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Schultheiß S, Lewandowski D, von Mach S, Yagci N. Query sampler: generating query sets for analyzing search engines using keyword research tools. PeerJ Comput Sci 2023; 9:e1421. [PMID: 37346534 PMCID: PMC10280501 DOI: 10.7717/peerj-cs.1421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/10/2023] [Indexed: 06/23/2023]
Abstract
Search engine queries are the starting point for studies in different fields, such as health or political science. These studies usually aim to make statements about social phenomena. However, the queries used in the studies are often created rather unsystematically and do not correspond to actual user behavior. Therefore, the evidential value of the studies must be questioned. We address this problem by developing an approach (query sampler) to sample queries from commercial search engines, using keyword research tools designed to support search engine marketing. This allows us to generate large numbers of queries related to a given topic and derive information on how often each keyword is searched for, that is, the query volume. We empirically test our approach with queries from two published studies, and the results show that the number of queries and total search volume could be considerably expanded. Our approach has a wide range of applications for studies that seek to draw conclusions about social phenomena using search engine queries. The approach can be applied flexibly to different topics and is relatively straightforward to implement, as we provide the code for querying Google Ads API. Limitations are that the approach needs to be tested with a broader range of topics and thoroughly checked for problems with topic drift and the role of close variants provided by keyword research tools.
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Affiliation(s)
- Sebastian Schultheiß
- Department of Information, Hamburg University of Applied Sciences, Hamburg, Germany
| | - Dirk Lewandowski
- Department of Information, Hamburg University of Applied Sciences, Hamburg, Germany
- Department of Computer Science and Applied Cognitive Science, University Duisburg-Essen, Duisburg, Germany
| | - Sonja von Mach
- Department of Information, Hamburg University of Applied Sciences, Hamburg, Germany
| | - Nurce Yagci
- Department of Information, Hamburg University of Applied Sciences, Hamburg, Germany
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Lang AY, Harrison CL, Boyle JA. Australian women's information-seeking preferences and needs in preparation for pregnancy. Health Promot J Austr 2023; 34:123-128. [PMID: 35596655 PMCID: PMC10087491 DOI: 10.1002/hpja.619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 03/10/2022] [Accepted: 05/18/2022] [Indexed: 01/28/2023] Open
Abstract
ISSUE ADDRESSED The preconception period provides opportunities for health behaviour optimisation for improved maternal and child well-being. However, preconception information sources women engage with are not well-known. METHODS To address this gap, the current cross-sectional study retrospectively explored (1) preconception information or advice accessed on recommended preconception health topics and (2) preferred sources of preconception information amongst pregnant women receiving care through Australian public and private maternity settings. RESULTS Overall, 78% of women reported accessing any preconception health information, predominantly concerning achieving/maintaining a healthy weight, diet, folic acid and multivitamin supplementation. Preferred information sources included health professionals, e.g. general practitioners (74%) and the internet (66%), although source engagement varied. CONCLUSIONS Whilst women predominantly prefer seeking preconception health information from health professionals and the internet, multi-modal resources are needed to reach women and enhance engagement with evidence-based information and healthcare in preparation for pregnancy. SO WHAT?: Evaluation of preconception health resources for women and health professionals is warranted, appraising their adequacy in supporting engagement with key preconception health messages. In particular, assessment of the quality, readability and evidence-base of online resources is needed. Our findings highlight the need for public health experts to take action to raise awareness amongst women of the importance of preconception health, encourage health professional engagement for preconception care and direct women to more appropriate evidence-based online resources.
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Affiliation(s)
- Adina Y Lang
- Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Cheryce L Harrison
- Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jacqueline A Boyle
- Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Cinelli G, Croci I, Gesualdo F, Pandolfi E, Miller KP, Tozzi AE. Public Engagement in Digital Recommendations for Promoting Healthy Parental Behaviours from Preconception through the First 1000 Days. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1329. [PMID: 36674084 PMCID: PMC9859030 DOI: 10.3390/ijerph20021329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/30/2022] [Accepted: 01/07/2023] [Indexed: 06/17/2023]
Abstract
Web-based digital interventions may play a central role for health promoting strategies in the first "1000 days", from conception through the first 2 years of life. We developed a web platform providing evidence-based recommendations in the first 1000 days through short videos, and we studied engagement by users from preconception through parenthood in the second year of life. We described the access to videos by topic and used a multilevel model to explore the user characteristics associated with access to the video recommendations. Overall, breastfeeding, physical activity and nutrition were the most popular topics (normalized views: 89.2%, 87.2% and 86.4% respectively), while content on paternal health and smoking and alcohol was less engaging (37.3% and 42.0%). Nutrition content was the most viewed in the preconception period and during the first two trimesters of pregnancy. Nutrition and breastfeeding were also the most popular topics for users with children less than 2 years old. Higher levels of health literacy were associated only with child health content. The study findings indicate that digital strategies should be adapted according to the time period in the first 1000 days. Alternative digital promotion strategies for the less engaging topics should be considered.
