/epidemiology , Humans , Pandemics , Primary Health Care , SARS-CoV-2
13.
PLoS One ; 16(8): e0255992, 2021.
Article in English | MEDLINE | ID: mdl-34383844

ABSTRACT

PURPOSE: We aimed to determine the degree to which reasons for primary care visits changed during the COVID-19 pandemic. METHODS: We used data from the University of Toronto Practice Based Research Network (UTOPIAN) to compare the most common reasons for primary care visits before and after the onset of the COVID-19 pandemic, focusing on the number of visits and the number of patients seen for each of the 25 most common diagnostic codes. The proportion of visits involving virtual care was assessed as a secondary outcome. RESULTS: UTOPIAN family physicians (N = 379) conducted 702,093 visits, involving 264,942 patients between March 14 and December 31, 2019 (pre-pandemic period), and 667,612 visits, involving 218,335 patients between March 14 and December 31, 2020 (pandemic period). Anxiety was the most common reason for visit, accounting for 9.2% of the total visit volume during the pandemic compared to 6.5% the year before. Diabetes and hypertension remained among the top 5 reasons for visit during the pandemic, but there were 23.7% and 26.2% fewer visits and 19.5% and 28.8% fewer individual patients accessing care for diabetes and hypertension, respectively. Preventive care visits were substantially reduced, with 89.0% fewer periodic health exams and 16.2% fewer well-baby visits. During the pandemic, virtual care became the dominant care format (77.5% virtual visits). Visits for anxiety and depression were the most common reasons for a virtual visit (90.6% virtual visits). CONCLUSION: The decrease in primary care visit volumes during the COVID-19 pandemic varied based on the reason for the visit, with increases in visits for anxiety and decreases for preventive care and visits for chronic diseases. Implications of increased demands for mental health services and gaps in preventive care and chronic disease management may require focused efforts in primary care.


Subject(s)
COVID-19 , Office Visits , Primary Health Care , Adult , Aged , Aged, 80 and over , Canada , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Pandemics
14.
CMAJ Open ; 9(2): E651-E658, 2021.
Article in English | MEDLINE | ID: mdl-34131028

ABSTRACT

BACKGROUND: It has been suggested that the COVID-19 pandemic has worsened socioeconomic disparities in access to primary care. Given these concerns, we investigated whether the pandemic affected visits to family physicians differently across sociodemographic groups. METHODS: We conducted a retrospective cohort study using electronic medical records from family physician practices within the University of Toronto Practice-Based Research Network. We evaluated primary care visits for a fixed cohort of patients who were active within the database as of Jan. 1, 2019, to estimate the number of patients who visited their family physician (visitor rate) and the number of distinct visits (visit volume) between Jan. 1, 2019, to June 30, 2020. We compared trends in visitor rate and visit volume during the pandemic (Mar. 14 to June 30, 2020) with the same period in the previous year (Mar. 14 to June 30, 2019) across sociodemographic factors, including age, sex, neighbourhood income, material deprivation and ethnic concentration. RESULTS: We included 365 family physicians and 372 272 patients. Compared with the previous year, visitor rates during the pandemic period dropped by 34.5%, from 357 visitors per 1000 people to 292 visitors per 1000 people. Declines in visit volume during the pandemic were less pronounced (21.8% fewer visits), as the mean number of visits per patient increased during the pandemic (from 1.64 to 1.96). The declines in visitor rate and visit volume varied based on patient age and sex, but not socioeconomic status. INTERPRETATION: Although the number of visits to family physicians dropped substantially during the first few weeks of the COVID-19 pandemic in Ontario, patients from communities with low socioeconomic status did not appear to be disproportionately affected. In this primary care setting, the pandemic appears not to have worsened socioeconomic disparities in access to care.


Subject(s)
Appointments and Schedules , Family Practice/trends , Healthcare Disparities/statistics & numerical data , Primary Health Care/trends , Adolescent , Adult , Age Factors , Aged , COVID-19 , Cohort Studies , Female , Health Services Accessibility , Humans , Male , Middle Aged , Ontario , Retrospective Studies , SARS-CoV-2 , Sex Factors , Social Class , Young Adult
15.
Health Psychol ; 38(12): 1096-1106, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31580128

