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Wang J, Zhen X, Coyte PC, Shao D, Zhao N, Chang L, Feng Y, Sun X. Association Between Online Health Information-Seeking Behaviors by Caregivers and Delays in Pediatric Cancer: Mixed Methods Study in China. J Med Internet Res 2023; 25:e46953. [PMID: 37585244 PMCID: PMC10468701 DOI: 10.2196/46953] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/06/2023] [Accepted: 07/19/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Pediatric cancer patients in China often present at an advanced stage of disease resulting in lower survival and poorer health outcomes. One factor hypothesized to contribute to delays in pediatric cancer has been the online health information-seeking (OHIS) behaviors by caregivers. OBJECTIVE This study aims to examine the association between OHIS behaviors by caregivers and delays for Chinese pediatric cancer patients using a mixed methods approach. METHODS This study used a mixed methods approach, specifically a sequential explanatory design. OHIS behavior by the caregiver was defined as the way caregivers access information relevant to their children's health via the Internet. Delays in pediatric cancer were defined as any one of the following 3 types of delay: patient delay, diagnosis delay, or treatment delay. The quantitative analysis methods included descriptive analyses, Student t tests, Pearson chi-square test, and binary logistic regression analysis, all performed using Stata. The qualitative analysis methods included conceptual content analysis and the Colaizzi method. RESULTS A total of 303 pediatric cancer patient-caregiver dyads was included in the quantitative survey, and 29 caregivers completed the qualitative interview. Quantitative analysis results revealed that nearly one-half (151/303, 49.8%) of patients experienced delays in pediatric cancer, and the primary type of delay was diagnosis delay (113/303, 37.3%), followed by patient delay (50/303, 16.5%) and treatment delay (24/303, 7.9%). In this study, 232 of the 303 (76.6%) caregiver participants demonstrated OHIS behaviors. When those engaged in OHIS behaviors were compared with their counterparts, the likelihood of patient delay more than doubled (odds ratio=2.21; 95% CI 1.03-4.75). Qualitative analysis results showed that caregivers' OHIS behaviors impacted the cancer care pathway by influencing caregivers' symptom appraisal before the first medical contact and caregivers' acceptance of health care providers' diagnostic and treatment decisions. CONCLUSIONS Our findings suggest that OHIS among Chinese pediatric caregivers may be a risk factor for increasing the likelihood of patient delay. Our government and society should make a concerted effort to regulate online health information and improve its quality. Specialized freemium consultations provided by health care providers via online health informatic platforms are needed to shorten the time for caregivers' cancer symptom appraisal before the first medical contact.
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Affiliation(s)
- Jiamin Wang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Xuemei Zhen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Peter C Coyte
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Di Shao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Ni Zhao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Lele Chang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Yujia Feng
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Xiaojie Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
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Acharjee P, Mullick MSI. The Pattern of Help-Seeking Behavior Among Patients With Sexual Dysfunctions Attending in Psychiatry Outpatient Department in a Tertiary Care Hospital of Bangladesh. Sex Med 2021; 9:100381. [PMID: 34126433 PMCID: PMC8360919 DOI: 10.1016/j.esxm.2021.100381] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 03/14/2021] [Accepted: 04/09/2021] [Indexed: 01/23/2023] Open
Abstract
INTRODUCTION Identifying the possible pattern of help-seeking can explain the gap between care need and actual use of care. AIM To know the patterns of help-seeking behavior among patients with sexual dysfunction in the context of a developing country. METHODS This was a cross-sectional, qualitative study using criterion sampling among the diagnosed patients of sexual dysfunction attending the psychiatry outpatient department. Based on data saturation, 18 in-depth interviews were done. For method triangulation, 1 key informant interview, 1 informal interview, and 1 focus group discussion were performed. Data were analyzed manually using the thematic analysis method. MAIN OUTCOME MEASURE Using an interview guideline, face to face interview was performed and the participants reported their pattern of help-seeking regarding their sexual problems. RESULTS The majority of the participants were male, within 20-35 years of age range, literate, and from an urban background. Premature ejaculation and female sexual interest/arousal disorder were the most common disorders. After the identification of the problems, help-seeking was done mostly from close and intimate relationships, although a few of the participants choose a self-search strategy. The complementary and alternative medicine approach was mostly used where traditional healers played a major role. The biomedical approach was the last to seek help and most of the participants visited the dermatology and venereology department. Self-help techniques and internet use were found as emerging ways to seek help. CONCLUSION Sex education is necessary to improve general awareness because surrounding people were found as the primary source of information. Acharjee P, Mullick MSI. The Pattern of Help-Seeking Behavior Among Patients With Sexual Dysfunctions Attending in Psychiatry Outpatient Department in a Tertiary Care Hospital of Bangladesh. Sex Med 2021;9:100381.
