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2. Shaping inclusiveness of a transportation system: Factors affecting seat-yielding behavior of university students in public transportation

Author

Dong Zhang, Hongda Xu, Jaeyoung Lee, and Farrukh Baig

Subjects
Service (business), business.industry, Control (management), Theory of planned behavior, Aerospace Engineering, Transportation, Management Science and Operations Research, Structural equation modeling, Test (assessment), Social norms approach, Public transport, Elderly population, Business, Management and Accounting (miscellaneous), Marketing, business, Psychology, Civil and Structural Engineering
Abstract

The continuous increase in the elderly population and the need for disability-inclusive public transportation propelled authorities to implement policies to ensure seat availability for vulnerable users. Although most public transportation provides a few priority seats for vulnerable users, the seat availability problem remains due to its small quantity and its usage by normal passengers. To extend the theory of planned behavior (TPB), this study aims to evaluate how empathic concerns, attitude, injunctive norms, descriptive norms, and perceived behavioral control contribute to the behavioral intentions and actual conducts of yielding seats to vulnerable passengers with university students’ survey responses in China. A partial least square path modeling based structural equation modeling (SEM) approach is employed to test the postulated hypotheses. Findings reveal that empathic concerns significantly promote the yielding seat intention and, thus, the actual conduct through its impacts on attitude, injunctive norms, and perceived behavioral control. This study also aims at capturing sociodemographic heterogeneity through multi-group comparison. It is found that a university student passenger who is older or more educated perceives greater control about seat yielding behavior, positively influencing their intention to yield their seat to a vulnerable person. In addition, less frequent public transportation usage is found to significantly accompany a higher tendency to yield a seat when required. The implications of “soft measures” to support the transportation policy for a sustainable and disability-inclusive public transportation service are discussed accordingly.

Published
2022
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3. Paratransit Public Transport Satisfaction Level of Common People: Hyderabad city, Pakistan

Author

Imtiaz Ahmed Chandio, Mir Aftab Hussain Talpur, Farrukh Baig, M. G. Bhellar, and R. B. Khoso

Subjects
business.industry, media_common.quotation_subject, 0211 other engineering and technologies, 021107 urban & regional planning, Context (language use), 02 engineering and technology, Computer-assisted web interviewing, Simple random sample, Public interest, Survey methodology, Public transport, 021105 building & construction, Quality (business), Business, Marketing, Paratransit, media_common
Abstract

Public transport including formal and informal (Paratransit) transport plays an important role in all major cities throughout the world. One of the important issue regarding this type of transport is passenger’s satisfaction. In context of Pakistan, only few studies were conducted on the satisfaction studies regarding public transport. Furthermore, quality of public transport service as per consumers’ desires is an important issue nowadays. This study aims to assess the citizen’s perceived satisfaction regarding the quality of Paratransit public transport as well as to provide guidelines in order to improve the conditions of transportation system. Sample size for the present study was selected as 384 and an online questionnaire survey methodology with simple random sampling was implied to collect the desired data. Respondents filled Likert-scale based questions focusing demographics of the area, and R programming associated with R studio utilized for data analysis. In addition, statistical correlation was also implied to describe the relationship of various factors on overall public transport satisfaction level of people. Study is significant in terms of indicating the alarming situation of public transport in Hyderabad city and providing the public transport satisfaction related statistics, which allows policy planners to make the transport policies as per public interest.

Published
2019
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4. Modeling Commuter’s Sociodemographic Characteristics to Predict Public Transport Usage Frequency by Applying Supervised Machine Learning Method

Author

Farrukh Baig, Nabeel Shakeel, and Muhammad Abubakar Saddiq

Subjects
050210 logistics & transportation, Engineering management, business.industry, Computer science, Public transport, 0502 economics and business, 05 social sciences, 0211 other engineering and technologies, Information technology, 021107 urban & regional planning, 02 engineering and technology, business, Business management
Abstract

Predictive modeling is the key fundamental method to study passengers’ behavior in transportation research. One of the limited studied topic is modeling of public transport usage frequency, which can be used to estimate present and future demand and users’ trend toward public transport services. The artificial intelligence and machine learning methods are promising to be better substitute to statistical techniques. No doubt, traditionally been used econometrics models are better for causal relationship studies among variables, but they made rigid assumptions and unable to recognize the pattern in data. This paper aims to build a predictive model to solve passengers’ classification, and public transport usage frequency using socio-demographic survey data. The supervised machine learning algorithm, K-Nearest Neighbor (KNN) applied to build a predictive model, which is the better machine learning method for dealing with small datasets, because of its ability of having less parameter tuning. Survey data has been used to train and validate the model performance, which is able to predict public transport usage frequency of future users of public transport. This model can practically be used by public transport agencies and relevant government organizations to predict the public transport demand for new commuters before introducing any new transportation projects.