ABSTRACT

OBJECTIVE: Fatigue is a prevalent and long-lasting symptom among patients with cancer that is known to be worsened by patients' catastrophizing thoughts about their fatigue. Spouses are also burdened by patient fatigue, which may lead them to catastrophize as well. Based on the dyadic coping literature, this study hypothesized that patient and spouse catastrophizing translate into worse fatigue through co-rumination-couples' communications dwelling on the negative aspects of fatigue (H1). While maladaptive for fatigue, co-rumination also was expected to foster couple relationship satisfaction (H2). METHOD: Posttreatment patients with cancer and their spouses (n = 101 dyads) completed daily diaries for 14 days. Patients reported on their momentary fatigue severity. Both couple members reported on their catastrophizing about the patients' fatigue, co-rumination, and their momentary relationship satisfaction. Multilevel structural equation modeling was applied to test within-person actor- and partner-effects between catastrophizing, co-rumination, and changes in fatigue (H1) and between co-rumination and changes in relationship satisfaction (H2). RESULTS: Whereas patient catastrophizing was directly related to their fatigue (b = 0.52, 95% credibility interval [CI] [0.09, 0.95]), as hypothesized, the effect of spouse catastrophizing on patient fatigue was mediated through co-rumination (indirect effect = 0.32, 95% CI [0.07, 0.60]). Unexpectedly, patient- and spouse-reported co-rumination were unrelated to both couple members' relationship satisfaction. CONCLUSIONS: Spouse catastrophizing contributes to patient fatigue severity through couples' ruminative communications. Co-rumination was not related to relationship satisfaction. Reducing patient and spouse catastrophizing and fostering adaptive dyadic communication in daily life could be targets for future interventions aiming to relieve fatigue in patients after completion of cancer treatment. (PsycINFO Database Record (c) 2019 APA, all rights reserved).


Subject(s)
Catastrophization/pathology , Fatigue/etiology , Neoplasms/complications , Adaptation, Psychological , Fatigue/psychology , Female , Humans , Male , Middle Aged
16.
Front Psychol ; 9: 1760, 2018.
Article in English | MEDLINE | ID: mdl-30294292

ABSTRACT

Research indicates that perceived support availability is beneficial, with support available from the spouse particularly important for well-being. However, actual support mobilization has shown mixed associations with recipient well-being. The primary goal of the present study was to go beyond examining the effects of global perceptions of support on recipient outcomes. Instead, we examined the effects of several specific types of support that have been found to be important in the clinical literature. In this study, we followed both members of couples in which one partner was diagnosed with rheumatoid arthritis. Patients provided reports on pain for both mornings and evenings across 1 week. Both partners also reported esteem, solicitous, and negative support mobilization received by the patient. We found that patient pain tended to increase across the day following increases in patient reports of negative support receipt and partner reports of solicitous support provision. We also found that patient pain tended to decrease across the day when partners reported increased levels of esteem support provision. Reverse causation analyses indicated higher levels of patient pain may lead partners to increase solicitous support mobilization to the patient. Findings underscore the importance of examining both partners' reports of support within a dyadic coping framework. They further suggest that not all forms of support are equally beneficial, calling for a finer grained assessment of specific support transactions.

17.
J Pain Symptom Manage ; 55(4): 1131-1137, 2018 04.
Article in English | MEDLINE | ID: mdl-29221847

ABSTRACT

CONTEXT: Understanding cancer patients' everyday pain experiences and their concomitant use of pain medication may help identify ways to improve pain management among outpatients. OBJECTIVES: This study examined the between-person and within-person associations between pain intensity and analgesic use in metastatic breast cancer patients. METHODS: Fifty-three women who were initiating treatment for metastatic breast cancer completed electronic diary assessments six times per day for 14 days. RESULTS: The likelihood of taking medication was found to depend on patients' average pain levels and on whether their pain was better or worse than usual at the time. Patients who typically experienced moderate-to-high pain were more likely to be prescribed and to take analgesics than were patients who typically experienced low pain. However, these patients tended not to vary their medication use based on within-person fluctuations in pain. In contrast, patients who typically experienced low pain tended to increase their medication use at times when their pain was higher than usual but were less likely to use medication than were patients who typically experienced higher levels of pain. CONCLUSION: Our findings provide some evidence that patients with advanced cancer tend to use their pain medications appropriately. Patients with lower pain appear to be taking medications in response to increases in pain, whereas patients whose pain is typically more intense may be relying on other cues to prompt them to take analgesic medication. Clinicians may need to be sensitive to individual differences in the factors associated with pain medication use in daily life.


Subject(s)
Analgesics/therapeutic use , Breast Neoplasms/drug therapy , Adult , Aged , Ambulatory Care , Breast Neoplasms/pathology , Electronic Health Records , Female , Humans , Medical Records , Middle Aged , Monitoring, Ambulatory , Neoplasm Metastasis , Pain Measurement
18.
Health Psychol ; 37(11): 1015-1024, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30247065