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Affiliation(s)
| | - Ileana Croci
- Predictive and Preventive Medicine Research Unit, Bambino Gesù Children’s Hospital, IRCCS, 00165 Rome, Italy
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Schwab-Reese LM, Hovdestad W, Tonmyr L, Fluke J. The potential use of social media and other internet-related data and communications for child maltreatment surveillance and epidemiological research: Scoping review and recommendations. CHILD ABUSE & NEGLECT 2018; 85:187-201. [PMID: 29366596 PMCID: PMC7112406 DOI: 10.1016/j.chiabu.2018.01.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 12/06/2017] [Accepted: 01/12/2018] [Indexed: 05/12/2023]
Abstract
Collecting child maltreatment data is a complicated undertaking for many reasons. As a result, there is an interest by child maltreatment researchers to develop methodologies that allow for the triangulation of data sources. To better understand how social media and internet-based technologies could contribute to these approaches, we conducted a scoping review to provide an overview of social media and internet-based methodologies for health research, to report results of evaluation and validation research on these methods, and to highlight studies with potential relevance to child maltreatment research and surveillance. Many approaches were identified in the broad health literature; however, there has been limited application of these approaches to child maltreatment. The most common use was recruiting participants or engaging existing participants using online methods. From the broad health literature, social media and internet-based approaches to surveillance and epidemiologic research appear promising. Many of the approaches are relatively low cost and easy to implement without extensive infrastructure, but there are also a range of limitations for each method. Several methods have a mixed record of validation and sources of error in estimation are not yet understood or predictable. In addition to the problems relevant to other health outcomes, child maltreatment researchers face additional challenges, including the complex ethical issues associated with both internet-based and child maltreatment research. If these issues are adequately addressed, social media and internet-based technologies may be a promising approach to reducing some of the limitations in existing child maltreatment data.
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Affiliation(s)
- Laura M Schwab-Reese
- The Kempe Center for The Prevention and Treatment of Child Abuse and Neglect, University of Colorado, Anschutz Medical Campus, 13123 E 16th Ave., Aurora, CO 80045, USA.
| | - Wendy Hovdestad
- Public Health Agency of Canada, 785 Carling Ave., Ottawa, ON, K1A 0K9, Canada
| | - Lil Tonmyr
- Public Health Agency of Canada, 785 Carling Ave., Ottawa, ON, K1A 0K9, Canada
| | - John Fluke
- The Kempe Center for The Prevention and Treatment of Child Abuse and Neglect, University of Colorado, Anschutz Medical Campus, 13123 E 16th Ave., Aurora, CO 80045, USA
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Vianna HD, Barbosa JLV. In search of computer-aided social support in non-communicable diseases care. TELEMATICS AND INFORMATICS 2017. [DOI: 10.1016/j.tele.2017.06.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Bortolus R, Oprandi NC, Rech Morassutti F, Marchetto L, Filippini F, Agricola E, Tozzi AE, Castellani C, Lalatta F, Rusticali B, Mastroiacovo P. Why women do not ask for information on preconception health? A qualitative study. BMC Pregnancy Childbirth 2017; 17:5. [PMID: 28056865 PMCID: PMC5217233 DOI: 10.1186/s12884-016-1198-z] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2015] [Accepted: 12/14/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Preconception care involves health promotion to reduce risk factors that might affect women and couples of childbearing age. The risk factors of adverse reproductive outcomes include recognized genetic diseases in the family or the individual, previous congenital diseases, miscarriage, prematurity, fetal growth restriction, infertility, chronic maternal diseases, lifestyle, and occupational or environmental factors. Effective preconception care involves a range of preventive, therapeutic and behavioural interventions. Although in Italy there are national preconception care recommendations concerning the general population, they are usually encouraged informally and only for single risk factors. At present there is increasing interest in offering a global intervention in this field. The aim of this study was to investigate attitudes and behaviours of Italian women of childbearing age and healthcare professionals regarding preconception health. METHODS We conducted a qualitative study among women of childbearing age and healthcare professionals between February 2014 and February 2015. Five focus groups were held: 2 with non-pregnant women aged 22 to 44 years and 3 with healthcare professionals. Discussion topics included women's questions about preconception health, worries and barriers regarding preconception care interventions, attitudes and behaviours of women and healthcare professionals towards preconception health, women's information sources. In the analysis of the focus groups priority was given to what was said by the women, supplemented by information from the healthcare professionals' focus groups. RESULTS Fourteen women of childbearing age (8 nulliparae and 6 multiparae) and 12 healthcare professionals (3 nurses, 4 midwives, 5 doctors) participated in the focus groups. The results indicate the presence of many barriers and a lack of awareness of preconception health relating to women, healthcare professionals and policies. Women's knowledge and attitudes towards primary preconception care information are described. The main reference source of information in this field for Italian women seems to be their obstetric-gynaecologist. CONCLUSIONS The study indicates that several barriers influence preconception care in Italy. Moreover, a lack of awareness of preconception health and care among Italian women of childbearing age and healthcare professionals emerges. The findings might contribute to strategies for the implementation of preconception care guidelines.