Published
2019
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5. Setback Violation and Residents’ Perception about Living Conditions in Vertical Buildings of Qasimabad, Hyderabad

Author

Manzoor Ahmed Ogahi, Farrukh Baig, Mir Aftab Hussain Talpur, and Sajan Shaikh

Subjects
Consumption (economics), media_common.quotation_subject, Control (management), 0211 other engineering and technologies, Questionnaire, 021107 urban & regional planning, 02 engineering and technology, Likert scale, Setback, Order (exchange), Perception, Scale (social sciences), 021108 energy, Business, Environmental planning, media_common
Abstract

Setback is a building regulation enforced to regulate spacing between two buildings in order to have adequate solar exposer and ventilation. It is mandatory on the part of every individual who wants to construct a structure to obtain permission from the local authority before its construction. Despite rules and regulations framed for good reasons, instances of violation of development control rules (especially setback rules) are observed in the residential buildings of Qasimabad, Hyderabad. This results in the obstruction of sunlight, poor ventilation and high consumption of energy. It also results in deteriorating living conditions and narrowing of the adjacent local roads and alleys, creating congestion. So, this paper has tried to highlight the violations of setback rules in residential buildings and their impact on living conditions. For the perception of living conditions, a questionnaire survey with the Likert 5-point scale was used. Field survey technique was also carried out to measure the existing setbacks of residential buildings in Qasimabad. Standardized setbacks were determined by applying the formulas and by comparing them with existing setbacks. The comparison shows that existing setbacks are against building bye-laws. Despite discussing all building laws with various development agencies, this research is limited to discussing the setback rules mentioned in National Reference Manual (NRM). The study reveals that those residents who do not have a side setback area are more concerned with their privacy, smoke, sound and darkness; whereas, ineffective lighting, air circulation and the rise of temperature affect the living conditions and result in high energy consumption by residents. The study is imperative because it brings the focus of the development agencies towards the neglect of setback rules in high rise buildings and provides the evidence of their impact on living conditions by measuring residents’ perceptions.

Published
2019
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6. Impacts of COVID-19 on individuals’ mobility behavior in Pakistan based on self-reported responses

Author

Farrukh Baig, Jaeyoung Lee, and Amjad Pervez

Subjects
Sustainable transportation, Travel behavior, Descriptive statistics, business.industry, Health Policy, Public Health, Environmental and Occupational Health, Developing country, Questionnaire, COVID-19, Transportation, Public transportation, Pollution, Structural equation modeling, Article, Public perceptions, Sustainable transport, Public transport, Demographic economics, Safety, Risk, Reliability and Quality, business, Psychology, Safety Research, Developed country
Abstract

Introduction The COVID-19 pandemic has been extremely disturbing mobility behavior due to travel restrictions and perceived COVID-19 threats. Recently, researchers from developed countries have shown interest in quantifying the impacts of the COVID-19 on individuals' mobility; however, similar research themes in lower income developing countries like Pakistan have not been sufficiently explored. Therefore, the objectives of the study are; 1) to explore the changes in self-reported individual's mobility behavior—trip frequencies by mode and by purpose in three COVID-19 severity periods; 2) to quantify the effects of respondents' personal (i.e., age, gender, education, and living place), and perceived details (i.e., safety perceptions, the COVID-19 threat perceptions) on the change in mobility behavior in the COVID-19 severity change; 3) to analyze the willingness to use public transportation in the post-pandemic period. Methods: A web-based questionnaire survey was conducted from September 2020 to November 2020, resulting in 565 responses. Descriptive analysis, random parameter bivariate probit modeling, and structural equation modeling are adopted to achieve the objectives. Results: The results reflect the change in individuals' mobility behavior in three severity periods of COVID-19, including before outbreak, during the most serious period, and after the most serious period. A substantial reduction in individuals' mobility was observed during the most serious period, which is recovering back to normal. The results also indicate the relationship of individuals' personal and perceived characteristics with the change in mobility in COVID-19 severity changes from before-to-serious and from the serious-to-after most serious period. Conclusion: The COVID-19 pandemic has been affecting individuals' mobility behavior in Pakistan. The study's findings provide insightful information for the transportation agencies to better prepare for sustainable transportation management in the post-pandemic era.