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Affiliation(s)
- Panchanan Acharjee
- Department of Psychiatry, Bangabandhu Sheikh Mujib Medical University, Shahbag, Dhaka, Bangladesh; Department of Psychiatry, Chittagong Medical College, Panchlaish, Chattogram, Bangladesh.
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Limitations and perceived delays for diagnosis and staging of lung cancer in Portugal: A nationwide survey analysis. PLoS One 2021; 16:e0252529. [PMID: 34086757 PMCID: PMC8177459 DOI: 10.1371/journal.pone.0252529] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 05/17/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND We aimed to identify the perception of physicians on the limitations and delays for diagnosing, staging and treatment of lung cancer in Portugal. METHODS Portuguese physicians were invited to participate an electronic survey (Feb-Apr-2020). Descriptive statistical analyses were performed, with categorical variables reported as absolute and relative frequencies, and continuous variables with non-normal distribution as median and interquartile range (IQR). The association between categorical variables was assessed through Pearson's chi-square test. Mann-Whitney test was used to compare categorical and continuous variables (Stata v.15.0). RESULTS Sixty-one physicians participated in the study (45 pulmonologists, 16 oncologists), with n = 26 exclusively assisting lung cancer patients. Most experts work in public hospitals (90.16%) in Lisbon (36.07%). During the last semester of 2019, responders performed a median of 85 (IQR 55-140) diagnoses of lung cancer. Factors preventing faster referral to the specialty included poor articulation between services (60.0%) and patients low economic/cultural level (44.26%). Obtaining National Drugs Authority authorization was one of the main reasons (75.41%) for delaying the begin of treatment. The cumulative lag-time from patients' admission until treatment ranged from 42-61 days. Experts believe that the time to diagnosis could be optimized in around 11.05 days [IQR 9.61-12.50]. Most physicians (88.52%) started treatment before biomarkers results motivated by performance status deterioration (65.57%) or high tumor burden (52.46%). Clinicians exclusively assisting lung cancer cases reported fewer delays for obtaining authorization for biomarkers analysis (p = 0.023). Higher waiting times for surgery (p = 0.001), radiotherapy (p = 0.004), immunotherapy (p = 0.003) were reported by professionals from public hospitals. CONCLUSIONS Physicians believe that is possible to reduce delays in all stages of lung cancer diagnosis with further efforts from multidisciplinary teams and hospital administration.