ABSTRACT

OBJECTIVE: This study investigates the associations of daily partner responses toward patient's fatigue and well behavior with patient's fatigue interference and relationship satisfaction. The moderating effect of fatigue severity was also examined. METHOD: In an intensive longitudinal design, patients treated for colorectal cancer and their partners (n = 101 dyads) completed diaries for 14 days. Patients and partners reported on partner responses toward patient's fatigue behavior (e.g., resting), partner responses toward patient's well behavior (e.g., being active), and fatigue severity. Patients also indicated their fatigue interference and relationship satisfaction. Multilevel modeling was applied to assess within-person main and interaction effects. RESULTS: Patient-reported solicitous responses toward fatigue behavior and negative responses toward well behavior were associated with increases in fatigue interference, while facilitative responses toward well behavior were associated with a decrease in fatigue interference. The latter two associations were intensified on days patients reported relatively high fatigue. Solicitous responses toward fatigue behavior and facilitative responses toward well behavior were also associated with increases in relationship satisfaction. Punishing responses toward fatigue behavior were associated with a decrease in relationship satisfaction, especially on days patients reported higher fatigue. Models using partner reports largely confirmed the main effects of partner responses on fatigue interference and relationship satisfaction but failed to reproduce the moderating effect of fatigue. CONCLUSIONS: Daily partner responses appear to impact patients' fatigue adjustment, especially on days patients experience high fatigue levels. Only facilitative responses toward well behavior seem to benefit both patients' fatigue interference and relationship satisfaction. Couple interventions should guide partners to encourage patients' well behavior and aid them to correctly estimate patients' current fatigue severity. (PsycINFO Database Record (c) 2018 APA, all rights reserved).


Subject(s)
Coitus/psychology , Colorectal Neoplasms/psychology , Fatigue/psychology , Personal Satisfaction , Sexual Partners/psychology , Adaptation, Psychological , Aged , Female , Humans , Interpersonal Relations , Male , Middle Aged , Sexual Behavior , Surveys and Questionnaires
19.
J Occup Health Psychol ; 22(1): 71-85, 2017 Jan.
Article in English | MEDLINE | ID: mdl-26866412

ABSTRACT

Given evidence suggesting a detrimental effect of occupational stress on sleep, it is important to identify protective factors that may ameliorate this effect. We followed 87 paramedics upon waking and after work over 1 week using a daily diary methodology. Multilevel modeling was used to examine whether the detrimental effects of daily occupational stress on sleep quality were buffered by perceived social support availability. Paramedics who reported more support availability tended to report better quality sleep over the week. Additionally, perceived support availability buffered postworkday sleep from average occupational stress and days of especially high occupational stress. Perceived support availability also buffered off-workday sleep from the cumulative amount of occupational stress experienced over the previous workweek. Those with low levels of support displayed poor sleep quality in the face of high occupational stress; those high in support did not show significant effects of occupational stress on sleep. (PsycINFO Database Record


Subject(s)
Allied Health Personnel/psychology , Occupational Diseases/psychology , Sleep Wake Disorders/psychology , Social Support , Stress, Psychological/psychology , Adult , Canada/epidemiology , Female , Humans , Longitudinal Studies , Male , Medical Records , Middle Aged , Multilevel Analysis , Occupational Diseases/epidemiology , Sleep Wake Disorders/epidemiology , Stress, Psychological/epidemiology , Surveys and Questionnaires , Work Schedule Tolerance
20.
Arthritis Care Res (Hoboken) ; 66(4): 532-41, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24023009

ABSTRACT

OBJECTIVE: To examine the effects of depressive symptoms and spouse empathic responding on patient disability and marital quality over time and to identify factors that contribute to patients perceiving their spouses as responding empathically to their rheumatoid arthritis (RA). METHODS: Patients diagnosed with RA and their spouses (n = 133 couples) independently completed mailed questionnaires at baseline and 1 year later. Patients completed measures of functional impairment, marital quality, depressive symptoms, and perceived empathic responding from their spouse. Spouses reported their own depressive symptoms and empathic responding behavior. RESULTS: Perceived empathic responding was found to interact with spouse depressive symptoms, contributing significantly to the prediction of patient functional impairment at followup. Only when spouse empathic responding was low was spouse depression associated with greater patient functional impairment 1 year later. Similarly, in the model predicting patient marital quality at followup, there were significant 2-way interactions between perceived empathic responding and both spouse depressive symptoms and patient depressive symptoms. Only when spouse empathic responding was low did patient or spouse depression significantly predict poorer marital quality at followup. Patient perceptions of spouse empathic responding were found to depend on spouse reports of their own empathic responding, patient marital satisfaction, and the interaction of patient depressive symptoms and marital satisfaction. CONCLUSION: Empathic responding from the spouse was found to buffer against the negative effects of spouse depression on functional and marital outcomes for patients with RA. In developing couple-oriented RA treatments, increasing perceived empathic responding could serve as a useful target for intervention.


Subject(s)
Arthritis, Rheumatoid/psychology , Depression , Empathy , Marriage/psychology , Female , Humans , Linear Models , Male , Middle Aged
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