Published
2021

7. Effects of antiplatelet therapy on stroke risk by brain imaging features of intracerebral haemorrhage and cerebral small vessel diseases: subgroup analyses of the RESTART randomised, open-label trial

Author

Rustam Al-Shahi Salman, David P Minks, Dipayan Mitra, Mark A Rodrigues, Priya Bhatnagar, Johann C du Plessis, Yogish Joshi, Martin S Dennis, Gordon D Murray, David E Newby, Peter A G Sandercock, Nikola Sprigg, Jacqueline Stephen, Cathie L M Sudlow, David J Werring, William N Whiteley, Joanna M Wardlaw, Philip M White, Colin Baigent, Daniel Lasserson, Frank Sullivan, Johanna Carrie, Javier Rojas, Shannon Amoils, John Bamford, Jane Armitage, Gabriel Rinkel, Gordon Lowe, Jonathan Emberson, Karen Innes, Lynn Dinsmore, Jonathan Drever, Carol Williams, David Perry, Connor McGill, David Buchanan, Allan Walker, Aidan Hutchison, Christopher Matthews, Ruth Fraser, Aileen McGrath, Ann Deary, Rosemary Anderson, Pauli Walker, Christian Hansen, Richard Parker, Aryelly Rodriguez, Malcolm Macleod, Thomas Gattringer, Jeb Palmer, Eleni Sakka, Jennifer Adil-Smith, David Minks, Johannes du Plessis, Christine Lerpiniere, Richard O'Brien, Seona Burgess, Gillian Mead, Ruth Paulton, Fergus Doubal, Katrina McCormick, Neil Hunter, Pat Taylor, Ruwan Parakramawansha, Jack Perry, Gordon Blair, Allan MacRaild, Adrian Parry-Jones, Mary Johnes, Stephanie Lee, Kelly Marie Shaw, Ilse Burger, Martin Punter, Andrea Ingham, Jane Perez, Zin Naing, Jordi Morell, Tracy Marsden, Andrea Hall, Sally Marshall, Louise Harrison, Rowilson Jarapa, Edith Wood, Victoria O'Loughlin, David Cohen, Silvie Davies, Kelechi Njoku, Mushiya Mpelembue, Laura Burgess, Radim Licenik, Mmua Ngwako, Nabeela Nisar, Rangah Niranchanan, Tatjana Roganova, Rajaram Bathula, Joseph Devine, Anette David, Anne Oshodi, Fenglin Guo, Emmanuelle Owoyele, Varthi Sukdeo, Robert Ballantine, Mudhar Abbdul-saheb, Angela Chamberlain, Aberami Chandrakumar, Philip Poku, Kirsty Harkness, Catrin Blank, Emma Richards, Ali Ali, Faith Kibutu, Olesia Balitska, Kathryn Birchall, Pauline Bayliss, Clare Doyle, Kathy Stocks, Arshad Majis, Jo Howe, Christine Kamara, Luke Barron, Ahmad Maatouk, Ralf Lindert, Katy Dakin, Jessica Redgrave, Biju Bhaskaran, Isam Salih, Debs Kelly, Susan Szabo, Dawn Tomlin, Helen Bearne, Jean Buxton, Pauline Fitzell, Georgina Ayres, Afaq Saulat, Kathleen Horan, Joanne Garfield-Smith, Harbens Bhakri, Paul Guyler, Devesh Sinha, Thayalini Loganathan, Amber Siddiqui, Anwer Siddiqui, Lucy Coward, Swapna Kunhunny, Sharon Tysoe, Rajalakshmi Orath Prabakaran, Shyam Kelavkar, Sindhu Rashmi, David Ngo, Kheng Xiong Ng, Nisha Menon, Sweni Shah, Mark Barber, Derek Esson, Fiona Brodie, Talat Anjum, Mushtaq Wani, Manju Krishnan, Leanne Quinn, Jayne Spencer, Terry Jones, Helen Thompson-Jones, Lynne Dacey, Srikanth Chenna, Sharon Storton, Sarah Thomas, Teresa Beaty, Shelley Treadwell, Caroline Davies, Susan Tucker, Lynda Connor, Peter Slade, Glyn Gainard, Girish Muddegowda, Ranjan Sanyal, Alda Remegoso, Nenette Abano, Chelsea Causley, Racquel Carpio, Stephanie Stevens, Adrian Butler, Resti Varquez, Hayley Denic, Francis Alipio, Andrew Moores, Adrian Barry, Holly Maguire, Jeanette Grocott, Kay Finney, Sue Lyjko, Christine Roffe, Joanne Hiden, Phillip Ferdinand, Vera Cvoro, Khalil Ullah, Nicola Chapman, Mandy Couser, Susan Pound, Sean Mcauley, Senthil Raghunathan, Faye Shelton, Amanda Hedstrom, Margi Godfrey, Diane Havard, Amanda Buck, Kailash Krishnan, Nicola Gilzeane, Jack Roffe, Judith Clarke, Katherine Whittamore, Saima Sheikh, Rekha Keshvara, Carla Jordan, Benjamin Jackson, Gwendoline Wilkes, Jason Appleton, Zhe Law, Oliver Matias, Evangelos Vasileiadis, Cathy Mason, Anthea Parry, Geraldine Landers, Melinda Holden, Basaam Aweid, Khalid Rashed, Linda Balian, Carinna Vickers, Elizabeth