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Mirlohi Falavarjani SA, Jovanovic J, Fani H, Ghorbani AA, Noorian Z, Bagheri E. On the causal relation between real world activities and emotional expressions of social media users. J Assoc Inf Sci Technol 2020. [DOI: 10.1002/asi.24440] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Lyu X, Liu Y, Yu H, Mi M, Shang L, Zhong Y, Xie D. Development and validation of a risk perception scale of medical help-seeking behavior in Chinese adults. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:1352. [PMID: 33313097 PMCID: PMC7723601 DOI: 10.21037/atm-20-1656] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 09/18/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND When people require medical treatment, many risk factors including adverse medical events, economic burdens, and social-psychological consequences may contribute to their hesitation to seek medical help. Therefore, a reliable and valid instrument that can comprehensively assess the risk perception of medical help-seeking behavior among ordinary Chinese adults should be developed. METHODS The basic dimensions of the scale were determined based on literature review and in-depth interviews with patients. Then, an item pool with 32 items and six dimensions was developed. After the item reduction process based on item and factor analyses, a three-factor, 16-item scale was established. From March 2019, this scale was distributed among 639 healthy adults, outpatients, or inpatients in 20 provinces and municipalities in the mainland of China by convenience sampling. Then, the reliability and validity of the scale were examined. RESULTS The scale consists of three dimensions (treatment risks, burden risks, and stigma risks) and 16 items. The root-mean-square error of approximation, comparative fit index, and Tucker-Lewis index of this model were 0.069, 0.925, and 0.910, respectively. The internal consistency reliability of the scale was 0.893, and the test-retest reliability was 0.784. The criterion-related validity was 0.720 (P<0.01). CONCLUSIONS The risk perception scale of medical help-seeking behavior is a reliable and valid instrument to measure Chinese adults' perception for potential risks in the process of medical treatment.
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Affiliation(s)
- Xiaokang Lyu
- Computational Social Science Laboratory, Nankai University, Tianjin, China
- Department of Social Psychology, Zhou Enlai School of Government, Nankai University, Tianjin, China
| | - Ying Liu
- Department of Social Psychology, Zhou Enlai School of Government, Nankai University, Tianjin, China
| | - Huaran Yu
- Department of Social Psychology, Zhou Enlai School of Government, Nankai University, Tianjin, China
| | - Mingdi Mi
- Department of Social Psychology, Zhou Enlai School of Government, Nankai University, Tianjin, China
| | - Lijun Shang
- Computational Social Science Laboratory, Nankai University, Tianjin, China
| | - Yifan Zhong
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Dong Xie
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
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Mueller J, Davies A, Jay C, Harper S, Todd C. Evaluation of a web-based, tailored intervention to encourage help-seeking for lung cancer symptoms: a randomised controlled trial. Digit Health 2020; 6:2055207620922381. [PMID: 32426153 PMCID: PMC7218332 DOI: 10.1177/2055207620922381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 04/06/2020] [Indexed: 12/03/2022] Open
Abstract
Background People with lung cancer often wait for several months before presenting symptoms to health services. Some patients report seeking information online to help them appraise symptoms. No research has evaluated whether websites about lung cancer present information in an optimal manner to encourage help-seeking. Objective To evaluate the effectiveness of an online, tailored, theory-based intervention in encouraging help-seeking behaviour among people with potential lung cancer symptoms. Methods The intervention consisted of a specialised website which provided tailored information about lung cancer and included a component to address beliefs about help-seeking, based on the Theory of Planned Behaviour (TPB-component). Individuals with undiagnosed symptoms were randomised to receive information about lung cancer in a factorial design (tailored/untailored × TPB-component/no TPB-component). Pre and post viewing webpages, participants reported perceived likelihood of seeking help. Data were analysed using robust mixed factorial ANOVA. Results Data from 253 participants (73.9% female) were analysed. No effect for the TPB-component was found (p = 0.16), nor for tailoring (p = 0.27). Self-reported likelihood of seeking help increased significantly from pre to post (p < 0.001), regardless of tailoring and TPB-components. Conclusion Self-reported likelihood of seeking help for potential lung cancer symptoms may increase after viewing information online. This does not appear to be affected by information tailoring and components to address beliefs. However, intentions remained unchanged in the majority of the sample. This suggests further efforts are needed to improve lung cancer websites if they are to be a useful resource for those seeking advice about their symptoms.