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Affiliation(s)
- Renata Bortolus
- Office for Research Promotion, Department of the Hospital Management, Verona University Hospital, Verona, Italy.
| | - Nadia C Oprandi
- Office for Research Promotion, Department of the Hospital Management, Verona University Hospital, Verona, Italy
| | - Francesca Rech Morassutti
- Office for Research Promotion, Department of the Hospital Management, Verona University Hospital, Verona, Italy
| | - Luca Marchetto
- Office for Research Promotion, Department of the Hospital Management, Verona University Hospital, Verona, Italy
| | - Francesca Filippini
- Office for Research Promotion, Department of the Hospital Management, Verona University Hospital, Verona, Italy
| | - Eleonora Agricola
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Alberto E Tozzi
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Carlo Castellani
- Cystic Fibrosis Centre, Verona University Hospital, Verona, Italy
| | - Faustina Lalatta
- Clinical Genetics Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Pierpaolo Mastroiacovo
- Alessandra Lisi International Centre on Birth Defects and Prematurity - ICBD, Rome, Italy
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Agricola E, Gesualdo F, Carloni E, D'Ambrosio A, Russo L, Campagna I, Pandolfi E, Tozzi AE. Investigating paternal preconception risk factors for adverse pregnancy outcomes in a population of internet users. Reprod Health 2016; 13:37. [PMID: 27080860 PMCID: PMC4832499 DOI: 10.1186/s12978-016-0156-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2015] [Accepted: 03/31/2016] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Paternal preconception risk factors such as smoking, exposure to environmental substances, medication use, overweight and advanced age correlate with the occurrence of malformations and birth defects in the offspring. Nonetheless, the prevalence of risk factors for adverse pregnancy outcomes in the male population has been scarcely investigated and no report on preconception interventions targeting prospective fathers is available. We conducted a web-based survey to measure the prevalence of paternal preconception risk factors for adverse pregnancy outcomes in an Italian population of Internet users. METHODS Prospective or expectant fathers were enrolled during a four-week period through two of the main Italian web-sites dedicated to preconception, pregnancy, childhood and family care. Participants filled in a web questionnaire regarding preconception risk factors for adverse pregnancy outcomes. Logistic regression analysis was used to explore the predictors of paternal preconception risk factors. RESULTS We enrolled 131 prospective and 205 expectant fathers. More than half of the total participants used medications during the preconception period, 35% were smokers and 8% were obese. Exposure to environmental substances was declared by almost 20% of the participants, with the group including pesticides/herbicides/professional paints being the most prevalent. More than a half of the study sample included men aged over 35 years. According to the multivariate analysis, smoking and exposure to environmental toxics were less frequent among individuals with a university degree (respectively: OR = 0.52; 95% CI 0.32-0.84; OR = 0.52; 95% CI 0.29-0.93). Paternal obesity and medication use in the preconception period were not associated with any of the independent variables. CONCLUSIONS The prevalence of preconception risk factors among male population should not be neglected when planning preconception interventions, confirming that preconception health must be focused on the couple, rather than on women only.
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Affiliation(s)
- Eleonora Agricola
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy.
| | - Francesco Gesualdo
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Emanuela Carloni
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Angelo D'Ambrosio
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Luisa Russo
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Ilaria Campagna
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Elisabetta Pandolfi
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
| | - Alberto E Tozzi
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children Hospital IRCCS, Piazza S. Onofrio 4, 00165, Rome, Italy
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