Keeling, Sarah Board, Joanna Allison, Clare Buckley, Barbara Williams-Yesson, Joanne Board, Tressy Pitt-Kerby, Alfonso Tanate, Diane Wood, Manohar Kini, Dinesh Chadha, Deborah Walstow, Rosanna Fong, Robert Luder, Tolu Adesina, Jill Gallagher, Hayley Bridger, Elodie Murali, Maneesh Bhargava, Chloe van Someren, Frances Harrington, Abhijit Mate, Ali James, Gillian Courtauld, Christine Schofield, Katja Adie, Linda Lucas, Kirsty Bond, Bev Maund, Sam Ellis, Paul Mudd, Martin James, Samantha Keenan, Angela Bowring, Julie Cageao, Hayley Kingwell, Caroline Roughan, Anthony Hemsley, Jane Sword, David Strain, Keniesha Miller, Anita Goff, Karin Gupwell, Kevin Thorpe, Hedley Emsley, Shuja Punekar, Alison McLoughlin, Sulaiman Sultan, Bindu Gregory, Sonia Raj, Donna Doyle, Keith Muir, Wilma Smith, Angela Welch, Fiona Moreton, Bharath Kumar Cheripelli, Salwa El Tawil, Dheeraj Kalladka, Xuya Huang, Nicola Day, Sankaranarayanan Ramachandran, Caroline Crosbie, Jennifer Elliot, Tony Rudd, Katherine Marks, Ajay Bhalla, Jonathan Birns, Sagal Kullane, Nic Weir, Christopher Allen, Vanessa Pressly, Pam Crawford, Emma Battersby-Wood, Alex Blades, Shuna Egerton, Ashleigh Walters, Sue Evans, James Richard Marigold, Fiona Smith, Gabriella Howard, Imogen Gartrell, Simon Smith, Robyn Creeden, Chloe Cox, Cherish Boxall, Jonathan Hewitt, Claire Nott, Procter Sarah, Jessica Whiteman, Steve Buckle, Rebecca Wallace, Rina Mardania, Jane Gray, Claire Triscott, Anand Nair, Jill Greig, Pratap Rana, Matthew Robinson, Mohammad Irfan Alam, David Werring, Duncan Wilson, Caroline Watchurst, Maria Brezitski, Luci Crook, Ifan Jones, Azra Banaras, Krishna Patel, Renuka Erande, Caroline Hogan, Isabel Hostettler, Amy Ashton, Shez Feerick, Nina Francia, Nnebuife Oji, Emma Elliott, Talal Al-Mayhani, Martin Dennis, Cathie Sudlow, William Whiteley, Dipankar Dutta, Pauline Brown, Deborah Ward, Fiona Davis, Jennifer Turfrey, Chloe Hughes, Kayleigh Collins, Rehana Bakawala, Susan O'Connell, Jon Glass, David Broughton, Dinesh Tryambake, Lynn Dixon, Kath Chapman, Andrew Young, Adrian Bergin, Andrew Sigsworth, Aravind Manoj, Glyn Fletcher, Paula Lopez, Penelope Cox, Mark Wilkinson, Paul Fitzsimmons, Nikhil Sharma, James Choulerton, Denise Button, Lindsey Dow, Lukuman Gbadamoshi, Joanne Avis, Barbara Madigan, Stephanie McCann, Louise Shaw, Deborah Howcroft, Suzanne Lucas, Andrew Stone, Gillian Cluckie, Caroline Lovelock, Brian Clarke, Neha Chopra, Natasha Clarke, Bhavini Patel, Kate Kennedy, Rebecca Williams, Adrian Blight, Joanna O'Reilly, Chukwuka Orefo, Nilofer Dayal, Rita Ghatala, Temi Adedoyin, Fran Watson, Sarah Trippier, Lillian Choy, Barry Moynihan, Usman Khan, Val Jones, Naomi Jeyaraj, Lourda Kerin, Kamy Thavanesan, Divya Tiwari, Chantel Cox, Anja Ljubez, Laura Tucker, Arshi Iqbal, Caroline Bagnall, Marketa Keltos, Josh Roberts, Becky Jupp, Catherine Ovington, Emily Rogers, Owen David, Jo Bell, Barbara Longland, Gail Hann, Martin Cooper, Mohammad Nasar, Anoja Rajapakse, Inez Wynter, Ijaz Anwar, Helen Skinner, Tarn Nozedar, Damian McArdle, Balakrishna Kumar, Susan Crawford, Arunkumar Annamalai, Alex Ramshaw, Clare Holmes, Sarah Caine, Mairead Osborn, Emily Dodd, Peter Murphy, Nicola Devitt, Pauline Baker, Amy Steele, Lucy Belle Guthrie, Samantha Clarke, Ahamad Hassan, Dean Waugh, Emelda Veraque, Linetty Makawa, Mary Kambafwile, Marc Randall, Vasileios Papavasileiou, Claire Cullen, Jenny Peters, Hlaing Thant, Tanya Ingram, Mellor Zoe, Ramesh Durairaj, Melanie Harrison, Sarah Stevenson, Daniela Shackcloth, Jordan Ewing, Victoria Sutton, Mark McCarron, Jacqueline McKee, Mandy Doherty, Ferghal McVerry, Caroline Blair, Mary MacLeod, Janice Irvine, Heather Gow, Jacqueline Furnace, Anu Joyson, Baljit Jagpal, Sarah Ross, Katrina Klaasen, Sandra Nelson, Rebecca Clarke, Nichola