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Affiliation(s)
- Julia Mueller
- School of Health Sciences, University of Manchester, UK.,School of Computer Science, University of Manchester, UK.,Manchester Academic Health Science Centre, UK
| | - Alan Davies
- School of Computer Science, University of Manchester, UK
| | - Caroline Jay
- School of Computer Science, University of Manchester, UK
| | - Simon Harper
- School of Computer Science, University of Manchester, UK
| | - Chris Todd
- School of Health Sciences, University of Manchester, UK.,Manchester Academic Health Science Centre, UK.,Manchester University NHS Foundation Trust, UK
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Kwakernaak J, Eekhof JAH, De Waal MWM, Barenbrug EAM, Chavannes NH. Patients' Use of the Internet to Find Reliable Medical Information About Minor Ailments: Vignette-Based Experimental Study. J Med Internet Res 2019; 21:e12278. [PMID: 31710304 PMCID: PMC6878104 DOI: 10.2196/12278] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 01/22/2019] [Accepted: 03/04/2019] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Little is known about the exact process of how patients search for medical information on the internet and what they retrieve. There is especially a paucity of literature on browsing for information on minor ailments, a term used for harmless diseases that are very common in the general population and thus have a significant impact on health care. OBJECTIVE This vignette-based experimental study aimed to explore what kind of Web-based search strategies are applied and how search strategies, demographic characteristics, and the quality of the visited websites relate to finding the right diagnosis. Additional goals were to describe how searching on the Web influences one's perception of the severity of the potential diagnosis and whether or not the participants would discuss the information they found on the internet with their doctors. METHODS Out of 1372 survey participants, 355 were randomly sampled, and 155 of them were recruited and assigned to one of four clinical scenarios. Each search term they used was classified as one of three search strategies: (1) hypothesis testing, (2) narrowing within the general hypothesis area, and (3) symptom exploration. The quality of the websites used was determined by using the DISCERN instrument. To compare the diagnostic accuracy of the participants before and after the internet search, a McNemar test was used. Chi-square tests were used to describe which factors are related to the chosen search strategy. A multivariate binary logistic regression model was constructed to predict which factors are related to finding a sound diagnosis after searching the internet for health information. RESULTS Most participants (65.8%, 102/155) used the symptom exploration strategy. However, this depends on the assigned scenario (P<.001) and the self-estimated severity score of the symptoms before the internet search (P=.001). A significant relation was found between choosing an accurate diagnosis and age (odds ratio [OR] 0.94, 95% CI 0.90 to 0.98) and the clinical scenario, as well as the use of high-quality websites (OR 7.49, 95% CI 1.85 to 30.26). Browsing the internet did not lead to a statistically significant change in participants' beliefs about the severity of the condition (McNemar test, P=.85). Most participants (65%) shared their retrieved information with their physician and most of them (75%) received a positive response. CONCLUSIONS Our findings suggest that most patients use a symptom-based approach; however, if patients expect the potential diagnosis to be severe, they tend to use a hypothesis verification strategy more often and are therefore prone to certain forms of bias. In addition, self-diagnosing accuracy is related to younger age, the symptom scenario, and the use of high-quality websites. We should find ways to guide patients toward search strategies and websites that may more likely lead to accurate decision making.
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Affiliation(s)
- Joyce Kwakernaak
- Department Public Health & Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Just A H Eekhof
- Department Public Health & Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Margot W M De Waal
- Department Public Health & Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | | | - Niels H Chavannes
- Department Public Health & Primary Care, Leiden University Medical Centre, Leiden, Netherlands
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Kobayashi R, Ishizaki M. Examining the Interaction Between Medical Information Seeking Online and Understanding: Exploratory Study. JMIR Cancer 2019; 5:e13240. [PMID: 31586366 PMCID: PMC6783696 DOI: 10.2196/13240] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 05/23/2019] [Accepted: 08/19/2019] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Online information seeking on medical topics by patients can have beneficial effects by helping them decide on treatment options and fostering better relationships with doctors. The quality of websites and processes of seeking information online have mostly been studied, with a focus on the accuracy and reliability of websites; however, few studies have examined the relationship between other aspects of quality and the processes of seeking medical information online. OBJECTIVE This exploratory study aimed to shed light on the quality of websites used for information seeking from the perspective of understanding medical information in combination with seeking it online. METHODS The study participants were 15 Japanese university students with no problem using the internet. A questionnaire survey about health literacy (47 items on a 