

{"id":125600,"date":"2021-11-06T11:00:59","date_gmt":"2021-11-06T18:00:59","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/?p=125600"},"modified":"2023-08-07T11:13:17","modified_gmt":"2023-08-07T11:13:17","slug":"river-sampling","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/river-sampling\/","title":{"rendered":"River sampling: What it is, types &#038; examples"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Sampling is undoubtedly a very important process in an investigation. Thanks to this process, the correct answers or the most actionable results can be obtained. That is why today we decided to learn more about River Sampling so that you can evaluate if it is what you need for your project.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">River sampling is a type of non-probability sampling that came to be incorporated into the already impressive set of available <a href=\"https:\/\/www.questionpro.com\/blog\/data-collection\/\">data collection<\/a> methodologies.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">And while researchers understand the importance of randomly selecting a sample from an entire population (whatever that population is), for others <a href=\"https:\/\/www.questionpro.com\/blog\/probability-sampling\/\">probability sampling<\/a> is a tough challenge to overcome, especially in today&#8217;s Internet-centric world.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The difference between non-probability and probabilistic sampling is that the former does not involve random selection and the latter does. This does not imply that the <a href=\"https:\/\/www.questionpro.com\/blog\/non-probability-sampling\/\">non-probability samples<\/a> are not representative of the population; it means, however, that non-probability samples cannot depend on the foundation of probability theory.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">While using the Internet only to obtain potential respondents means giving up some of the randomness itself, it does not mean that meaningful results cannot be obtained through river sampling.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What is river sampling?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">River sampling is an <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-online-research-sample\/\">online sampling method<\/a> that recruits respondents by inviting them to the survey while they are doing some other online activity.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The invitation to carry out a survey can be through online banners, advertisements, promotions, offers and invitations placed on various websites.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Once their attention is captured and they click on a link, they are asked several screening questions and finally directed to a survey based on their responses.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Consider this analogy: You are a fisherman. You see where the fish gather in a particular river. You stop and cast your net in that river. You don&#8217;t know what kind of fish you can catch. You do not know its color or its type.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You don&#8217;t know if it has any remarkable features. You don&#8217;t know where he has been or what he has done before. However, you catch one. And once you catch it, you unhook it and throw it back. You probably won&#8217;t see it again. That&#8217;s what happens in river sampling in the world of <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-market-research\/\">market research<\/a>.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pollsters have no idea who is going to answer. They do not know the demographic or psychographic characteristics of the respondents and cannot contact them again after the <a href=\"https:\/\/www.questionpro.com\/blog\/surveys\/\">survey<\/a> is completed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">River sampling can serve as a way to complement other types of <a href=\"https:\/\/www.questionpro.com\/blog\/types-of-sampling-for-social-research\/\">sampling<\/a>.<\/span><\/p>\n<p style=\"text-align: center;\"><strong>LEARN ABOUT:<\/strong> <a href=\"https:\/\/www.questionpro.com\/blog\/survey-sampling\/\">Survey Sampling<\/a><\/p>\n<h2><span style=\"font-weight: 400;\">Types of river sampling<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The cost effectiveness and flexibility of river sampling, in particular, will boost its popularity when it comes to making marketing decisions in a transparent online world.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-125705\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2021\/11\/types-of-river-sampling-min.jpg\" alt=\"types of river sampling\" width=\"992\" height=\"604\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Here are the types of river samples that can be implemented:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Layered River Sampling:<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Samples are created in real time from online promotions using methods such as banners, pop-ups and hyperlinks. The agency carefully selects the websites based on the statistics available on the website visits \/ visitors.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By having the respondents, they are redirected to a portal, where they are selected to participate in a specific research project.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Knowing the viewers of each site and the response patterns of your visitors is a key part of effective recruitment.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Businesses wanting to conduct a river sampling survey rarely have access to the full range of sites they need or detailed demographic information on the visitors to those sites, so they are forced to work through carefully selected intermediaries.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">River sampling for convenience:<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Links are placed on various websites without prior analysis of the background of your visits \/ visitors. The main objective is to collect the maximum data with a minimum cost.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To increase participation rates, users are inclined to place banners on sites related to the subject.<\/span><\/p>\n<p style=\"text-align: center;\"><strong>LEARN MORE:<\/strong> <a href=\"https:\/\/www.questionpro.com\/blog\/population-vs-sample\/\" data-rich-text-format-boundary=\"true\">Population vs Sample<\/a><\/p>\n<h2><span style=\"font-weight: 400;\">Features<\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">To some extent, \u201criver sampling\u201d recruitment can be compared to recruitment on the street: respondents on the digital highway have the opportunity to participate in the research project.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The representativeness of recruitment on the street is reduced by the bias of no answer; the representativeness of recruitment in the river is biased by a self-selection bias, which can be considered a specific form of non-response.<\/span><\/p>\n<p style=\"text-align: center;\">LEARN ABOUT: <a href=\"https:\/\/www.questionpro.com\/blog\/selection-bias\/\">Selection Bias<\/a><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">In the past, the origin of the people who would be part of a sample was highly questioned. If they came from social networks, for example, they were rejected, there were more restrictions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Today, given the shortage of panelists, many companies have chosen to acquire their samples from various sources, they are aware of the bias that may exist, and based on this they design their <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-research\/\">research<\/a>.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Respondents recruited by \u201criver sampling\u201d have less experience completing surveys, which means they take longer to answer.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It must be said that the accuracy of the research results is compromised to a greater extent by the <a href=\"https:\/\/www.questionpro.com\/blog\/self-selection-bias\/\">self-selection bias<\/a> than by the non-response bias, so the use of river <a href=\"https:\/\/www.questionpro.com\/blog\/convenience-sampling\/\">convenience sampling<\/a> limits the scope of the research objectives. achievable and can only be used under strict conditions.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Do you need a research sample?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">If you want to optimize your panel recruitment strategy and not neglect the data quality aspects, at QuestionPro we can help you.<\/span><\/p>\n<p>Get quality respondents for your surveys around the world by hiring QuestionPro Audience.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?mode=audience&amp;sourceRef=blog-audience\"><b>LEARN MORE<\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sampling is undoubtedly a very important process in an investigation. Thanks to this process, the correct answers or the most [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":125698,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[206],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>River sampling: What it is, types &amp; examples | QuestionPro<\/title>\n<meta name=\"description\" content=\"River sampling is a type of non-probability sampling that came to be incorporated into the already impressive set of available data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/river-sampling\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"River sampling: What it is, types &amp; 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