Crouch, Beverly MacLennan, Vicky Taylor, Daniel Epstein, Avani Shukla, Vinodh Krishnamurthy, Paul Nicholas, Sammie Qureshi, Adam Webber, Justin Penge, Hawraman Ramadan, Stuart Maguire, Chris Patterson, Ruth Bellfield, Brigid Hairsine, Kelvin Stewart, Michaela Hooley, Outi Quinn, Bella Richard, Sally Moseley, Mandy Edwards, Heidi Lawson, Michelle Tayler, Yogish Pai, Mahesh Dhakal, Bernard Esisi, Sofia Dima, Gemma Marie Smith, Mark Garside, Muhammad Naeem, Vidya Baliga, Gill Rogers, Ellen Brown, David Bruce, Rachel Hayman, Susan Clayton, Ed Gamble, Rebecca Grue, Bethan Charles, Adam Hague, Sujata Blane, Caroline Lambert, Afnan Chaudhry, Thomas Harrison, Kari Saastamoinen, Dionne Hove, Laura Howaniec, Gemma Grimwood, Ozlem Redjep, Fiona Humphries, Lucia Argandona, Larissa Cuenoud, Esther Erumere, Sageet Amlani, Grace Auld, Afraim Salek-Haddadi, Ursula Schulz, James Kennedy, Gary Ford, Philip Mathieson, Ian Reckless, Rachel Teal, Giulia Lenti, George Harston, Eoin O'Brien, Joanne Mcgee, Jennifer Mitchell, Elaine Amis, Dominic Handley, Siobhan Kelly, George Zachariah, Jobbin Francis, Sarah Crisp, Juliana Sesay, Sarah Finlay, Helen Hayhoe, Niamh Hannon, Tom Hughes, Bethan Morse, Henry De Berker, Emma Tallantyre, Ahmed Osman, Susan White, Stefan Schwarz, Benjamin Jelley, Rajendra Yadava, Khalid Azhar, Julie Reddan, Mirriam Sangombe, Samantha Stafford, Ken Fotherby, Debbie Morgan, Farrukh Baig, Karla Jennings-Preece, Donna Butler, Nasar Ahmad, Angela Willberry, Angela Stevens, Baljinder Rai, Prasad Siddegowda, Peter Howard, Lisa Hyatt, Tracey Dobson, David Jarrett, Suheil Ponnambath, Jane Tandy, Yasmin Harrington-Davies, Rebecca Butler, Claire James, Stacey Valentine, Anne Suttling, Peter Langhorne, Gillian Kerr, Fiona Wright, Ruth Graham, Christine McAlpine, Mohammad Shahzad Iqbal, Louise Humphreys, Kath Pasco, Olga Balazikova, Ashraf Nasim, Cassilda Peixoto, Louise Gallagher, Shahrzad Shahmehri, Sandip Ghosh, Elizabeth Barrie, Danielle Gilmour, Margo Henry, Tom Webb, Linda Cowie, Hannah Rudenko, Shanni McDonald, Natasha Schumacher, Susannah Walker, Tracey Cosier, Anna Verrion, Eva Beranova, Audrey Thomson, Marius Venter, Arindam Kar, Sheila Mashate, Kirsten Harvey, Léjeune Gardener, Vinh Nguyen, Omid Halse, Olivia Geraghty, Beth Hazel, Peter Wilding, Victoria Tilley, Tim Cassidy, Beverley McClelland, Maria Bokhari, Timothy England, Mohana Maddula, Richard Donnelly, Paul Findlay, Ashish Macaden, Ian Shread, Charlotte Barr, Azlisham Mohd Nor, Claire Brown, Nicola Persad, Charlotte Eglinton, Marie Weinling, Benjamin Hyams, Alex Shah, John Baker, Anthony Byrne, Caroline McGhee, Amanda Smart, Claire Copeland, Michael Carpenter, Marion Walker, Richard Davey, Ann Needle, Razik Fathima, Gavin Bateman, Prabal Datta, Andrew Stanners, Linda Jackson, Julie Ball, Michelle Davis, Natalie Atkinson, Michelle Fawcett, Teresa Thompson, Helen Guy, Valerie Hogg, Carole Hays, Stephen Woodward, Mohammad Haque, Eluzai Hakim, Stuart Symonds, Mehran Maanoosi, Jane Herman, Toby Black, Skelton Miriam, Caroline Clarke, Alpha Anthony, Michele Tribbeck, Julie Cronin, Denise Mead, Ruth Fennelly, James McIlmoyle, Christina Dickinson, Carol Jeffs, Sajjad Anwar, Joanne Howard, Kirsty Jones, Saikat Dhar, Caroline Clay, Muhammad Siddiq, Simone Ivatts, Yolanda Baird, Moore Sally, Isobel Amey, Sophie Newton, Lisa Clayton-Evans, Indra Chadbourn, Rayessa Rayessa, Charde Naylor, Alicia Rodgers, Lisa Wilson, Sarah Wilson, Emma Clarkson, Ruth Davies, Paula Owings, Graeme Sangster, Valerie Gott, Victoria Little, Pauline Weir, Suja Cherian, Deepa Jose, Helen Moroney, Susan Downham, Angela Dodd, Venetia Vettimootal Johnson, Laura Codd, Naomi Robinson, Ashraf Ahmed, Mo Albazzaz, Sharon Johnson, Carol Denniss, Mishell Cunningham, Tajammal Zahoor, Timothy Webster, Sandra