4-point Likert scale) and information navigation skills on the internet (8 items on a 5-point Likert scale) was conducted before participants engaged in online information seeking and qualitative interviews. The students searched for information on a disease and its treatment. The websites viewed were gathered from search behavior recorded by software and browser logs. Follow-up interviews were conducted to elicit explanations from the participants about the assignments and their views of online information seeking. The explanations were evaluated by 55 health care professionals on a 3-point Likert scale and then assessed based on their comments and the participant interviews. RESULTS The mean age of the participants was 20.6 years (median 21; SD 1.06). All participants were able to access reliable websites with information relevant to the assignments. The mean ratings of the students' explanations were 108.6 (median 109; range=83-134) for the disease and 105.6 (median 104; range=87-117) for its treatment. The inter-rater reliability were 0.84 (95% CI 0.77-0.90) and 0.95 (95% CI 0.93-0.97), indicating good and excellent, respectively. The mean of the sum of the health literacy skills was 115.1 (median 115; range=80-166) and the mean for information navigation skills was 25.9 (median 26; range=17-36), respectively. Health literacy and information navigation skills were moderately correlated (r=0.54; 95% CI 0.033-0.822; P=.04). Among the four stages of health literacy, understanding and appraising (r=0.53; 95% CI 0.025-0.820; P=.04) were moderately correlated with information navigation skills (r=0.52; 95% CI 0.013-0.816; P=.046). The participants had no difficulties operating and browsing the internet and considered medical and public institution websites to be reliable; however, due to unfamiliarity with medical terms, they had difficulties choosing a site from the results obtained and comparing and synthesizing information provided by different sites. They also looked for sites providing orderly information in plain language but provided explanations from sites that gave inadequate interpretations of information. CONCLUSIONS This study revealed interactions between searching the internet for, and understanding, medical information by analyzing the processes of information seeking online, physicians' evaluations and comments about the participants' explanations, and the participants' perceptions.
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Affiliation(s)
- Rei Kobayashi
- Interfaculty Initiative in Information Studies, The University of Tokyo, Tokyo, Japan
| | - Masato Ishizaki
- Interfaculty Initiative in Information Studies, The University of Tokyo, Tokyo, Japan
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Mueller J, Davies A, Jay C, Harper S, Blackhall F, Summers Y, Harle A, Todd C. Developing and testing a web-based intervention to encourage early help-seeking in people with symptoms associated with lung cancer. Br J Health Psychol 2019; 24:31-65. [PMID: 29999214 PMCID: PMC6492236 DOI: 10.1111/bjhp.12325] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/05/2018] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To detail the development method used to produce an online, tailored, theory-based, user-centred intervention to encourage help-seeking for potential lung cancer symptoms. DESIGN Intervention development was structured around the person-based approach. The feasibility study involved a randomized controlled trial design. METHODS Intervention development drew on qualitative inquiries, the Theory of Planned Behaviour (TPB), and identifying concrete mechanisms of change to implement in the intervention (Behaviour Change Techniques). The final intervention involved two key features: (1) tailoring and (2) 'TPB components' to target beliefs about help-seeking. In an online feasibility study, we recruited people reporting potential lung cancer symptoms using mailing lists, social media, websites, and Google AdWords. Participants were randomized to the intervention, a tailored comparison group (CG) without TPB-components, an untailored CG with TPB components, or a CG with neither. Following treatment, participants clicked a button to indicate whether they wished to make an appointment and completed a TPB questionnaire. RESULTS A total of 130 participants reporting relevant symptoms were recruited (24% of website visitors). Participants in the intervention group reported higher intention to seek help than those who received tailored information without TPB components (p = .03). User comments indicate more support is needed for people who sought help for symptoms, but felt dismissed. CONCLUSIONS The potential for differential dropout in online randomized trials requires careful consideration. Future help-seeking interventions should provide support for those who have previously felt dismissed by health professionals. The feasibility study provides some evidence that our 'TPB components' were effective, but validation in a powered trial is necessary. Statement of contribution What is already known on this subject? People with lung cancer often delay presenting symptoms to health services. Some patients (or their family/friends) look up symptoms online before their diagnosis, to decide whether they should see a doctor. Interventions are needed to ensure people can find useful information online that will encourage them to seek help for relevant symptoms. What does this study add? Theory-mapping and user involvement facilitated systematic intervention development. Lung cancer help-seeking interventions should address salient beliefs and personal relevance. The potential for differential dropout in online randomized trials requires careful consideration.