Leason, Syed Haider, Kausic Chatterjee, Arumugam Nallasivan, Charlotte Perkins, Samantha Seagrave, Colin Jenkins, Fiona Price, Claire Hughes, Lily Mercer, Malik Hussain, Sarah Brown, Miriam Harvey, Jane Homan, Mohammad Khan, Robert Whiting, Leanne Foote, Nicholas Hunt, Helen Durman, Lucy Brotherton, Jayne Foot, Corinne Pawley, Eliza Foster, Alison Whitcher, Kneale Metcalf, Jenny Jagger, Susan McDonald, Kelly Waterfield, Patrick Sutton, Naval Shinh, Ajmal Anversha, Garth Ravenhill, Richard Greenwood, Janak Saada, Alison Wiltshire, Rebekah Perfitt, Sreeman Andole, Naveen Gadapa, Karen Dunne, Magdalini Krommyda, Evelyne Burssens, Sam King, Catherine Plewa, Nigel Smyth, Jenny Wilson, Elio Giallombardo, Lucy Sykes, Pradeep Kumar, James Barker, Isabel Huggett, Linda Dunn, Charlotte Culmsee, Philip Thomas, Min Myint, Helen Brew, Nikhil Majmudar, Janice OConnell, George Bunea, Charlotte Fox, Diane Gulliver, Andrew Smith, Betty Mokoena, Naweed Sattar, Ramesh Krishnamurthy, Emily Osborne, David Wilson, Belinda Wroath, Kevin Dynan, Michael Power, Susan Thompson, Victoria Adell, Enoch Orugun, Una Poultney, Rachel Glover, Hannah Crowther, Sarah Thornthwaite, Ivan Wiggam, Aine Wallace, Enda Kerr, Ailsa Fulton, Annemarie Hunter, Suzanne Tauro, Sarah Cuddy, David Mangion, Anne Hardwick, Skarlet Markova, Tara Lawrence, Carmen Constantin, Jo Fletcher, Isobel Thomas, Kerry Pettitt, Lakshmanan Sekaran, Margaret Tate, Kiranjit Bharaj, Rohan Simon, Frances Justin, Sakthivel Sethuraman, Duke Phiri, Niaz Mohammed, Meena Chauhan, Khaled Elfandi, Uzma Khan, David Eveson, Amit Mistri, Lisa Manning, Shagufta Khan, Champa Patel, Mohammed Moqsith, Saira Sattar, Man Yee Lam, Kashif Musarrat, Claire Stephens, Latheef Kalathil, Richard Miller, Maqsud Salehin, Nikki Gautam, Duncan Bailey, Kelly Amor, Julie Meir, Anne Nicolson, Javed Imam, Lisa Wood, Julie White, Mahmud Sajid, George Ghaly, Margaret Ball, Rachel Gascoyne, Harald Proeschel, Simon Sharpe, Sarah Horton, Emily Beaves, Stephanie Jones, Brigitte Yip, Murdina Bell, Linda MacLiver, Brian MacInnes, Don Sims, Jennifer Hurley, Mark Willmot, Claire Sutton, Edward Littleton, Susan Maiden, Rachael Jones, James Cunningham, Carole Green, Michelle Bates, Raj Shekhar, Ellie Gilham, Iman Ahmed, Rachel Crown, Tracy Fuller, Neetish Goorah, Angela Bell, Christine Kelly, Arun Singh, Jamie Walford, Benjamin Tomlinson, Farzana Patel, Stephen Duberley, Ingrid Kane, Chakravarthi Rajkumar, Jane Gaylard, Joanna Breeds, Nicola Gainsborough, Alexandra Pitt-Ford, Emma Barbon, Laura Latter, Philip Thompson, Simon Hervey, Shrivakumar Krishnamoorthy, Joseph Vassallo, Deborah Walter, Helen Cochrane, Meena Srinivasan, Robert Campbell, Denise Donaldson, Nichola Motherwell, Frances Hurford, Indranil Mukherjee, Antony Kenton, Sheila Nyabadza, Irene Martin, Benjamin Hunt, Hardi Hassan, Sarah O'Toole, Bander Dallol, Janet Putterill, Ratneshwari Jha, Rachel Gallifent, Puneet Kakar, Aparna Pusalkar, kelly Chan, Puneet Dangri, Hannah Beadle, Angela Cook, Karen Crabtree, Santhosh Subramonian, Peter Owusu-Agyei, Natalie Temple, Nicola Butterworth-Cowin, Suzanne Ragab, Kerstin Knops, Emma Jinks, Christine Dickson, Laura Gleave, Judith Dube, Jacqui Leggett, Tatiana Garcia, Sissy Ispoglou, Rachel Evans, Sandeep Ankolekar, Anne Hayes, Hlaing Ni, Bithi Rahman, Josette Milligan, Carol Graham, Josin Jose, Breffni Keegan, Jim Kelly, Richard Dewar, James White, Kelly Thomas, Rajkumar, C, University of St Andrews. School of Medicine, University of St Andrews. Sir James Mackenzie Institute for Early Diagnosis, University of St Andrews. Population and Behavioural Science Division, University of St Andrews. Pure Mathematics, University of St Andrews. School of Psychology and Neuroscience, and University of St Andrews. School of Biology