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Affiliation(s)
- Julia Mueller
- School of Health SciencesUniversity of ManchesterUK
- Manchester Academic Health Science CentreUK
- School of Computer ScienceUniversity of ManchesterUK
| | - Alan Davies
- School of Computer ScienceUniversity of ManchesterUK
| | - Caroline Jay
- School of Computer ScienceUniversity of ManchesterUK
| | - Simon Harper
- School of Computer ScienceUniversity of ManchesterUK
| | - Fiona Blackhall
- Manchester Academic Health Science CentreUK
- Department of Medical OncologyThe Christie NHS Foundation TrustManchesterUK
- Division of Molecular and Clinical Cancer SciencesUniversity of ManchesterUK
| | - Yvonne Summers
- Manchester Academic Health Science CentreUK
- Department of Medical OncologyThe Christie NHS Foundation TrustManchesterUK
| | - Amelie Harle
- Department of Medical OncologyPoole Hospital NHS Foundation TrustPooleUK
| | - Chris Todd
- School of Health SciencesUniversity of ManchesterUK
- Manchester Academic Health Science CentreUK
- Manchester University Foundation NHS TrustUK
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Luo YF, Yang SC, Chen AS, Chiang CH. Associations of eHealth Literacy With Health Services Utilization Among College Students: Cross-Sectional Study. J Med Internet Res 2018; 20:e283. [PMID: 30361201 PMCID: PMC6231732 DOI: 10.2196/jmir.8897] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 01/19/2018] [Accepted: 07/28/2018] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Electronic health (eHealth) literacy has become an important topic in health fields. Studies have found that individuals with higher eHealth literacy are more likely to use preventive care services and to have effective interactions with their physicians. In addition, previous studies have revealed a gender difference in the utilization of physician access and outpatient services. Nevertheless, few studies have explored the effect of the three levels of eHealth literacy (functional, interactive, and critical levels) on the four aspects of health services utilization (type, site, purpose, and time interval). It is unclear whether the associations between these three levels of eHealth literacy and the four aspects of health services utilization among college students are positive or negative. OBJECTIVE The objective of this study was to investigate the associations among gender, eHealth literacy, and health services utilization. METHODS We used the eHealth Literacy Scale, a 12-item instrument designed to measure college students' functional, interactive, and critical eHealth literacy, and the Health Services Utilization Scale, which is a 10-item instrument developed to measure the four aspects of health services utilization by college students. A nationally representative sample of 489 college students in Taiwan was surveyed. We conducted multiple regression analysis to examine the associations among gender, eHealth literacy, and health services utilization. RESULTS The study found that being female was negatively related to the purpose aspect of health services utilization (t487=-2.85, P<.01). However, the R2 value of gender on the purpose aspect was low enough to be ignored. Critical (t484=2.98-4.23, P<.01) and interactive eHealth literacy (t484=2.43-2.89, P<.05) were related to three aspects of the health services utilization, and functional eHealth literacy was related to the purpose aspect (t484=-4.99, P<.001). CONCLUSIONS This study showed that Taiwanese college students with interactive eHealth literacy were more likely to have a higher rate of outpatient care use. Moreover, Taiwanese college students with critical eHealth literacy were more likely to make full use of health services than those with functional eHealth literacy. Finally, the educated and age-restricted sample may attenuate gender disparities in health services utilization among Taiwanese college students.
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Affiliation(s)
- Yi Fang Luo
- Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Shu Ching Yang
- Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - An-Sing Chen
- Department of Finance, National Chung Cheng University, Chiayi, Taiwan
| | - Chia-Hsun Chiang
- Institute of Education, National Sun Yat-sen University, Kaohsiung, Taiwan
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