Subjects
Male, MICROBLEEDS, 030204 cardiovascular system & hematology, AMYLOID ANGIOPATHY, Brain Ischemia, law.invention, 0302 clinical medicine, Randomized controlled trial, law, Secondary Prevention, ACUTE ISCHEMIC-STROKE, Aged, 80 and over, Aspirin, Manchester Cancer Research Centre, medicine.diagnostic_test, Hazard ratio, Brain, Magnetic Resonance Imaging, Superficial siderosis, Cerebral Small Vessel Diseases, Stroke, Treatment Outcome, Female, medicine.drug, CT, medicine.medical_specialty, ANTITHROMBOTIC THERAPY, Clinical Neurology, Neuroimaging, Subgroup analysis, 03 medical and health sciences, Internal medicine, medicine, Journal Article, Humans, Aged, Cerebral Hemorrhage, business.industry, ResearchInstitutes_Networks_Beacons/mcrc, DAS, Magnetic resonance imaging, medicine.disease, SIGNS, ASPIRIN, Neurology (clinical), Tomography, X-Ray Computed, business, SUPERFICIAL SIDEROSIS, Platelet Aggregation Inhibitors, 030217 neurology & neurosurgery
Abstract

Background: Findings from the RESTART trial suggest that starting antiplatelet therapy might reduce the risk of recurrent symptomatic intracerebral haemorrhage compared with avoiding antiplatelet therapy. Brain imaging features of intracerebral haemorrhage and cerebral small vessel diseases (such as cerebral microbleeds) are associated with greater risks of recurrent intracerebral haemorrhage. We did subgroup analyses of the RESTART trial to explore whether these brain imaging features modify the effects of antiplatelet therapy.Methods: RESTART was a prospective, randomised, open-label, blinded-endpoint, parallel-group trial at 122 hospitals in the UK that assessed whether starting antiplatelet therapy might reduce the risk of recurrent symptomatic intracerebral haemorrhage compared with avoiding antiplatelet therapy. For this prespecified subgroup analysis, consultant neuroradiologists masked to treatment allocation reviewed brain CT or MRI scans performed before randomisation to confirm participant eligibility and rate features of the intracerebral haemorrhage and surrounding brain. We followed participants for primary (recurrent symptomatic intracerebral haemorrhage) and secondary (ischaemic stroke) outcomes for up to 5 years (reported elsewhere). For this report, we analysed eligible participants with intracerebral haemorrhage according to their treatment allocation in primary subgroup analyses of cerebral microbleeds on MRI and in exploratory subgroup analyses of other features on CT or MRI. The trial is registered with the ISRCTN registry, number ISRCTN71907627.Findings: Between May 22, 2013, and May 31, 2018, 537 participants were enrolled, of whom 525 (98%) had intracerebral haemorrhage: 507 (97%) were diagnosed on CT (252 assigned to start antiplatelet therapy and 255 assigned to avoid antiplatelet therapy, of whom one withdrew and was not analysed) and 254 (48%) underwent the required brain MRI protocol (122 in the start antiplatelet therapy group and 132 in the avoid antiplatelet therapy group). There were no clinically or statistically significant hazards of antiplatelet therapy on recurrent intracerebral haemorrhage in primary subgroup analyses of cerebral microbleed presence (2 or more) versus absence (0 or 1) (adjusted hazard ratio [HR] 0·30 [95% CI 0·08–1·13] vs 0·77 [0·13–4·61]; pinteraction=0·41), cerebral microbleed number 0–1 versus 2–4 versus 5 or more (HR 0·77 [0·13–4·62] vs 0·32 [0·03–3·66] vs 0·33 [0·07–1·60]; pinteraction=0·75), or cerebral microbleed strictly lobar versus other location (HR 0·52 [0·004–6·79] vs 0·37 [0·09–1·28]; pinteraction=0·85). There was no evidence of heterogeneity in the effects of antiplatelet therapy in any exploratory subgroup analyses (all pinteraction>0·05).Interpretation: Our findings exclude all but a very modest harmful effect of antiplatelet therapy on recurrent intracerebral haemorrhage in the presence of cerebral microbleeds. Further randomised trials are needed to replicate these findings and investigate them with greater precision.Funding: British Heart Foundation.

Published
2019
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8. Energy Crisis and Household’s Perception about Solar Energy Acceptance: District Hyderabad, Pakistan

Author

Fahad Ahmed Shaikh, Mir Aftab Hussain Talpur, Madzlan Napiah, Imtiaz Ahmed Chandio, and Farrukh Baig

Subjects
Consumption (economics), education.field_of_study, Descriptive statistics, business.industry, 05 social sciences, Population, Questionnaire, 010501 environmental sciences, Environmental economics, Public opinion, Solar energy, 01 natural sciences, Renewable energy, Environmental protection, 050501 criminology, Business, Asset (economics), education, 0505 law, 0105 earth and related environmental sciences
Abstract

Major cities in Pakistan are experiencing rapid growth of urban population, resulted in high energy demand and viable severe energy crisis.In this regard, easy retrieval of solar energy can play a pivotal role to cater the mounting demand of energy. Solar energy can be said as a topographical asset of Pakistan; but still,a low adoption of this environment-friendly source was observed by countrymen. Residential units are one of the major consumers of energy. Thus, public opinion can be considered as a key factor to judge the perception of renewable energy in any society. Therefore, it is obligatory to adopt the practices, which could explore the acceptance of renewable clean energy sources. Hence, the purpose of this study is to deliver empirical data about the social acceptance of clean energy, i.e. solar panels, by discovering the public opinion about solar energy. Hyderabad, Pakistan was selected as a case study. The Facebook-based Questionnaire Survey was adopted to procure data, and the sample size was determined with the help of Taro method. This study is imperative in a sense that it can be important for policy makers to have a precise knowledge about public perceptions towards solar energy. By investigating the public attitudes towards consumption of solar energy; it becomes easier to comprehend the future of solar energy practice in Sindh province, particularly in Hyderabad, Pakistan.

Published
2017
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